Current page: Information->Indexed and Annotated Bibliography
@String{pami = "IEEE Transactions on Pattern Analysis and Machine Intelligence"}
ECVision indexed and annotated bibliography of cognitive computer vision publications
This bibliography was created by Hilary Buxton and Benoit Gaillard, University of Sussex, as part of ECVision Specific Action 8-1
The complete text version of this BibTeX file is available here: ECVision_bibliography.bib
@String{cvgip = "Computer Vision, Graphics and Image Processing: Image Understanding"}
@String{ai = "Artificial Intelligence"}
@String{ieeec = "IEEE Transactions on Computer"}
@String{ieeen = "IEEE Transactions on Neural Networks"}
@String{ieees = "IEEE Transactions on Signals and Symbols"}
@String{nc = "Neural Computation"}
@String{ivc = "Image and Vision Computing"}
@String{ijrr = "International Journal of Robotics Research"}
@String{cga = "IEEE Computer Graphics and Applications"}
@String{ijcv = "International Journal of Computer Vision"}
@String{cviu = "Computer Vision and Image Understanding"}
@String{jra = "IEEE Journal of Robotics and Automation"}
@String{jacm = "Journal Assoc. Comput. Machine"}
@String{ieee = "Proceedings of the IEEE"}
@String{pr = "Pattern Recognition"}
@String{prl = "Pattern Recognition Letters"}
@String{be = "IEEE Transactions on Biomedical Engineering"}
@String{assp = "IEEE Transactions on Acoustics, Speech, and Signal Processing"}
@String{cas = "IEEE Transactions on Circuits and Systems"}
@String{smc = "IEEE Transactions on Systems, Man, and Cybernetics"}
@String{jep = "Journal of Experimental Psychology"}
@String{osa = "Optical Society of America"}
@String{vr = "Vision Research"}
@String{hprip = "Handbook of Pattern Recognition and Image Processing"}
%% ---- Conference Proceedings ----
@String{aaai = "American Association for Artificial Intelligence"}
@String{iuw = "DARPA Image Understanding Workshop"}
@String{cvpr = "IEEE Conference on Computer Vision and Pattern Recognition"}
@String{icip = "International Conference on Image Processing"}
@String{iccv = "IEEE International Conference on Computer Vision"}
@String{eccv = "European Conference on Computer Vision"}
@String{icpr = "International Conference on Pattern Recognition"}
@String{icassp = "IEEE International Conference ASSP"}
@String{wcv = "IEEE Workshop on Computer Vision"}
@String{wvm = "IEEE Workshop on Visual Motion"}
@String{whm = "IEEE Workshop on Human Motion"}
@String{awcv = "IARPA Workshop on Computer Vision"}
@String{avc = "Alvey Vision Conference"}
@String{bmvc = "British Machine Vision Conference"}
@String{prs = "Proceedings of the Royal Society of London"}
@String{ecai = "European Conference on Artificial Intelligence"}
@String{ijcai = "International Joint Conference on Artificial Intelligence"}
@String{icra = "IEEE International Conference on Robotics and Automation"}
@String{fg = "International Conference on Face and Gesture Recognition"}
@String{nips = "Advances in Neural Information Processing Systems"}
@String{icann = "International Conference on Artificial Neural Networks"}
@String{fg = "IEEE International Conference on Automatic Face and Gesture Recognition"}
@String{prai = "International Journal of Pattern Recognition and Artificial Intelligence"}
@String{ijprai = "International Journal of Pattern Recognition and Artificial Intelligence"}
@InProceedings{Biber2001,
author = "J. Biber and M. Vincze and M. Ayromlou and W. Ponweiser",
title = "{Robust Real-time Tracking of Ellipse Arcs}",
booktitle = "25th Workshop of the Austrian Association for Pattern Recognition",
year = "2001",
month = jul,
address = "{Berchtesgaten, Deutschland}",
urlpaper = "http://actipret.infa.tuwien.ac.at/Sites/OAGM01_Biber_etal.pdf",
abstract = "./Biber2001.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@InProceedings{Buxton2002a,
author = "H. Buxton",
title = "{Generative Models for Learning and Understanding Dynamic Scene Activity}",
booktitle = "ECCV Workshop on Generative Model Based Vision",
year = "2002",
month = jun,
address = "{Copenhagen, Denmark}",
pages = "",
urlpaper = "http://actipret.infa.tuwien.ac.at/Sites/eccv02.pdf",
abstract = "",
snote = "194",
annote = "Recognition, Categorisation and Estimation; Content; Activities/Behaviours/Processes/Dynamics",
}
@InProceedings{Buxton2002b,
author = "Buxton, H. and Howell, A. J. and Sage, K.",
title = "{The Role of Task Control and Context in Learning to Recognise Gesture}",
booktitle = "Workshop on Cognitive Vision",
year = "2002",
month = sep,
address = "{Z\"{u}rich, Switzerland}",
pages = "",
urlpaper = "http://actipret.infa.tuwien.ac.at/Sites/wcv02.pdf",
abstract = "",
snote = "108",
annote = "Recognition, Categorisation and Estimation; Content; Activities/Behaviours/Processes/Dynamics",
}
@InProceedings{Buxton2002c,
author = "Buxton, H. and Howell, A. J.",
title = "{Active Vision Techniques for Visually Mediated Interaction}",
booktitle = "International Conference on Pattern recognition",
year = "2002",
month = aug,
address = "{Quebec City, Canada}",
pages = "",
urlpaper = "http://actipret.infa.tuwien.ac.at/Sites/icpr02.pdf",
abstract = "./Buxton2002c.htm",
snote = "278",
annote = "Visual Process Control; Issues; Active Sensing",
}
@Article{Vinzce2001,
author = "M. Vinzce and M. Ayromlou and M. Ponweiser and M. Zillich",
title = "{Edge Projected Integration of Image and Model Cues for Robust Model-Based Object Tracking}",
journal = "International Journal of Robotics Research",
volume = "",
pages = "",
year = "2001",
urlpaper = "http://actipret.infa.tuwien.ac.at/Sites/IJRR01_Vincze_etal.pdf",
abstract = "./Vinzce2001.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
@InProceedings{Vassilakis2002,
author = "Vassilakis, E. and Howell, A. J. and Buxton, H.",
title = "{Comparison of Feedforward (TDRBF) and Generative (TDRGBN) Network for Gesture Based Control}",
booktitle = "Gesture and Sign Language in Human-Computer Interaction, Proc. International Gesture Workshop",
publisher = "Springer Lecture Notes In Artificial Intelligence",
year = "2001",
month = apr,
address = "{London, UK}",
volume = "2298",
pages = "317--322",
urlpaper = "http://www.cogs.susx.ac.uk/lab/vision/actipret/papers/gw2001vhb.pdf",
abstract = "./Vassilakis2002.htm",
annote = "Reasoning about Structures and Events; Methods; Distributed",
}
@InProceedings{Koubaroulis2002,
author = "D Koubaroulis and Ji{\v r}{\' \i} Matas and Josef Kittler",
title = "Evaluating Colour-Based Object Recognition Algorithms on the {SOIL}-47 Database",
booktitle = "Fifth Asian Conference on Computer Vision",
editor = "D Suter and A Bab-Hadiashar",
pages = "840--845",
book_pages = "917",
year = "2002",
ISBN = "0-9580256-0-6",
publisher = "Asian Federetion of Computer Vision Societies",
address = "Victoria, Australia",
month = jan,
day = "22-25",
venue = "Melbourne, Australia",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/matas/koubaroulis-accv02.pdf",
abstract = "./Koubaroulis2002.htm",
snote = "86",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@InProceedings{Martinec2002,
author = "Daniel Martinec and Tom{\'a}{\v s} Pajdla",
title = "Structure from Many Perspective Images with Occlusions",
booktitle = "Proceedings of the ECCV'02",
year = "2002",
pages = "355--369",
publisher = "Springer-Verlag",
address = "Berlin, Germany",
ISBN = "3-540-43744-4",
book_pages = "844",
month = may,
venue = "Copenhagen, Denmark",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/martinec/Martinec-ECCV2002.pdf",
editor = "A. Heyden and G. Sparr and M. Nielsen and P. Johansen",
volume = "II",
day = "28-31",
abstract = "./Martinec2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@InProceedings{Matas2002a,
author = "Ji{\v{r}}{\'{\i}} Matas and Petr B{\'{\i}}lek and Ond{\v{r}}ej Chum",
title = "Rotational Invariants for Wide-baseline Stereo",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/bilek/Matas-Bilek-CVWW02.pdf",
year = "2002",
pages = "296--305",
booktitle = "Proceedings of the Computer Vision Winter Workshop'02",
volume = "",
editor = "H. Wildenauer and W. Kropatsch",
status = "published",
book_pages = "335",
publisher = "Pattern Recognition & Image Processing Group, Vienna University of Technology",
address = "Wien, Austria",
month = feb,
day = "4--7",
venue = "Bad Aussee, Austria",
abstract = "./Matas2002a.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@InProceedings{Matas2002b,
author = "Ji{\v r}{\' \i} Matas and {\v S}t{\v e}p{\' a}n Obdr{\v z}{\' a}lek",
title = "Learning Parameters of a Recognition System Based on Local Affine Frames",
year = "2002",
pages = "1--8",
booktitle = "Proceedings of the Workshop on Cognitive Vision",
editor = "Luc van Gool and Bernd Schiele",
book_pages = "95",
publisher = "ETH Zurich",
address = "Zurich, Switzerland",
month = sep,
day = "19--20",
venue = "Zurich, Switzerland",
urlpaper = "http://cmp.felk.cvut.cz/~matas/papers/matas-cogvis02.pdf",
abstract = "./Matas2002b.htm",
snote = "78",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@InProceedings{Matas2002c,
author = "Ji{\v r}{\' \i} Matas and Petr B{\'\i }lek and Miroslav Hamouz and Josef Kittler",
title = "Discriminative Regions for Human Face Detection",
booktitle = "Fifth Asian Conference on Computer Vision",
editor = "D Suter and A Bab-Hadiashar",
pages = "604--609",
book_pages = "917",
year = "2002",
ISBN = "0-9580256-0-6",
publisher = "Asian Federetion of Computer Vision Societies",
address = "Victoria, Australia",
month = jan,
day = "22-25",
venue = "Melbourne, Australia",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/matas/matas-accv02.pdf",
abstract = "./Matas2002c.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@InProceedings{Obdrzalek2002,
author = "{\v S}t{\v e}p{\' a}n Obdr{\v z}{\' a}lek and Ji{\v r}{\' \i} Matas",
title = "Object Recognition using Local Affine Frames on Distinguished Regions",
year = "2002",
pages = "113--122",
booktitle = "Proceedings of the British Machine Vision Conference",
volume = "1",
editor = "Paul L. Rosin and David Marshall",
book_pages = "856",
publisher = "BMVA",
address = "London, UK",
month = sep,
day = "2--5",
venue = "Cardiff, UK",
urlpaper = "http://cmp.felk.cvut.cz/~matas/papers/obdrzalek-bmvc02.pdf",
abstract = "./Obdrzalek2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@TechReport{Bilek2001a,
author = "Petr B{\'\i }lek",
title = "Face Localization from Discriminative Regions",
institution = "Center for Machine Perception, K333 FEE Czech Technical University",
address = "Prague, Czech Republic",
year = "2001",
month = aug,
type = "Research Report",
number = "{CTU--CMP--2001--24}",
ISSN = "1213-2365",
pages = "33",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/bilek/Bilek-TR-2001-24.pdf",
abstract = "./Obdrzalek2002.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Labelling/Localisation",
}
@TechReport{Bilek2001b,
author = "Petr B{\'\i }lek and Ji{\v r}{\'\i } Matas",
title = "Illumination Independent Object Recognition: {A} Survey",
institution = "Center for Machine Perception, K333 FEE Czech Technical University",
address = "Prague, Czech Republic",
year = "2001",
month = oct,
type = "Research Report",
number = "{CTU--CMP--2001--30}",
ISSN = "1213-2365",
pages = "16",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/bilek/Bilek-TR-2001-30.pdf",
abstract = "./Obdrzalek2002.htm",
annote = "Recognition, Categorisation and Estimation; Content; Functions",
}
@InProceedings{Drbohlav2001,
author = "Ond{\v r}ej Drbohlav and Radim {\v S}{\'a}ra",
title = "Unambiguous determination of shape from photometric stereo with unknown light sources",
booktitle = "Proceedings of International Conference on Computer Vision",
volume = "1",
pages = "581--586",
year = "2001",
status = "published",
ISBN = "0-7695-1143-0",
publisher = "I{EEE}",
organization = "I{EEE}",
address = "Los Alamitos, USA",
month = jul,
day = "9-12",
venue = "Vancouver, Canada",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/drbohlav/Drbohlav-ICCV01.pdf",
abstract = "./Drbohlav2001.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@InProceedings{Bakstein2001,
author = "Hynek Bakstein and Tom{\'a}{\v s} Pajdla",
title = "An Overview of Non-central Cameras",
year = "2001",
pages = "223--233",
booktitle = "Proceedings of Computer Vision Winter Workshop",
editor = "B Likar",
publisher = "Slovenian Pattern Recognition Society",
address = "Ljubljana, Slovenia",
ISBN = "961-90901-0-1",
month = feb,
day = "7--9",
venue = "Bled, Slovenia",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/bakstein/Bakstein-CVWW2001.pdf",
abstract = "./Bakstein2001.htm",
snote = "250",
annote = "Case Studies",
}
@InProceedings{Jonsson2000,
author = "K. Jonsson and J. Kittler and J. Matas",
title = "Learning Support Vectors for Face Identification: Sensitivity to Registration Errors",
year = "2000",
pages = "806--811",
booktitle = "Fourth Asian Conference on Computer Vision",
editor = "Wen-Hsiang Tsai",
publisher = "University of Taiwan",
address = "Taipei, Taiwan",
month = jan,
day = "8--11",
venue = "Taipei, Taiwan",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/matas/jonsson-accv00.ps.gz",
abstract = "./Jonsson2000.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@InProceedings{Matas2000a,
author = "J. Matas and D. Koubaroulis and J. Kittler",
title = "Performance Evaluation of the Multi-modal Neighbourhood Signature Method for Colour Object Recognition",
year = "2000",
pages = "27--34",
booktitle = "Proceedings of the Czech Pattern Recognition Workshop",
editor = "Tom{\'a}{\v s} Svoboda",
publisher = "Czech Pattern Recognition Society",
address = "Prague, Czech Republic",
ISBN = "80-238-5215-9",
month = feb,
day = "2--4",
venue = "Center for Machine Perception, Per{\v s}l{\'a}k, Czech Republic",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/matas/matas-cprw00.pdf",
abstract = "./Matas2000a.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Urban2000,
author = "Martin Urban and Tom{\' a}{\v s} Pajdla and V{\'a}clav Hlav{\' a}{\v c}",
title = "Consistent Projective Reconstruction from Multiple Views",
pages = "49--67",
booktitle = "Proceedings NATO Advanced Research Workshop Confluence of Computer Vision and Computer Graphics",
publisher = "Kluwer Academic Publishers",
ISBN = "0-7923-6612-3",
year = "2000",
editor = "Ale{\v s} Leonardis and Franc Solina and Ruzena Bajcsy",
month = aug,
day = "29-31",
venue = "Ljubljana, Slovenia",
address = "Dordrecht, Netherland",
series = "N{ATO} Science Series ; Ser. 3 : High Technology",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/urbanm/Urban-NATO2000.ps.gz",
abstract = "./Urban2000.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@TechReport{Drbohlav1999,
author = "Ond{\v r}ej Drbohlav",
title = "Using physics-based methods in computer vision to determine intrinsic surface properties",
institution = "Center for Machine Perception, Czech Technical University",
address = "Prague, Czech Republic",
year = "1999",
month = aug,
type = "Research Report",
number = "CTU-CMP-1999-7",
urlpaper = "ftp://cmp.felk.cvut.cz/pub/cmp/articles/drbohlav/Drbohlav-TR-1999-7.ps.gz",
abstract = "./Urban2000.htm",
snote = "96",
annote = "Recognition, Categorisation and Estimation; General Approaches; Physical Models",
}
@InProceedings{Jonsson1999a,
author = "K. Jonsson and J. Kittler and Y. P. Li and J. Matas",
institution = "University of Surrey",
title = "Support Vector Machines for Face Authentication",
booktitle = "Proc British Machine Vision Conference BMVC99",
editor = "Tony Pridmore and Dave Elliman",
pages = "543--552",
year = "1999",
publisher = "British Machine Vision Association",
address = "London, UK",
ISBN = "1-901725-04-9",
month = sep,
day = "13-16",
venue = "Nottingham, UK",
organization = "University of Nottingham",
urlpaper = "ftp://ftp.ee.surrey.ac.uk/pub/vision/papers/jonsson-bmvc99.ps.Z",
abstract = "./Jonsson1999a.htm",
snote = "102",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@InProceedings{Jonsson1999b,
author = "K. Jonsson and J. Matas and J. Kittler",
title = "Learning Salient Features for Real-time Face Verification",
pages = "60--66",
booktitle = "Second International Conference on Audio and Video-based Biometric Person Authentication",
month = mar,
year = "1999",
publisher = "University of Maryland",
editor = "R. Chellapa",
day = "22-23",
address = "Washington, USA",
venue = "Washington, D.C., USA",
urlpaper = "ftp://ftp.ee.surrey.ac.uk/pub/vision/papers/jonsson-avbpa99.ps.Z",
abstract = "./Jonsson1999b.htm",
annote = "Model Learning; Content; Classes/Categories",
}
@Article{Matas1999,
author = "J. Matas and K. Jonsson and J. Kittler",
institution = "U of Surrey",
title = "Fast Face Localisation and Verification",
journal = "Image and Vision Computing",
publisher = "Elsevier",
ISSN = "0262-8856",
address = "Oxford, UK",
year = "1999",
volume = "17",
month = jun,
number = "8",
pages = "578--581",
urlpaper = "ftp://ftp.ee.surrey.ac.uk/pub/vision/papers/matas-ivc99.ps.Z",
abstract = "./Matas1999.htm",
snote = "90",
annote = "Recognition, Categorisation and Estimation; Issues; Labelling/Localisation",
}
@Article{Baluja97a,
author = "S. Baluja and D. Pomerleau",
title = "Expectation-based Selective Attention for Visual Monitoring and Control of a Robot Vehicle",
journal = "Robotics and Autonomous Systems",
pages = "329--344",
year = "1997",
volume = "22",
number = "3-4",
urlpaper = "http://citeseer.nj.nec.com/rd/90398623%2C46225%2C1%2C0.25%2CDownload/http://citeseer.nj.nec.com/cache/papers/cs/885/http:zSzzSzwww.cs.cmu.eduzSz%7EbalujazSzpaperszSzrasj.pdf/expectation-based-selective-attention.pdf",
abstract = "./Baluja97a.htm",
annote = "Visual Process Control; Issues; Goal Specification",
}
@InProceedings{Bandera96a,
author = "C. Bandera and F. J. Vico and J. M. Bravo and M. E. Harmon and L. C. Baird",
title = "Residual {Q}-learning applied to visual attention",
booktitle = "Proc. International Conference on Machine Learning",
pages = "20--27",
year = "1996",
urlpaper = "http://www.leemon.com/papers/icml96/",
abstract = "./Bandera96a.htm",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@Article{Becker99a,
author = "S. Becker",
title = "Implicit Learning in {3D} Object Recognition: {T}he importance of Temporal Context",
journal = "Neural Computation",
pages = "347--374",
year = "1999",
volume = "11",
number = "2",
urlpaper = "ftp://claret.psychology.mcmaster.ca/pub/becker/faces.ps.gz",
abstract = "./Becker99a.htm",
snote = "102",
annote = "Recognition, Categorisation and Estimation; Content; Contexts/Scenes/Situations",
}
@InProceedings{Bishop00a,
author = "R. Bishop",
title = "Survey of Intelligent Vehicle Applications Worldwide",
booktitle = "Proc. Intelligent Vehicles Symposium",
organization = "Dearborn, MI, USA",
year = "2000",
urlpaper = "",
abstract = "./Bishop00a.htm",
snote = "296",
annote = "Case Studies",
}
@InCollection{Braun01a,
author = "J. Braun and C. Koch and D. K. Lee and L. Itti",
editor = "J. Braun and C. Koch and J. L. Davis",
title = "Perceptual consequences of multilevel selection",
booktitle = "Visual attention and Cortical circuits",
pages = "215--242",
year = "2001",
publisher = "MIT Press",
address = "Cambridge, MA",
urlpaper = "",
abstract = "",
annote = "Visual Process Control; Issues; Goal Specification",
}
@Book{Braun01b,
author = "J. Braun and C. Koch and J. L. Davis",
title = "Visual attention and Cortical circuits",
year = "2001",
publisher = "MIT Press",
address = "Cambridge, MA",
urlpaper = "http://klab.caltech.edu/Papers/394.html",
abstract = "./Braun01b.htm",
snote = "276",
annote = "Visual Process Control; Issues; Goal Specification",
}
@InProceedings{Breazeal99a,
author = "S. Breazeal and B. Scasselatti",
title = "A context-dependent attention system for a social robot",
booktitle = "Proc. International Joint Conference on Artificial Intelligence",
pages = "1146--1151",
address = "Stockholm, Sweden",
year = "1999",
urlpaper = "http://web.media.mit.edu/~cynthiab/Papers/Breazeal-Scaz-IJCAI99.pdf",
abstract = "./Breazeal99a.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@InProceedings{Bricolo97a,
author = "E. Bricolo and T. Poggio and N. Logothetis",
editor = "G. Tesauro and D. Touretzky and T. Leen",
title = "{3D} Object Recognition: {A} Model of View-Tuned neurons",
booktitle = "Neural Information Processing Systems",
pages = "41--47",
year = "1997",
publisher = "MIT Press",
volume = "9",
urlpaper = "http://citeseer.nj.nec.com/rd/90398623%2C165299%2C1%2C0.25%2CDownload/http://citeseer.nj.nec.com/cache/papers/cs/2295/ftp:zSzzSzlimbo.sissa.itzSzpubzSzbricolozSznips96.pdf/d-object-recognition-a.pdf",
abstract = "./Bricolo97a.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Grouping/Perceptual Organisation",
}
@Article{Brooks91a,
author = "R. Brooks",
title = "New approaches to robotics",
journal = "Science",
pages = "1227--1232",
year = "1991",
volume = "253",
urlpaper = "http://www.ai.mit.edu/people/brooks/papers/new-approaches.pdf",
abstract = "./Brooks91a.htm",
snote = "20",
annote = "Knowledge Representation; Style; Embodied",
}
@Article{Buelthoff92a,
author = "H. H. B{\"u}lthoff and S. Edelman",
title = "Psychophysical support for a {2-D} view interpolation theory of object recognition",
journal = "Proceedings of the National Academy of Sciences of the United States of America",
pages = "60--64",
year = "1992",
volume = "89",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf700.pdf",
abstract = "./Buelthoff92a.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@Article{Chun00a,
author = "M. M. Chun and K. Nakayama",
title = "On the functional role of implicit visual memory for the adaptive deployment of attention across scenes",
journal = "Visual Cognition",
pages = "65--81",
year = "2000",
volume = "7",
number = "1/2/3",
urlpaper = "http://www.psy.vanderbilt.edu/faculty/chun/ChunPapers/Chun_00VC.pdf",
abstract = "./Chun00a.htm",
snote = "260",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{Crick90a,
author = "F. Crick and C. Koch",
title = "Towards a neurobiological theory of consciousness",
journal = "Semin. Neurosci.",
year = "1990",
volume = "2",
pages = "263--275",
urlpaper = "http://mobigen.com/~chopin/ezboard/ezboard.cgi?db=brain_resource_consciousness&action=down&dbf=200103100005&downfile=Crick90.pdf",
abstract = "./Crick90a.htm",
annote = "Visual Process Control; Paradigms; Covert Control",
}
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@Article{thorpegegenfurtner,
author = "S. J. Thorpe and K. R. Gegenfurtner and Fabre-Thorpe M. and H. H. B{\"{u}}lthoff",
title = "{Detection of animals in natural images using far peripheral vision}",
journal = "European Journal of Neuroscience",
volume = "14",
pages = "869--876",
year = "2001",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf51.pdf",
abstract = "./thorpegegenfurtner.htm",
snote = "154",
annote = "Recognition, Categorisation and Estimation; Content; Classes/Categories",
}
@Article{nakayama,
author = "Z. Kourtzi and K. Nakayama",
title = "{Dissociable signatures of processing for moving and static objects}",
journal = "Visual Cognition",
volume = "9",
pages = "248--264",
year = "2001",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf1355.pdf",
abstract = "./nakayama.htm",
snote = "128",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{wallis,
author = "G. M. Wallis",
title = "{Linear models of simple cells: correspondence to real cell responses and space spanning properties}",
journal = "Spatial Vision",
volume = "14 (3-4)",
pages = "237--260",
year = "2001",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf1448.pdf",
abstract = "./wallis.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{buelthoff5,
author = "C. Christou and H. H. B{\"{u}}lthoff",
title = "{Perception, representation and recognition: A holistic view of recognition}",
journal = "Spatial Vision",
volume = "13(2-3)",
pages = "265--275",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf76.pdf",
abstract = "./buelthoff5.htm",
snote = "60",
annote = "Knowledge Representation; Content; Objects/Parts",
}
@Article{franz00,
author = "M. O. Franz and H. G. Krapp.",
title = "{Wide-field, motion-sensitive neurons and matched filters for optic flow fields}",
journal = "Biological Cybernetics",
volume = "83",
pages = "185--197",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf81.pdf",
abstract = "./franz00.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{buelthoff6,
author = "V. H. Franz and K. R. Gegenfurtner and H. H. B{\"{u}}lthoff and M. Fahle",
title = "{Grasping visual illusion: No evidence for a dissociation between perception and action}",
journal = "Psychological Science",
volume = "11",
pages = "20--25",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf80.pdf",
abstract = "./buelthoff6.htm",
annote = "Reasoning about Structures and Events; Content; Tasks/Goals",
}
@Article{gegenfurtnerrieger,
author = "K. R. Gegenfurtner and J. W. Rieger",
title = "{Sensory and Cognitive Contributions of color to the recognition of natural scenes.}",
journal = "Current Biology",
volume = "",
pages = "805--808",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf85.pdf",
abstract = "./gegenfurtnerrieger.htm",
snote = "246",
annote = "Recognition, Categorisation and Estimation; General Approaches; Properties",
}
@Article{buelthoff7,
author = "H. O. Karnath and H. H. {Ferber, S.and B{\"{u}}lthoff}",
title = "{Neuronal representation of object orientation}",
journal = "Neuropsychologia",
volume = "38",
pages = "1235--1241",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf88.pdf",
abstract = "./buelthoff7.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{kourtzi,
author = "Z. Kourtzi and N. Kanwisher",
title = "{Cortical Regions Involved in Perceiving Object Shapes}",
journal = "Journal of Neuroscience",
volume = "20(9)",
pages = "3310--3318",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf1817.pdf",
abstract = "./kourtzi.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{buelthoff8,
author = "G. M. Wallis and H. H. B{\"{u}}lthoff",
title = "{What's scene and not scene: Influences of movement and task upon what we see}",
journal = "Visual Cognition",
volume = "7",
pages = "175--190",
year = "2000",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf105.pdf",
abstract = "./buelthoff8.htm",
snote = "248",
annote = "Visual Process Control; Issues; Goal Specification",
}
@Article{buelthoff9,
author = "V. Blanz and M. J. Tarr and H. H. B{\"{u}}lthoff",
title = "{What object attributes determine canonical views?}",
journal = "Perception",
volume = "28",
pages = "575--599",
year = "1999",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf181.pdf",
abstract = "./buelthoff9.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Gegenfurtner99,
author = "K. R. Gegenfurtner",
title = "{The eyes have it!}",
journal = "Nature",
volume = "398",
pages = "291--292",
year = "1999",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf190.pdf",
abstract = "./Gegenfurtner99.htm",
snote = "258",
annote = "Visual Process Control; Issues; Active Sensing",
}
@Article{gegenfurtnerreisbeck,
author = "T. E. Reisbeck and K. R. Gegenfurtner",
title = "{Velocity tuned mechanisms in human motion processing}",
journal = "Vision Research",
volume = "39",
pages = "3267--3285",
year = "1999",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf211.pdf",
abstract = "./gegenfurtnerreisbeck.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{buelthoff10,
author = "G. M. Wallis and H. H. B{\"{u}}lthoff",
title = "{Learning to recognize objects}",
journal = "Trends In Cognitive Science",
volume = "3",
pages = "22--31",
year = "1999",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf222.pdf",
abstract = "./buelthoff10.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{trojehuber,
author = "N. f. Troje and L. Huber and M. Loidolt and U. Aust and M. Fieder",
title = "{Categorical learning in pigeons: The role of texture and shape in complex static stimuli}",
journal = "Vision Research",
volume = "39",
pages = "353--366",
year = "1999",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf218.pdf",
abstract = "./trojehuber.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@Article{buelthoff11,
author = "I. B{\"{u}}lthoff and H. H. B{\"{u}}lthoff and P. Sinha",
title = "{Top-down influences on stereoscopic depth-perception}",
journal = "Nature Neuroscience",
volume = "1 (3)",
pages = "254--257",
year = "1998",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf148.pdf",
abstract = "./buelthoff11.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@Article{buelthoff12,
author = "M. O. Franz and B. Sch{\"{o}}lkopf and H. H. B{\"{u}}lthoff",
title = "{Where did I take that snapshot? Scene-based homing by image matching}",
journal = "Biological Cybernetics",
volume = "79",
pages = "191--202",
year = "1998",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf154.pdf",
abstract = "./buelthoff12.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
@Article{gegenfurtner2,
author = "K. R. Gegenfurtner",
title = "{Visual psychophysics: synchrony in motion}",
journal = "Nature Neuroscience",
volume = "1 (2)",
pages = "96--98",
year = "1998",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf159.pdf",
abstract = "./gegenfurtner2.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{scholkopf,
author = "B. Shc{\"{o}}lkopf",
title = "{, SVMs --- a practical consequence of learning theory}",
journal = "IEEE Intelligent Systems",
volume = "13 (4)",
pages = "18--21",
year = "1998",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf731.pdf",
abstract = "./scholkopf.htm",
snote = "188",
annote = "Model Learning; Types of Learning; Supervised",
}
@Article{buelthoff13,
author = "M. J. Tarr and D. Kersten and H. H. B{\"{u}}lthoff",
title = "{Why the visual recognition system might encode the effects of illumination}",
journal = "Vision Reseach",
volume = "28",
pages = "2259--2275",
year = "1998",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf260.pdf",
abstract = "./buelthoff13.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@Article{buelthoff14,
author = "M. J. Tarr and H. H. B{\"{u}}lthoff",
title = "{Image-based object recognition in man, monkey and machine}",
journal = "Cognition",
volume = "67",
pages = "1--20",
year = "1998",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf259.pdf",
abstract = "./buelthoff14.htm",
snote = "116",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@Article{buelthoff15,
author = "A. J. O'Toole and T. Vetter and N. F. Troje and H. H. B{\"{u}}lthoff",
title = "{Sex classification is better with three dimensional head structure than with image intensity information}",
journal = "Perception",
volume = "26",
pages = "75--84",
year = "1997",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf375.pdf",
abstract = "./buelthoff15.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
%max planck logothetis dpt
@Article{leopold,
author = "D. A. Leopold",
title = "{Visual Perception: Shaping What we See}",
journal = "Current Biology",
volume = "13",
pages = "R10--R12",
year = "2003",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf2050.pdf",
abstract = "./leopold.htm",
snote = "144",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{leopoldwilke,
author = "D. A. Leopold and M. Wilke and A. Maier and N. K. Logothetis",
title = "{Stable perception of visually ambiguous patterns}",
journal = "Nature Neuroscience",
volume = "5 (6)",
pages = "605--609",
year = "2002",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf847.pdf",
abstract = "./leopoldwilke.htm",
snote = "264",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{logothetis,
author = "N. K. Logothetis and R. Blake",
title = "{Visual Competition}",
journal = "Nature Reviews Neuroscience",
volume = "3",
pages = "13--23",
year = "2002",
urlpaper = "http://www.nature.com/cgi-taf/DynaPage.taf?file=/nrn/journal/v3/n1/full/nrn701_fs.html",
abstract = "./logothetis.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{Sigala2002a,
author = "N. Sigala and F. Gabbiani and N. K. Logothetis",
title = "{Visual categorization and object representation in monkeys and humans}",
journal = "Journal of Cognitive Neuroscience",
volume = "14 (2)",
pages = "187--198",
year = "2002",
urlpaper = "http://jocn.mitpress.org/cgi/reprint/14/2/187",
abstract = "./Sigala2002a.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Grouping/Perceptual Organisation",
}
@Article{Sigala2002b,
author = "N. Sigala and N. K. Logothetis",
title = "{Visual categorization shapes features selectivity in the primate temporal cortex}",
journal = "Nature Neuroscience",
volume = "415",
pages = "318--320",
year = "2002",
urlpaper = "http://www.nature.com/cgi-taf/DynaPage.taf?file=/nature/journal/v415/n6869/full/415318a_fs.html&content_filetype=pdf",
abstract = "./Sigala2002b.htm",
snote = "252",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Tolias2001,
author = "A. S. Tolias and S. M. Smirnakis and M. A. Augath and T. Trinath and N. K. Logothetis",
title = "{Motion Processing in the macaque: Revisited with functional magnetic resonance imaging}",
journal = "Journal of Neuroscience",
volume = "21",
pages = "8594--8601",
year = "2001",
urlpaper = "",
abstract = "./Tolias2001.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{Gauthier2000,
author = "I. Gauthier and N. K. Logothetis",
title = "{Is face recognition not so unique, after all?}",
journal = "Cognitive Neuropsychology",
volume = "17 (1/2/3)",
pages = "125--142",
year = "2000",
urlpaper = "",
abstract = "./Gauthier2000.htm",
snote = "88",
annote = "Recognition, Categorisation and Estimation; Issues; Generic Classes",
}
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author = "M. O. Franz and T. R. Neumann and M. Plagge and H. A. Mallot and A. Zelle",
title = "{Can fly tangential neurons be used to estimate self-motion?}",
booktitle = "Proceedings of the 9th International Conference on Artificial Neural Networks ICANN 1999",
year = "1999",
pages = "994--999",
publisher = "D. Willshaw and A. Murray",
address = "{London}",
urlpaper = "http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf189.pdf",
abstract = "./Franz1999.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
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author = "C. J. Needham and R. D. Boyle",
title = "{Tracking multiple sports players through occlusion, congestion and scale}",
booktitle = "British Manchine Vision Conference",
volume = "1",
year = "2001",
pages = "93--102",
publisher = "Cootes, T. and Taylor, C.",
urlpaper = "http://www.comp.leeds.ac.uk/chrisn/research/bmvc01.pdf",
abstract = "./needham2001.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
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booktitle = "Proc. European Conference on AI (ECAI)",
year = "2002",
pages = "",
publisher = "",
address = "{}",
urlpaper = "http://www.comp.leeds.ac.uk/afro/galataECAI02.pdf",
abstract = "./Aphrodite2002.htm",
snote = "224",
annote = "Model Learning; Content;Activities/Behaviours/Processes/Dynamics",
}
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author = "J. Martin and V. Devin and J. L. Crowley",
title = "{Active Hand Tracking}",
booktitle = "Third International Conference on Automatic Face Gesture Recognition",
year = "1998",
pages = "",
publisher = "",
address = "{Nara, Japan}",
urlpaper = "http://www.comp.leeds.ac.uk/vincent/fgr98.ps",
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annote = "Visual Process Control; Issues; Active Sensing",
}
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author = "F. Panerai and G. Metta and G. Sandini",
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year = "2001",
urlpaper = "http://www.lira.dist.unige.it/On_line/Library/Papers/Papers_02/panerai2002.pdf",
abstract = "./panerai2001.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
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author = "G. Metta and G. Sandini and J. Konczak",
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year = "1999",
urlpaper = "http://www.lira.dist.unige.it/On_line/Library/papers/papers/Papers_00/nn2000.pdf",
abstract = "./Metta1999.htm",
snote = "202",
annote = "Model Learning; Issues; Learning Control",
}
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author = "F. Panerai and G. Sandini",
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pages = "1191--1204",
year = "1998",
urlpaper = "http://www.lira.dist.unige.it/On_line/Library/papers/papers/Papers_98/PaneraiNN98.pdf",
abstract = "./panerai1998.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{ferrari1995,
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year = "1995",
urlpaper = "http://www.lira.dist.unige.it/On_line/Library/papers/papers/Papers_95/sensor.ps",
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snote = "288",
annote = "Visual Process Control; Issues; Speed of Response",
}
@InProceedings{Spengler2003,
author = "M. Spengler and B. Schiele",
title = "{Multi-Object Tracking Based on a Modular Knowledge Hierarchy}",
booktitle = "3rd International Conference on Computer Vision Systems",
year = "2003",
address = "{Graz, Austria}",
urlpaper = "http://www.vision.ethz.ch/publ/spengler_icvs03.pdf",
abstract = "./Spengler2003.htm",
snote = "14",
annote = "Knowledge Representation; Style; Ontological",
}
@InProceedings{Spengler2002,
author = "Multi-Object Tracking: Explicit Knowledge Representation and Implementation for Complexity Reduction",
title = "{Spengler, M. and Schiele, B.}",
booktitle = "Cognitive Vision Workshop 2002",
year = "2002",
month = sep,
address = "{Zurich, Zwitzerland}",
urlpaper = "http://www.vision.ethz.ch/publ/spengler_cogvis02.pdf",
abstract = "./Spengler2002.htm",
snote = "12",
annote = "Knowledge Representation; Style; Probabilistic",
}
@InProceedings{Vogel2002a,
author = "J. Vogel and B. Schiele",
title = "{Query-Dependent Performance Optimization for Vocabulary-supported Image Retrieval}",
booktitle = "DAGM Symposium",
year = "2002",
month = sep,
address = "{Zurich, Zwitzerland}",
urlpaper = "http://www.vision.ethz.ch/publ/dagm02.pdf",
abstract = "./Vogel2002a.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@InProceedings{Kruppa2002,
author = "H. Kruppa and M. A. Bauer and B. Schiele",
title = "{Skin Patch Detection in Real-World Images}",
booktitle = "DAGM Symposium 2002",
year = "2002",
month = sep,
address = "{Zurich, Zwitzerland}",
urlpaper = "http://www.vision.ethz.ch/publ/dagm02_hannes.pdf",
abstract = "./Kruppa2002.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@InProceedings{Hall2002,
author = "D. Hall and B. Leibe and B. Schiele",
title = "{Saliency of Interest Points under Scale Changes}",
booktitle = "British machine Vision Conference 2002",
year = "2002",
address = "{Cardiff, Wales}",
urlpaper = "http://www.vision.ethz.ch/publ/hall-saliency-bmvc02.pdf",
abstract = "./Hall2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Schiele2002,
author = "B. Schiele",
title = "{How Many Classifiers Do I Need?}",
booktitle = "International Conference on Pattern Recognition ICPR2002",
year = "2002",
month = aug,
address = "{Quebec, Canada}",
urlpaper = "http://www.vision.ethz.ch/publ/icpr02_bernt.pdf",
abstract = "./Schiele2002.htm",
snote = "86",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@InProceedings{Vogel2002b,
author = "J. Vogel and B. Schiele",
title = "{On Performance Prediction and Optimization for Image Retrieval}",
booktitle = "European Conference on Computer Vision, ECCV",
year = "2002",
month = may,
address = "{Kopenhagen, Denmark}",
volume = "4",
pages = "49--63",
urlpaper = "http://www.vision.ethz.ch/publ/eccv02.pdf",
abstract = "./Vogel2002b.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@InProceedings{Hetzel2001,
author = "G. Hetzel and B. Leibe and P. Levi and B. Schiele",
title = "{3D Object Recognition from Range Images Using Local Features}",
booktitle = "International Conference on Computer Vision and Pattern Recognition CVPR",
year = "2001",
month = dec,
address = "{Kaui Island, Hawaii}",
urlpaper = "http://www.vision.ethz.ch/publ/cvpr01.pdf",
abstract = "./Hetzel2001.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Antifakos2001,
author = "S. Antifakos and B. Schiele",
title = "{Beyond position Awareness}",
booktitle = "Workshop on Location Modeling for Ubiquitous Computing at Ubicomp 2001",
year = "2001",
month = oct,
address = "{Atlanta}",
urlpaper = "http://www.vision.ethz.ch/publ/uc_location01.pdf",
abstract = "./Antifakos2001.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
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author = "H. Kruppa and B. Schiele",
title = "{Hierarchical Combination of Object Models Using Mutual Information}",
booktitle = "British Machine Vision Conference, BMVC 2001",
year = "2001",
month = sep,
address = "{Manchester, UK}",
urlpaper = "http://www.vision.ethz.ch/publ/bmvc01.pdf",
abstract = "./Kruppa2001a.htm",
snote = "60",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
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author = "H. Kruppa and M. Spengler and B. Schiele",
title = "{Context-driven Model Switching for Visual Tracking}",
booktitle = "9th International Symposium on Intelligent Robotic Systems",
year = "2001",
month = jul,
address = "{Toulouse, France}",
urlpaper = "http://www.vision.ethz.ch/publ/sirs01switch.pdf",
abstract = "./Kruppa2001b.htm",
annote = "Visual Process Control; General Approaches; Probabilistic",
}
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author = "B. Schiele and J. L. Crowley",
title = "{Recognition without Correspondence using Multidimensional Receptive Fields Histograms}",
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pages = "31--50",
year = "2000",
month = jan,
urlpaper = "http://www.vision.ethz.ch/publ/ijcv_schiele.ps.gz",
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snote = "36",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
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author = "B. Schiele and A. Pentland",
title = "{Probabilistic Object Recognition and Localization}",
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year = "1999",
month = sep,
address = "{Greece}",
urlpaper = "http://www.vision.ethz.ch/publ/tr499.ps.gz",
abstract = "./Schiele1999.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
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author = "D. Roy and B. Schiele and A. Pentland",
title = "{Learning Audio-Visual Associations Using Mutual Information}",
booktitle = "Proceedings Integration of Speech and Image Understanding",
year = "1999",
month = sep,
address = "{Greece}",
volume = "",
pages = "147--163",
urlpaper = "http://www.vision.ethz.ch/publ/iccv-workshop99.pdf.gz",
abstract = "./Roy1999.htm",
annote = "Emerging Topics; Vision and Language Fusion",
}
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title = "{Recognising Places Using Images Sequences}",
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address = "{San Fransisco}",
volume = "",
pages = "",
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annote = "Recognition, Categorisation and Estimation; General Approaches; Temporal",
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author = "A. Jaklic and F. Solina",
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month = sep,
year = "2002",
publisher = "Springer-Verlag",
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annote = "Reasoning about Structures and Events; Issues; Self-Analysis",
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annote = "Visual Process Control; Issues; Process Control and Monitoring",
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abstract = "./Kohler02.htm",
annote = "Knowledge Representation; Style; Logical",
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author = "Q. Delamarre and O. Faugeras",
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journal = "CVIU Journal",
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year = "2001",
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author = "A.~W. Fitzgibbon and A. Zisserman",
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year = "2002",
publisher = "Springer-Verlag",
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annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
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title = "Classifying Images of Materials: Achieving Viewpoint and Illumination Independence",
booktitle = "Proceedings of the 7th European Conference on Computer Vision, Copenhagen, Denmark",
year = "2002",
publisher = "Springer-Verlag",
volume = "3",
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annote = "Recognition, Categorisation and Estimation; General Approaches; Physical Models",
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author = "M. Varma and A. Zisserman",
title = "Statistical Approaches to Material Classification",
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year = "2002",
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annote = "Recognition, Categorisation and Estimation;Content; Classes/Categories",
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author = "M. Oskarsson and A. Zisserman and K. {{\AA}str{\"o}m}",
title = "Minimal Projective Reconstruction for Combinations of Points and Lines in Three Views",
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year = "2002",
urlpaper = "http://www.robots.ox.ac.uk/~vgg/publications/papers/oskarsson02.pdf",
abstract = "./Oskarsson02.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
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author = "R. Lockton and A.~W. Fitzgibbon",
title = "Real-time gesture recognition using deterministic boosting",
booktitle = "Proceedings of the British Machine Vision Conference",
year = "2002",
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abstract = "./Lockton02.htm",
annote = "Recognition, Categorisation and Estimation;Content; Activities/Behaviours/Processes/Dynamics",
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author = "F. Schaffalitzky and A. Zisserman",
title = "Multi-view matching for unordered image sets, or {``How do I organize my holiday snaps?''}",
booktitle = "Proceedings of the 7th European Conference on Computer Vision, Copenhagen, Denmark",
pages = "414--431",
year = "2002",
publisher = "Springer-Verlag",
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abstract = "./Schaffalitzky02.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
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author = "F. Schaffalitzky and A. Zisserman",
title = "Automated Scene Matching in Movies",
booktitle = "Proceedings of the Challenge of Image and Video Retrieval, London",
year = "2002",
urlpaper = "http://www.robots.ox.ac.uk/~vgg/publications/papers/schaffalitzky02a.pdf",
abstract = "./Schaffalitzky02a.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
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author = "T. Werner and A. Zisserman",
title = "New Techniques for Automated Architecture Reconstruction from Photographs",
booktitle = "Proceedings of the 7th European Conference on Computer Vision, Copenhagen, Denmark",
year = "2002",
publisher = "Springer-Verlag",
urlpaper = "http://www.robots.ox.ac.uk/~vgg/publications/papers/werner02.pdf",
abstract = "./Werner02.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
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@InProceedings{Werner02a,
author = "T. Werner and A. Zisserman",
title = "Model Selection for Automated Architectural Reconstruction from Multiple Views",
booktitle = "Proceedings of the British Machine Vision Conference",
year = "2002",
urpaper = "http://www.robots.ox.ac.uk/~vgg/publications/papers/werner02a.pdf",
abstract = "./Werner02a.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
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@InProceedings{Wexler02,
author = "Y. Wexler and A.~W. Fitzgibbon and A. Zisserman",
title = "Bayesian Estimation of Layers from Multiple Images",
booktitle = "Proceedings of the 7th European Conference on Computer Vision, Copenhagen, Denmark",
year = "2002",
publisher = "Springer-Verlag",
urlpaper = "http://www.robots.ox.ac.uk/~vgg/publications/papers/wexler02.pdf",
abstract = "./Wexler02.htm",
annote = "Recognition, Categorisation and Estimation;Content; Parameters",
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author = "D.~P. Capel and A. Zisserman",
title = "Super-resolution from multiple views using learnt image models",
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year = "2001",
urlpaper = "http://www.robots.ox.ac.uk/~vgg/publications/papers/capel01.pdf",
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annote = "Reasoning about Structures and Events; Methods; Model-based",
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author = "A.~W. Fitzgibbon",
title = "Stochastic rigidity: Image registration for nowhere-static scenes",
booktitle = "Proceedings of the International Conference on Computer Vision",
month = jul,
year = "2001",
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year = "2001",
type = "Lic. Thesis",
number = "LiU-Tek-Lic-2001:06",
address = "SE-581 83 Link{\"o}ping, Sweden",
month = feb,
note = "Thesis No. 869, ISBN 91-7219-951-2",
urlpaper = "http://www.isy.liu.se/cvl/ScOut/Theses/Papers/PE_Forssen_lic.pdf",
abstract = "./forssen01.htm",
annote = "Reasoning about Structures and Events; Methods; Statistical",
}
@InProceedings{Granlund00,
author = "G. H. Granlund",
title = "An Associative Perception-Action Structure Using a Localized Space Variant Information Representation",
booktitle = "Proceedings of Algebraic Frames for the Perception-Action Cycle (AFPAC)",
year = "2000",
address = "Kiel, Germany",
month = sep,
urlpaper = "http://www.isy.liu.se/cvl/ScOut/Publications/Papers/afpac00_gg.pdf",
abstract = "./Granlund00.htm",
annote = "Visual Process Control; Issues; Active Sensing",
}
@InProceedings{Buelow99a,
author = "Th. B{\"u}low",
title = "Hypercomplex Spectral Signal Representations for the Processing and Analysis of Images",
school = "University of Kiel, Germany",
year = "1999",
urlpaper = "http://www.cis.upenn.edu/~thomasbl/Papers/diss.ps.gz",
abstract = "./Buelow99a.htm",
snote = "32",
annote = "Knowledge Representation; Issues; Storage",
}
@Article{Granlund99,
author = "G. H. Granlund",
title = "{The complexity of vision}",
journal = "Signal Processing",
volume = "74 (1)",
pages = "101--126",
year = "1999",
urlpaper = "http://www.elsevier.com/gej-ng/10/39/20/64/17/23/article.pdf",
abstract = "./Granlund99.htm",
snote = "290",
annote = "Case Studies",
}
@Article{Pauli98,
author = "J. Pauli",
title = "{Learning to recognize and grasp objects}",
journal = "Machine Learning",
volume = "31",
pages = "239--258",
year = "1998",
urlpaper = "http://citeseer.nj.nec.com/rd/20094788%2C186652%2C1%2C0.25%2CDownload/http://citeseer.nj.nec.com/cache/papers/cs/3414/http:zSzzSzwww.ks.informatik.uni-kiel.dezSz%7EjpazSzpaperszSzlearn_rec_gra_98.pdf/pauli98learning.pdf",
abstract = "./Pauli98.htm",
snote = "194",
annote = "Model Learning; Types of Learning; Unsupervised",
}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%new june 2004 files%%%%%%%%%%%%%%%%%%%
@Article{Sangui2003,
author = "Enver Sanguineto",
title = "{An Abstract representation for Geometric knowledge for object classification}",
journal = "Pattern Recognition Letters",
volume = "24 (9--10)",
pages = "1241--1250",
year = "2003",
month = jun,
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V15-47DMC6X-9-6H&_cdi=5665&_orig=na&_coverDate=06%2F30%2F2003&_sk=999759990&view=c&wchp=dGLbVlb-zSkWW&_acct=C000010638&_version=1&_userid=128860&md5=a3f8e3189043d8601556f45d50893a7a&ie=f.pdf",
abstract = "./Sangui2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@Article{Quek1993,
author = "Quek F. Jain R. Weymouth T. E.",
title = "{An abstraction based approach to 3 D pose determination from range images}",
journal = "Pattern Analysis and Machine Intelligence, IEEE Transactions",
volume = "15 (7)",
pages = "722--736",
year = "1993",
urlpaper = "http://www.google.com",
abstract = "./Quek1993.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
@Article{Nogawa1997,
author = "H. Nogawa and Y. Nakajima and Y. Sato and S. tamura",
title = "{Acquisition of Symbolic Description from Flow fields: A New Approach Based on a Fluid Model}",
journal = "Pattern Analysis and Machine Intelligence, IEEE Transactions",
volume = "19 (1)",
pages = "58--63",
year = "1997",
urlpaper = "http://dlib.computer.org/tp/books/tp1997/pdf/i0058.pdf",
abstract = "./Nogawa1997.htm",
annote = "Emerging Topics; Vision and Language Fusion",
}
@Article{Edelman2002,
author = "S. Edelman",
title = "{Constraining the neural representation of the visual world}",
journal = "Trends in Cognitive Sciences",
volume = "6",
pages = "125--131",
year = "2002",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/tics01-ms.pdf",
abstract = "./Edelman2002.htm",
annote = "Case Studies",
}
@Article{Edelman2002b,
author = "S. Edelman and N. Intrator and J. S. Jacobson",
title = "{Unsupervised Learning of Visual Structure}",
journal = "Lecture notes in Computer Science",
volume = "2025",
pages = "629--643",
year = "2002",
editors = "Buelthoff, H. H. and Poggio, T. and Lee, S. W. and Wallraven, C.",
publisher = "Springer",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/bmcv02longer.pdf",
abstract = "./Edelman2002b.htm",
annote = "Model Learning; Types of Learning; Unsupervised",
}
@Article{Edelman2003,
author = "S. Edeleman and N. Intrator",
title = "{Towards structural systematicity on distributed, statically bound visual representations}",
journal = "Cognitive Science",
volume = "27",
pages = "73--110",
year = "2003",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/cogsci-03.pdf",
abstract = "./Edelman2003.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{Dill2001,
author = "M. Dill and S. Edelman",
title = "{Imperfect invarianceto object translation in the discriminatio of complex shapes}",
journal = "Perception",
volume = "30",
pages = "707--724",
year = "2001",
editor = "M. A. Arbib",
publisher = "MIT Press",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/perception-final.pdf",
abstract = "./Dill2001.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{Duvdevani1999,
author = "S. Duvdevani-Bar and S. Edelman",
title = "{Visual recognition and categorization on the basis of similarities to multiple class prototypes}",
journal = "International Journal of Computer Vision",
volume = "33",
pages = "201--228",
year = "1999",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/ijcv-final.pdf",
abstract = "./Duvdevani1999.htm",
annote = "Recognition, Categorisation and Estimation; Content; Classes/Categories",
}
@Article{Edelman1999,
author = "S. Edeleman and K. Grill-Spector and T. Kushnir and R. Malach",
title = "{Towards direct visualization of the internal shape representation space by FMRI}",
journal = "Psychobiology(Special Issue on Cognitive Neuroscience of Object Representation and Recognition",
volume = "26",
pages = "309--321",
year = "1999",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/psychbi3.pdf",
abstract = "./Edelman1999.htm",
annote = "Knowledge Representation; Content; Classes/Categories",
}
@Article{Edelman1998,
author = "S. Edelman",
title = "{Spanning the face space}",
journal = "Journal of Bological Systems",
volume = "6",
pages = "265--280",
year = "1998",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/jbs-rev.pdf",
abstract = "./Edelman1998.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Cutzu1998,
author = "F. Cutzu and S. Edelman",
title = "{Representation of object similarity in human vision: psychophysics and a computational model}",
journal = "Vision research",
volume = "38",
pages = "2227--2257",
year = "1998",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/visres96-animals.pdf",
abstract = "./Cutzu1998.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{Edelman1997,
author = "S. Edeleman",
title = "{Computational theories of object recognition}",
journal = "Trends in Cognitive Sciences",
volume = "1",
pages = "296--304",
year = "1997",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/tics.pdf",
abstract = "./Edelman1997.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@Article{Intrator1997,
author = "N. Intrator and S. Edelman",
title = "{Learning low dimensional representations of visual objects with extensive use of prior knowledge }",
journal = "Network",
volume = "8",
pages = "259--281",
year = "1997",
urlpaper = "ftp://cns.brown.edu/nin/papers/ml1.ps.Z",
abstract = "./Intrator1997.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Labelling",
}
@Article{Edelmanconnection1997,
author = "S. Edelman and S. Duvdevani-Bar",
title = "{Similarity, connectionism, and the problem of representation in vision}",
journal = "Neural Computation",
volume = "9",
pages = "701--720",
year = "1997",
urlpaper = "ftp://ftp.wisdom.weizmann.ac.il/pub/Eris/veridical.ps.Z",
abstract = "./Edelmanconnection1997.htm",
annote = "Reasoning about Structures and Events; Methods; Distributed",
}
@Article{Lando1995,
author = "M. Lando and S. Edelman",
title = "{Generalization from a single view in face recognition}",
journal = "Network",
volume = "6",
pages = "551--576",
year = "1995",
urlpaper = "ftp://ftp.wisdom.weizmann.ac.il/pub/Eris/maria-tr.ps.Z",
abstract = "./Lando1995.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@Article{Cutzu1994,
author = "F. Cutzu and S. Edelman",
title = "{Canonical views in object representation and recognition }",
journal = "Vision Research",
volume = "34",
pages = "3037--3056",
year = "1994",
urlpaper = "ftp://ftp.wisdom.weizmann.ac.il/pub/Eris/cs-tr-92-10.ps.Z",
abstract = "./Cutzu1994.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Edelman1994,
author = "S. Edelman",
title = "{Biological Constraints and the Representation of Structure in Vision and Language}",
journal = "Psycoloquy",
volume = "5",
pages = "57",
year = "1994",
urlpaper = "ftp://ftp.wisdom.weizmann.ac.il/pub/Eris/vision-language.text.Z",
abstract = "./Edelman1994.htm",
annote = "Emerging Topics; Vision and Language Fusion",
}
@Article{Edelman1992,
author = "S. Edelman and H. Buelthoff",
title = "{Orientation dependence in the recognition of familiar and novel views of 3D objects }",
journal = "Vision Research",
volume = "32",
pages = "2385--2400",
year = "1992",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/Edelman-VR92.pdf",
abstract = "./Edelman1992.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@InProceedings{Feifei2003,
author = "L. Fei-Fei and R. Fergus and P. Perona",
title = "{A Bayesian approach to unsupervised One-Shot learning of Object categories.}",
booktitle = "ICCV",
year = "2003",
month = "",
address = "{}",
volume = "",
urlpaper = "http://www.vision.caltech.edu/html-files/FeiFei_ICCV03.pdf",
abstract = "./Feifei2003.htm",
annote = "Model Learning; Content; Classes/Categories",
}
@InProceedings{Fergus2003,
author = "R. Fergus and P. Perona and A. Zisserman",
title = "{Object Class Recognition by Unsupervised Scale-Invariant Learning}",
booktitle = "IEEE Conf on Computer Vision and Pattern Recognition",
year = "2003",
month = "",
address = "",
volume = "",
urlpaper = "ftp://vision.caltech.edu/pub/tech-reports/Fergus_CVPR03.pdf",
abstract = "./Fergus2003.htm",
annote = "Model Learning; Content; Classes/Categories",
}
@InProceedings{WeberWelling2000,
author = "M. Weber and M. Welling and P. Perona",
title = "{Unsupervised Learning of Models for Recognition}",
booktitle = "6th Europ. Conf. Comp. Vis., ECCV2000",
year = "2000",
month = jun,
address = "{Dublin, Ireland}",
urlpaper = "ftp://vision.caltech.edu/pub/tech-reports/ECCV00-recog.pdf",
abstract = "./WeberWelling2000.htm",
annote = "Model Learning; Types of Learning; Unsupervised",
}
@InProceedings{WeberEinhaeuser2000,
author = "M. Weber and W. Einhaeuser and M. Welling and P. Perona",
title = "{Viewpoint-Invariant Learning and Detection of Human Heads}",
booktitle = "4th Int. Conf. Autom. Face and Gesture Rec., FG2000",
year = "2000",
month = mar,
address = "{Grenoble, France}",
volume = "",
urlpaper = "ftp://vision.caltech.edu/pub/tech-reports/FG00-recog.pdf",
abstract = "./WeberEinhaeuser2000.htm",
annote = "Model Learning; Content; Parameters",
}
@Article{BurlWeber1998,
author = "Michael C. Burl and Markus Weber and Pietro Perona",
title = "A probabilistic approach to object recognition using local photometry and global geometry",
journal = "Lecture Notes in Computer Science",
volume = "1407",
pages = "628--??",
year = "1998",
urlpaper = "http://citeseer.nj.nec.com/cache/papers/cs/8732/http:zSzzSzwww-aig.jpl.nasa.govzSzpubliczSzmlszSzdiamond_eyezSz..zSzhomezSzburlzSzpublicationszSzECCV98.pdf/burl98probabilistic.pdf",
abstract = "./BurlWeber1998.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@Article{burl98learning,
author = "Michael C. Burl and Lars Asker and Padhraic Smyth and Usama M. Fayyad and Pietro Perona and Larry Crumpler and Jayne Aubele",
title = "Learning to Recognize Volcanoes on Venus",
journal = "Machine Learning",
volume = "30",
number = "2--3",
pages = "165--194",
year = "1998",
urlpaper = "http://citeseer.ist.psu.edu/cache/papers/cs/492/ftp:zSzzSzvision.caltech.eduzSzpubzSztech-reports-visionzSzMLJ98-recog.pdf/burl98learning.pdf",
abstract = "./burl98learning.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{SocherSagerer2000,
author = "G. Socher and G. Sagerer and Perona P.",
title = "{Bayesian reasoning on qualitative descriptions from images and speech}",
journal = "Image and Vision Computing",
volume = "18 (2)",
pages = "155--172",
year = "2000",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V09-3Y9XPHD-5-1&_cdi=5641&_orig=search&_coverDate=01%2F31%2F2000&_qd=1&_sk=999819997&view=c&wchp=dGLbVtz-zSkWz&_acct=C000010638&_version=1&_userid=128860&md5=34f0488e5163b35373ad97cf041e6c15&ie=f.pdf",
abstract = "./SocherSagerer2000.htm",
annote = "Emerging Topics; Vision and Language Fusion",
}
%Motion Estimation
@InProceedings{Song2003,
author = "Yang Song and Luis Goncalves and Pietro Perona",
title = "{Unsupervised Learning of Human Motion}",
booktitle = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
year = "2003",
month = jul,
address = "",
volume = "25",
pages = "",
urlpaper = "ftp://vision.caltech.edu/pub/tech-reports-vision/SongPerona-PAMI-03.pdf",
abstract = "./Song2003.htm",
annote = "Model Learning; Types of Learning; Unsupervised",
}
@InProceedings{Soatto1996,
author = "Stefano Soatto and Ruggero Frezza and Pietro Perona",
title = "{Motion Estimation via Dynamic Vision}",
booktitle = "IEEE T AUTOMAT CONTR",
year = "1996",
month = mar,
address = "",
volume = "41 (3)",
pages = "393--413",
urlpaper = "ftp://vision.caltech.edu/pub/tech-reports-vision/submitted_TAC-94-004.ps.Z",
abstract = "",
annote = "Recognition, Categorisation and Estimation; Content; Activities/Behaviours/Processes/Dynamics",
}
@InProceedings{SavareseRushmeiera2001,
author = "Silvio Savarese and Holly Rushmeiera and Fausto Bernardini and Pietro Perona",
title = "{Shadow Carving}",
booktitle = "Proc. of the Int. Conf. on Computer Vision (ICCV)",
year = "2001",
month = jun,
address = "{Vancouver, Canada,}",
volume = "1",
pages = "",
urlpaper = "http://csdl.computer.org/dl/proceedings/iccv/2001/1143/01/114310190.pdf",
abstract = "./SavareseRushmeiera2001.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@InProceedings{Savarese2001,
author = "Silvio Savarese and Pietro Perona",
title = "{Local Analysis for 3D Reconstruction of Specular Surfaces}",
booktitle = "IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)",
year = "2001",
month = dec,
address = "Hawaii, USA",
volume = "",
pages = "",
urlpaper = "http://www.vision.caltech.edu/savarese/P5_28.pdf",
abstract = "./Savarese2001.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@InProceedings{Savarese2002,
author = "Silvio Savarese and Pietro Perona",
title = "{Local Analysis for 3D Reconstruction of Specular Surfaces -- part II}",
booktitle = "ECCV",
year = "2002",
month = may,
address = "{Denmark}",
volume = "7",
pages = "",
urlpaper = "http://www.vision.caltech.edu/savarese/eccv_2002_final.pdf",
abstract = "./Savarese2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
%PSYCHOPHYSICS%
@InProceedings{FeiFeiRufin2002,
author = "Fei Fei Li and Rufin VanRullen and Christof Koch and Pietro Perona",
title = "{Rapid natural scene categorization in the near absence of attention}",
booktitle = "Proc Nat Acad Sci",
year = "2002",
month = jul,
address = "{}",
volume = "99",
pages = "",
urlpaper = "http://www.vision.caltech.edu/feifeili/papers/LiVanRullenKochPerona2002.pdf",
abstract = "./FeiFeiRufin2002.htm",
annote = "Visual Process Control; Paradigms; Covert Control",
}
@Article{Sun1997,
author = "Jennifer Sun and Pietro Perona",
title = "{Shading and stereo in early perception of shape and reflectance}",
journal = "Perception",
volume = "26 (4)",
pages = "519--529",
year = "1997",
urlpaper = "http://www.perceptionweb.com/perc1297/contents.html",
abstract = "./Sun1997.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{Sun1996,
author = "Jennifer Sun and Pietro Perona",
title = "{Preattentive perception of elementary three-dimensional shapes.}",
journal = "Vision research",
volume = "36 (16)",
pages = "2515--29",
year = "1996",
urlpaper = "http://elsevier.lib.sjtu.edu.cn/cgi-bin/sciserv.pl?collection=journals&journal=00426989&issue=v36i0016",
abstract = "./Sun1996.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{CutzuTsotsos2003,
author = "J. K. {Cutzu, F., Tsotsos}",
title = "{The selective tuning model of visual attention: Testing the predictions arising from the inhibitory surround mechanism}",
journal = "Vision Research",
volume = "",
pages = "205--219",
year = "2003, Jan",
urlpaper = "http://www.cs.yorku.ca/~tsotsos/VisRes-C&T.pdf",
abstract = "./CutzuTsotsos2003.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@Article{YeTsotsos2001,
author = "Y. Ye and J. K. Tsotsos",
title = "{Knowledge Granularity Spectrum, Action Pyramid, and the Scaling Problem}",
journal = "Int. Journal of Artificial Intelligence and Pattern Recognition",
volume = "15(3)",
pages = "379--404",
year = "2001",
urlpaper = "http://www.cs.yorku.ca/~tsotsos/ye-granularity.pdf",
abstract = "./YeTsotsos2001.htm",
annote = "Knowledge Representation; Content; Task Control",
}
@Article{Tsotsos2001,
author = "J. K. Tsotsos",
title = "{Motion Understanding: Task-Directed Attention and Representations that link Perception with Action}",
journal = "International Journal of Computer Vision",
volume = "45(3)",
pages = "265--280",
year = "2001",
urlpaper = "http://www.cs.yorku.ca/~tsotsos/IJCV-nagel.pdf",
abstract = "./Tsotsos2001.htm",
annote = "Reasoning about Structures and Events; Content; Tasks/Goals",
}
@Article{YeTsotsos2001b,
author = "{Te,Y.} and J. K. Tsotsos",
title = "{A Complexity Level Analysis of the Sensor Planning Task for Object search}",
journal = "Computational Intelligence",
volume = "17(4)",
pages = "605--620",
year = "2001",
urlpaper = "http://www.blackwellpublishing.com/abstract.asp?ref=0824-7935&vid=17&iid=4&aid=166&s=&site=1",
abstract = "./YeTsotsos2001b.htm",
annote = "Visual Process Control; Issues; Speed of Response",
}
@Article{Herpers2001,
author = "R. Herpers and K. Derpanis and G. Verghese and M. Jenkin and E. Milios and A. Jepson and J. K. Tsotsos",
title = "{SAVI: An Actively Controlled Teleconferencing System}",
journal = "Image and Vision Computing",
volume = "19",
pages = "793--804",
year = "2001",
urlpaper = "http://cvr.yorku.ca/members/gradstudents/kosta/home/file_cviu-herpers.pdf",
abstract = "./Herpers2001.htm",
annote = "Visual Process Control; Issues; Active Sensing",
}
%ICVS2003%%%%
@InProceedings{draper2003,
author = "B. A. Draper and K. Baek and J. Boody",
title = "{Implementing the Expert Object Recognition Pathway}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://www.cs.colostate.edu/~draper/publications/draper_icvs03.pdf",
abstract = "./draper2003.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@InProceedings{Peters2003,
author = "G. Peters",
title = "{Efficient Pose Estimation Using View-Based Object Representation}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://ls7-www.cs.uni-dortmund.de/~peters/publication_sources/ICVS03.pdf",
abstract = "./Peters2003.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@InProceedings{Heidemann2003,
author = "G. Heidemann and R. Rae and H. Bekel and I. Bax and H. Ritter",
title = "{Integrating Context-Free and Context-Dependent Attentional Mechanisms For Gestural Object Reference}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://link.springer-ny.com/link/service/series/0558/papers/2626/26260022.pdf",
abstract = "./Heidemann2003.htm",
annote = "Reasoning about Structures and Events; Content;Events and Temporal Structures",
}
@InProceedings{Nagel2003,
author = "Hans-Hellmut Nagel",
title = "{Reflections on Cognitive Vision Systems}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://link.springer-ny.com/link/service/series/0558/papers/2626/26260034.pdf",
abstract = "./Nagel2003.htm",
annote = "Case Studies",
}
@InProceedings{Maillot2003,
author = "N. Maillot and M. Thonnat and A. Boucher",
title = "{Towards Ontology Based Cognitive Vision}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://link.springer-ny.com/link/service/series/0558/papers/2626/26260044.pdf",
abstract = "./Maillot2003.htm",
annote = "Knowledge Representation; Style; Generative",
}
@InProceedings{Town2003,
author = "C. Town and D. Sinclair",
title = "{A Self-Referential Perceptual Inference Framework for Video Interpretation}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://link.springer-ny.com/link/service/series/0558/papers/2626/26260054.pdf",
abstract = "./Town2003.htm",
annote = "Knowledge Representation; Style; Generative",
}
@InProceedings{Loccoz2003,
author = "N. Moënne-Loccoz and F. Brémond and M. Thonnat",
title = "{Recurrent Bayesian Network for the Recognition of Human Behaviors from Video}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
urlpaper = "http://link.springer-ny.com/link/service/series/0558/papers/2626/26260068.pdf",
abstract = "./Loccoz2003.htm",
annote = "Recognition, Categorisation and Estimation; Content; Activities/Behaviours/Processes/Dynamics",
}
@InProceedings{Lee2003,
author = "T. S. Lee and E. M. Lee and H. T. Park and Y. K. Kwag and S. S. Lim and J. H. Baek and B. W. Hwang",
title = "{Implementation of Traffic Flow Measuring Algorithm Using Real-Time Dynamic Image Processing }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "78--87",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=1lbfddaqtg1knk5hhl5x&referrer=contribution&format=2&page=1",
abstract = "./Lee2003.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
@InProceedings{Park2003,
author = "J. Park and J. Yi",
title = "{Efficient Fingertip Tracking and Mouse Pointer Control for a Human Mouse }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "88--97",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=ecxx5uwywmcjqwhp9g7t&referrer=contribution&format=2&page=1",
abstract = "./Park2003.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@InProceedings{Chandraker2003,
author = "M. K. Chandraker and C. Stock and A. Pinz",
title = "{Real-Time Camera Pose in a Room}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "98--110",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=6ea5yjwwmr3j20nqhn2g&referrer=contribution&format=2&page=1",
abstract = "./Chandraker2003.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@InProceedings{Huber2003,
author = "R. Huber and J. Biber and C. Nowak and B. Spatzek",
title = "{Recognition of Obstacles on Structured 3D Background }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "111--120",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=gmuaamtqqqdvnrplequy&referrer=contribution&format=2&page=1",
abstract = "./Huber2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Physical Models",
}
@InProceedings{Geys2003,
author = "I. Geys and L. Van Gool",
title = "{Virtual Post-its: Visual Label Extraction, Attachment, and Tracking for Teleconferencing}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "121--130",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=9b6a715fe64vyh40491y&referrer=contribution&format=2&page=1",
abstract = "./Geys2003.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@InProceedings{Chamizo2003,
author = "J. M. G. Chamizo and A. F. Guilló and J. A. López and F. M. Pérez",
title = "{Architecture for Image Labelling in Real Conditions }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "131--140",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=np3lqmqglpd5m4vxjywv&referrer=contribution&format=2&page=1",
abstract = "./Chamizo2003.htm",
annote = "Knowledge Representation;Issues; Storage",
}
@InProceedings{Hanton2003,
author = "K. Hanton and V. Smutný and V. Franc and V. Hlavác",
title = "{Alignment of Sewerage Inspection Videos for Their Easier Indexing}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "141--150",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=01gkygmhtrph53lhktb6&referrer=contribution&format=2&page=1",
abstract = "./Hanton2003.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Alignment",
}
@InProceedings{Paletta2003,
author = "Lucas Paletta and Gerhard Paar",
title = "{Information Selection and Probabilistic 2D - 3D Integration in Mobile Mapping}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "151--161",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=ha03emtqqqdvnx749w9h&referrer=contribution&format=2&page=1",
abstract = "./Paletta2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@InProceedings{Butenuth2003,
author = "Matthias Butenuth and Bernd-Michael Straub and Christian Heipke and Felicitas Willrich",
title = "{Tree Supported Road Extraction from Arial Images Using Global and Local Context Knowledge }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "162--171",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=9hgkygmhtrxfhd6vkyvm&referrer=contribution&format=2&page=1",
abstract = "./Butenuth2003.htm",
annote = "Recognition, Categorisation and Estimation; Content; Contexts/Scenes/Situations",
}
@InProceedings{TriasSanz2003,
author = "Roger Trias-Sanz and Nicolas Lom{\'e}nie",
title = "{Automatic Bridge Detection in High-Resolution Satellite Images }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "172--181",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=927y4mtqlq3vxt7g9j4k&referrer=contribution&format=2&page=1",
abstract = "./TriasSanz2003.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@InProceedings{Cyganek2003,
author = "Boguslaw Cyganek and Jan Borgosz",
title = "{Computer Platform for Transformation of Visual Information into Sound Sensations for Vision Impaired Persons}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "182--191",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=99a0hmtqlq3vxxxtwc2l&referrer=contribution&format=2&page=1",
abstract = "./Cyganek2003.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@InProceedings{Ding2003,
author = "Yuhua Ding and George J Vachtsevanos and Anthony J Yezzi and Wayne Daley and Bonnie S Heck-Ferri",
title = "{A Real-Time Multisensory Image Segmentation Algorithm with an Application to Visual and X-Ray Inspection }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "192--201",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=c5vlqmlgtp58meuhugdh&referrer=contribution&format=2&page=1",
abstract = "./Ding2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@InProceedings{Frintrop2003,
author = "Simone Frintrop and Erich Rome and Andreas Nüchter and Hartmut Surmann",
title = "{An Attentive, Multi-modal Laser "Eye"}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "202--211",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=59gkywlryrv9b6ykpee7&referrer=contribution&format=2&page=1",
abstract = "./Frintrop2003.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Attention",
}
@InProceedings{Neumann2003,
author = "Bernd Neumann and Thomas Weiss",
title = "{Navigating through Logic-Based Scene Models for High-Level Scene Interpretations}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "212--222",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=b5uc1mtqmr5rnrplequy&referrer=contribution&format=2&page=1",
abstract = "./Neumann2003.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
@InProceedings{Dankers2003,
author = "Andrew Dankers and Alexander Zelinsky",
title = "{A Real-World Vision System: Mechanism, Control, and Vision Processing }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "223--235",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=hfgkywlryrngfbg4wr8x&referrer=contribution&format=2&page=1",
abstract = "./Dankers2003.htm",
annote = "Visual Process Control; Issues; Active Sensing",
}
@InProceedings{Forstner2003,
author = "Wolfgang F{\"{o}}rstner and Thomas L{\"{a}}be",
title = "{Learning Optimal Parameters for Self-Diagnosis in a System for Automatic Exterior Orientation }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "236--246",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=3d1xhxwywqdtwwm7na9g&referrer=contribution&format=2&page=1",
abstract = "./Forstner2003.htm",
annote = "Model Learning; Content; Parameters",
}
@InProceedings{XiaohuiLiu2003,
author = "Xiaohui Liu and Chin-Seng Chua",
title = "{Multi-agent Activity Recognition Using Observation Decomposed Hidden Markov Model}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "247--256",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=f62clmtqmr5rn16pxgfy&referrer=contribution&format=2&page=1",
abstract = "./XiaohuiLiu2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@InProceedings{Ye2003,
author = "Guangqi Ye and Jason Corso and Darius Burschka and Gregory D Hager",
title = "{VICs: A Modular Vision-Based HCI Framework}",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "257--267",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=m3gkwgvuynb3m6xhdr02&referrer=contribution&format=2&page=1",
abstract = "./Ye2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@InProceedings{Jia2003,
author = "Yunde Jia and Yihua Xu and Wanchun Liu and Cong Yang and Yuwen Zhu and Xiaoxun Zhang and Luping An",
title = "{A Miniature Stereo Vision Machine for Real-Time Dense Depth Mapping }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "268--277",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=5n5d6ynmpd4vwhda162m&referrer=contribution&format=2&page=1",
abstract = "./Jia2003.htm",
annote = "Reasoning about Structures and Events; Content; Tasks/Goals",
}
@InProceedings{Needham2003,
author = "Chris J Needham and Roger D Boyle",
title = "{Performance Evaluation Metrics and Statistics for Positional Tracker Evaluation }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "278--289",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=2724frwyym5qwj32wmf0&referrer=contribution&format=2&page=1",
abstract = "./Needham2003.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@InProceedings{Eberst2003,
author = "Christof Eberst and Thomas Herbig",
title = "{On the Application of the Concept of Dependability for Design and Analysis of Vision Systems }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "290--303",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=9f52hywxvp2vtn2glftx&referrer=contribution&format=2&page=1",
abstract = "./Eberst2003.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@InProceedings{Kjeldsen2003,
author = "Rick Kjeldsen and Anthony Levas and Claudio Pinhanez",
title = "{Dynamically Reconfigurable Vision-Based User Interfaces }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "323--332",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=43wrc22quh3wqhelwa7w&referrer=contribution&format=2&page=1",
abstract = "./Kjeldsen2003.htm",
annote = "Visual Process Control; Issues; Process Control and Monitoring",
}
@InProceedings{Pelisson2003,
author = "Fabien Pelisson and Daniela Hall and Olivier Riff and James L Crowley",
title = "{Brand Identification Using Gaussian Derivative Histograms }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "492--501",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=5f8rkyg30g2trlae0w1h&referrer=contribution&format=2&page=1",
abstract = "./Pelisson2003.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@InProceedings{PalettaGreindl2003,
author = "Lucas Paletta and Christian Greindl",
title = "{Context Based Object Detection from Video }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "502--512",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=8dfq3murug2vvc6uhqrl&referrer=contribution&format=2&page=1",
abstract = "./PalettaGreindl2003.htm",
annote = "Recognition, Categorisation and Estimation; Content; Contexts/Scenes/Situations",
}
@InProceedings{Christmas2003,
author = "William Christmas and Edward Jaser and Kieron Messer and Josef Kittler",
title = "{A Multimedia System Architecture for Automatic Annotation of Sports Videos }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "513--522",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=nngjxkwxtkj7dyvnyd9l&referrer=contribution&format=2&page=1",
abstract = "./Christmas2003.htm",
annote = "Emerging Topics; Vision and Language Fusion",
}
@InProceedings{VanThinhVu2003,
author = "Van-Thinh Vu and François Brémond and Monique Thonnat",
title = "{Automatic Video Interpretation: A Recognition Algorithm for Temporal Scenarios Based on Pre-compiled Scenario Models }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "523--533",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=b5cr1c2bpg2trlae0ftx&referrer=contribution&format=2&page=1",
abstract = "./VanThinhVu2003.htm",
annote = "Reasoning about Structures and Events; Methods; Constraint Satisfaction",
}
@InProceedings{Jug2003,
author = "Marko Jug and Janez Pers and Branko Dezman and Stanislav Kovacic",
title = "{Trajectory Based Assessment of Coordinated Human Activity }",
booktitle = "Third International Conference on Computer Visison Systems, ICVS 2003",
year = "2003",
month = apr,
address = "{Graz, Austria}",
editor = "J. L. Crowley and J. H. Piater and M. Vincze and L. Paletta",
pages = "534--543",
urlpaper = "http://www.springerlink.com/app/home/content.asp?wasp=2lgjxkwxtk8hjfh4uc5v&referrer=contribution&format=2&page=1",
abstract = "./Jug2003.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
%%Reasearchs on keith price%%%
%%learning%%%
%14.5 Learning in Computer Vision%
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annote = "Model Learning; Issues; Validation",
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author = "Vladimir Cherkassky",
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annote = "Model Learning; Issues; Validation",
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author = "A. A. Al-Shaher and E. R. Hancock",
title = "Fast on-line learning of point distribution models",
booktitle = "ICPR02",
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abstract = "./alshaher2002.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Alignment",
}
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author = "E. Granger and Y. Savaria and P. Lavoie",
title = "A pattern reordering approach based on ambiguity detection for online category learning",
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annote = "Model Learning; Content; Classes/Categories",
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title = "Strategies for learning in class imbalance problems",
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year = "2003",
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pages = "849--851",
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abstract = "./Barandela2003.htm",
annote = "Model Learning; Content; Classes/Categories",
}
@Article{Bonarini2001,
author = "A. Bonarini and C. Bonacina and M. Matteucci",
title = "An approach to the design of reinforcement functions in real world, agent-based applications",
journal = "IEEE Transactions on Systems, Man, and Cybernetics – Part B",
volume = "31",
year = "2001",
number = "3",
month = jun,
pages = "288--301",
urlpaper = "http://ieeexplore.ieee.org/iel5/3477/20156/00931510.pdf?isNumber=20156&arnumber=931510&prod=JNL&arSt=288&ared=301&arAuthor=Bonarini%2C+A.%3B+Bonacina%2C+C.%3B+Matteucci%2C+M.",
abstract = "./Bonarini2001.htm",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@Article{Oommen2001,
author = "B. J. Oommen and M. Agache",
title = "Continuous and Discretized Pursuit Learning Schemes: Various Algorithms and Their Comparison",
journal = "IEEE Transactions on Systems, Man, and Cybernetics – Part B",
volume = "31",
year = "2001",
number = "3",
month = jun,
pages = "277--287",
urlpaper = "http://ieeexplore.ieee.org/iel5/3477/20156/00931507.pdf?isNumber=20156&arnumber=931507&prod=JNL&arSt=277&ared=287&arAuthor=Oommen%2C+B.J.%3B+Agache%2C+M.",
abstract = "./Oommen2001.htm",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@Article{Imiya,
author = "A. Imiya and K. Kawamoto",
title = "Learning dimensionality and orientations of 3{D} objects",
journal = "PRL",
volume = "22",
year = "2001",
number = "1",
month = jan,
pages = "75--83",
urlpaper = "http://elsevier.lib.sjtu.edu.cn/cgi-bin/sciserv.pl?collection=journals&journal=01678655&issue=v22i0001",
abstract = "./Imiya.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{Petrou2001,
author = "M. Petrou",
title = "Learning in Pattern Recognition: Some Thoughts",
journal = "PRL",
volume = "22",
year = "2001",
number = "1",
month = jan,
pages = "3--13",
urlpaper = "http://elsevier.lib.sjtu.edu.cn/cgi-bin/sciserv.pl?collection=journals&journal=01678655&issue=v22i0001&article=3_liprst",
abstract = "./Petrou2001.htm",
annote = "Reasoning about Structures and Events; Issues; Uncertainty",
}
@InProceedings{Srisuk2003,
author = "Werasak Kurutach {Sanan Srisuk, Maria Petrou} and Alexander Kadyrov",
title = "Face Authentication using the Trace Transform",
booktitle = "Proceedings of Computer Vision and Pattern Recognition",
year = "2003",
pages = "305--312",
urlpaper = "http://berry.cpe.mut.ac.th/research/sanun/papers/conferences/2003/cvpr03.pdf",
abstract = "./Srisuk2003.htm",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@Article{Freeman2000,
author = "W. T. Freeman and E. C. Pasztor and O. T. Carmichael",
title = "Learning Low-Level Vision",
journal = "IJCV",
volume = "40",
year = "2000",
number = "1",
month = oct,
pages = "25--47",
urlpaper = "http://www.cs.toronto.edu/~zemel/Courses/CS2535/Papers/freeman.pdf",
abstract = "./Freeman2000.htm",
annote = "Model Learning; Content; Contexts/Scenes/Situations",
}
@TechReport{Freeman2002bis,
author = "E. C. {Freeman, W.T.; Haddon, J.A.; Pasztor}",
title = "Learning Motion Analysis",
urlpaper = "http://www.merl.com/reports/docs/TR2000-32.pdf",
abstract = "./Freeman2000.htm",
annote = "Model Learning; Content; Contexts/Scenes/Situations",
}
@Article{Kim2000,
author = "W. S. Kim and H. S. Cho",
title = "Learning-based constitutive parameters estimation in an image sensing system with multiple mirrors",
journal = "Pattern Recognition",
volume = "33",
year = "2000",
number = "7",
month = jul,
pages = "1199--1217",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-404R388-6-2&_cdi=5664&_orig=na&_coverDate=07%2F31%2F2000&_sk=999669992&view=c&wchp=dGLbVlb-zSkzV&_acct=C000010638&_version=1&_userid=128860&md5=1c1079168c684fdaf353b837b257ed59&ie=f.pdf",
abstract = "./Kim2000.htm",
annote = "Model Learning; Content; Parameters",
}
@Article{Inoue2000,
author = "K. Inoue and K. Urahama",
title = "Learning of view-invariant pattern recognizer with temporal context",
journal = "PR",
volume = "33",
year = "2000",
number = "10",
month = oct,
pages = "1665--1674",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-40JNRJG-7-4N&_cdi=5664&_orig=na&_coverDate=10%2F31%2F2000&_sk=999669989&view=c&wchp=dGLbVzb-zSkWb&_acct=C000010638&_version=1&_userid=128860&md5=2486ec9688ffb55b83f086d0cdea83dd&ie=f.pdf",
abstract = "./Inoue2000.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@Article{Beymer1996,
author = "D. J. Beymer and T. Poggio",
title = "Image Representations for Visual Learning",
journal = "Science",
volume = "272",
year = "1996",
month = jun,
pages = "1905",
urlpaper = "http://cbcl.mit.edu/projects/cbcl/publications/ps/science-beymer.ps",
abstract = "./Beymer1996.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@InProceedings{Beymer1997,
author = "Philip McLauchlan and David Beymer and Benn Coifman and Jitendra Mali",
title = "A Real-time Computer Vision System for Measuring Traffic Parameters",
booktitle = "Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)",
year = "1997",
pages = "495",
publisher = "IEEE Computer Society",
urlpaper = "http://csdl.computer.org/dl/proceedings/cvpr/1997/7822/00/78220495.pdf",
abstract = "./Beymer1997.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@Article{Wang1999,
author = "H. Wang and D. Bell and F. Murtagh",
title = "Axiomatic Approach to Feature Subset Selection Based on Relevance",
journal = "PAMI",
volume = "21",
year = "1999",
number = "3",
month = mar,
pages = "271--277",
urlpaper = "http://ieeexplore.ieee.org/iel4/34/16294/00754624.pdf?isNumber=16294&arnumber=754624&prod=JNL&arSt=271&ared=277&arAuthor=Hui+Wang%3B+Bell%2C+D.%3B+Murtagh%2C+F.",
abstract = "./Wang1999.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Wyeth1998,
author = "G. Wyeth",
title = "Training {A} Vision-Guided Mobile Robot",
journal = "Machine Learning",
volume = "31",
year = "1998",
number = "1-3",
pages = "201--222",
urlpaper = "http://www.itee.uq.edu.au/~wyeth/Publications/autorobo.zip",
abstract = "./Wyeth1998.htm",
annote = "Model Learning; Content; Task Control",
}
@Article{Bishof1997,
author = "W. F. Bischof and T. M. Caelli",
title = "Scene Understanding by Rule Evaluation",
journal = "PAMI",
volume = "19",
year = "1997",
number = "11",
month = nov,
pages = "1284--1288",
urlpaper = "http://ieeexplore.ieee.org/iel3/34/13736/00632987.pdf?isNumber=13736&arnumber=632987&prod=JNL&arSt=1284&ared=1288&arAuthor=Blaschof%2C+W.F.%3B+Caelli%2C+T.",
abstract = "./Bishof1997.htm",
annote = "Reasoning about Structures and Events; Methods; Rule-based",
}
@Article{Caelli1993,
author = "T. M. Caelli and A. Pennington",
title = "An improved rule generation method for evidence-based classification systems",
journal = "Pattern Recognition",
volume = "26",
year = "1993",
number = "5",
month = may,
pages = "733--740",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPNY6-1M1/2/27ec63e0fc1f8a56f882565497602473",
abstract = "./Caelli1993.htm",
annote = "Reasoning about Structures and Events; Methods; Rule-based",
}
@Article{Cervera1996,
author = "E. Cervera and A. P. Delpobil and E. Marta and M. A. Serna",
title = "Perception-Based Learning for Motion in Contact in Task Planning",
journal = "Journal of Intelligent and Robotic Systems,",
volume = "17",
year = "1996",
number = "3",
month = nov,
pages = "283--308",
urlpaper = "http://robot.act.uji.es/lab/publications/jirs.zip",
abstract = "./Cervera1996.htm",
annote = "Model Learning; Content; Task Control",
}
@Article{Weiss1995,
author = "Y. Weiss and S. Edelman",
title = "Representation of Similarity as a Goal of Early Visual Processing",
journal = "Network: Comput. Neural Syst.",
volume = "6",
pages = "19--41",
year = "1995",
urlpaper = "http://www.iop.org/EJ/S/0/26252/gwwOw9KbdZLFbICmTTUiZw/article/0954-898X/6/1/002/ne950102.pdf",
abstract = "./Weiss1995.htm",
annote = "Visual Process Control; Issues; Active Sensing",
}
@InCollection{Gruber2003,
author = "Amit Gruber and Yair Weiss",
title = "Factorization with Uncertainty and Missing Data: Exploiting Temporal Coherence",
booktitle = "Advances in Neural Information Processing Systems 16",
editor = "Sebastian Thrun and Lawrence Saul and Bernhard {Sch\"{o}lkopf}",
publisher = "MIT Press",
address = "Cambridge, MA",
year = "2004",
urlpaper = "http://books.nips.cc/papers/files/nips16/NIPS2003_VM03.pdf",
abstract = "./Gruber2003.htm",
annote = "Reasoning about Structures and Events; Issues; Uncertainty",
}
@InProceedings{Levin2003,
author = "A. {Levin, A. Zomet.} and Y. Weiss",
title = "Learning how to inpait from global image statistics",
booktitle = "ICCV2003",
year = "2003",
pages = "305",
urlpaper = "http://www.cs.huji.ac.il/~yweiss/inpainting.pdf",
abstract = "./Levin2003.htm",
annote = "Reasoning about Structures and Events; Methods; Statistical",
}
@Article{Weiss1993,
author = "Y. Weiss and S. Edelman and M. Fahle",
title = "Models of Perceptual Learning in Vernier Hyperacuity",
journal = "Neural Computation",
volume = "5",
year = "1993",
pages = "695--718",
}
urlpaper ="http://citeseer.ist.psu.edu/cache/papers/cs/3395/http:zSzzSzwww.ai.mit.eduzSz~edelmanzSzmirrorzSzyair-paper.pdf/weiss93models.pdf",
abstract= "Performance of human subjects in a wide variety of early visual processing tasks improves with practice. HyperBF networks (Poggio and Girosi, 1990) constitute a mathematically wellfounded framework for understanding such improvement in performance, or perceptual learning, in the class of tasks known as visual hyperacuity. The present article concentrates on two issues raised by the recent psychophysical and computational findings reported in (Poggio et al., 1992b; Fahle and Edelman, 1992). First, we develop a biologically plausible extension of the HyperBF model that takes into account basic features of the functional architecture of early vision. Second, we explore various learning modes that can coexist within the HyperBF framework and focus on two unsupervised learning rules which may be involved in hyperacuity learning. Finally, we report results of psychophysical experiments that are consistent with the hypothesis that activity-dependent presynaptic amplification may be involved.",
annote ="Model Learning; Content; Functions"
}
@Article{Poggio1992,
author = "T. A. Poggio and S. Edelman and M. Fahle",
title = "Learning of Visual Modules from Examples: {A} Framework for Understanding Adaptive Visual Performance",
journal = "CVGIP",
volume = "56",
year = "1992",
number = "1",
month = jul,
pages = "22--30",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/Archive/cvgip.ps.Z",
abstract = "",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@Article{Krishnan1988,
author = "T. Krishnan",
title = "Efficiency of learning with imperfect supervision",
journal = "Pattern Recognition",
volume = "21",
year = "1988",
number = "2",
pages = "183--188",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPMFH-13Y/2/42f1b3c0d973a3bd2d3e941dfa7e7a53",
abstract = "./Krishnan1988.htm",
annote = "Model Learning; Types of Learning; Supervised",
}
@Article{Cohen1982,
author = "B. Cohen and C. Sammut",
title = "Object recognition and concept learning with {CONFUCIUS}",
journal = "Pattern Recognition",
volume = "15",
year = "1982",
number = "4",
pages = "309--316",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPJ46-DD/2/17f215bc08a0165c2dcb848df688a891",
abstract = "./Cohen1982.htm",
annote = "Model Learning; Content; Functions",
}
@Article{Greblicki,
author = "W. Greblicki",
title = "Learning to recognize patterns with a probabilistic teacher",
journal = "PR",
volume = "12",
year = "1980",
number = "3",
pages = "159--164",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPH3G-4M/2/3e59d97b6700a3638f6486d2a50ca6e5",
abstract = "./Greblicki.htm",
annote = "Model Learning; Types of Learning; Supervised",
}
%Evaluation and analysis of learning techniques%
@InProceedings{Murase1993,
author = "H. Murase and S. K. Nayar",
title = "Learning Object Models from Appearance",
booktitle = "AAAI-93",
year = "1993",
pages = "836--843",
urlpaper = "http://www1.cs.columbia.edu/CAVE/publinks/murase_AAAI_1993.pdf",
abstract = "./Murase1993.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{Murase1995,
author = "H. Murase and S. K. Nayar",
title = "Visual Learning and Recognition of 3{D} Objects from Appearance",
journal = "International Journal of Computer Vision",
volume = "14 (1)",
pages = "5--24",
year = "1995",
urlpaper = "http://www1.cs.columbia.edu/CAVE/publinks/murase_IJCV_1995.pdf",
abstract = "./Murase1995.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@InCollection{Nayar1996,
author = "{S. K. Nayar, H. Murase} and S. A. Nene",
title = "Parametric Appearance Representation",
booktitle = "Early Visual Learning",
year = "1996",
editor = "S. K. Nayar and T. Poggio",
publisher = "Oxford University Press",
urlpaper = "http://www.cs.columbia.edu/CAVE/publinks/nayar_EVL_1996_2.pdf",
abstract = "./Nayar1996.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Appearance",
}
@InProceedings{Honda2001,
author = "Toshifumi Honda and Shree K. Nayar",
title = "Finding Anomalies in an Arbitrary Image",
booktitle = "Proc. of IEEE International Conference on Computer Vision",
year = "2001",
pages = "",
urlpaper = "http://www.cs.columbia.edu/CAVE/publinks/honda_ICCV_2001.pdf",
abstract = "./Honda2001.htm",
annote = "Reasoning about Structures and Events; Issues; Self-Analysis",
}
%%14.5.3.1 Learning Model Descriptions%%
@Article{Weng1997,
author = "J. Weng and N. Ahuja and T. S. Huang",
title = "Learning Recognition and Segmentation Using the Cresceptron",
journal = "IJCV",
volume = "25",
year = "1997",
number = "2",
month = nov,
pages = "109--143",
urlpaper = "http://ipsapp009.kluweronline.com/IPS/content/ext/x/J/5223/I/13/A/2/abstract.htm#",
abstract = "./Weng1997.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@Article{Mirhosseini1997,
author = "A. R. Mirhosseini and H. Yan",
title = "Learning Object Models from Graph Templates",
journal = "JEI",
volume = "6",
year = "1997",
number = "3",
month = jul,
pages = "294--302",
urlpaper = "http://scitation.aip.org/getabs/servlet/GetabsServlet?prog=normal&id=JEIME5000006000003000294000001&idtype=cvips&gifs=yes",
abstract = "./Mirhosseini1997.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{Wu1997,
author = "P. S. Y. Wu and Y. G. Xiong",
title = "A Learning Mechanism for Parts Recognition in an Intelligent Assembly System",
journal = "IJAMT",
volume = "13",
year = "1997",
number = "6",
pages = "413--418",
urlpaper = "http://vislab.cs.wright.edu/~yxiong/HongKong_ALMPRIAS.pdf",
abstract = "./Wu1997.htm",
annote = "Model Learning; Issues; Learning Control",
}
@Article{Yeasin2000,
author = "M. Yeasin and S. Chaudhuri",
title = "Toward Automatic Robot Programming: Learning Human Skill from Visual Data",
journal = "SMC-B",
volume = "30",
year = "2000",
number = "1",
month = feb,
pages = "180--184",
urlpaper = "http://www.cse.psu.edu/~yeasin/papers/representative/Seven.pdf",
abstract = "./Yeasin2000.htm",
annote = "Model Learning; Content; Task Control",
}
@Article{Caelli1999,
author = "T. M. Caelli and G. A. W. West and M. Robey and E. Osman",
title = "A relational learning method for pattern and object recognition",
journal = "IVC",
volume = "17",
year = "1999",
number = "5/6",
month = apr,
pages = "391--401",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V09-3W1XVBH-8-1&_cdi=5641&_orig=na&_coverDate=04%2F30%2F1999&_sk=999829994&view=c&wchp=dGLbVzb-zSkWz&_acct=C000010638&_version=1&_userid=128860&md5=bba6473ece53f0090cae2e9979ef6a46&ie=f.pdf",
abstract = "./Caelli1999.htm",
annote = "Knowledge Representation; Style; Relational/Graphical",
}
@Article{Caelli2002,
author = "T. {G. Boccignone, M. Ferraro, T. Caelli}",
title = "Generalized Spatio-chromatic Diffusion.",
journal = "IEEE: Transactions on Pattern Analysis and Machine Intelligence.",
volume = "24 (10)",
pages = "1298--1309",
urlpaper = "http://www.cs.ualberta.ca/~tcaelli/papers/pamic9.pdf",
abstract = "./Caelli2002.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
}
@Article{CaelliTakatsuka2002,
author = "G. A. {Takatsuka, M., Caelli, T. M., West} and S. Venkatesh",
title = "An application of agent-oriented techniques to symbolic matching and object recognition.",
journal = "Pattern Recognition Letters",
volume = "15",
pages = "707--722",
year = "2002",
urlpaper = "http://www.cs.ualberta.ca/~tcaelli/papers/Masa_prl.ps",
abstract = "./CaelliTakatsuka2002.htm",
annote = "Reasoning about Structures and Events; Methods; Distributed",
}
@Article{McCabCaelli2000,
author = "G. {McCabe, A., Caelli, T. West} and A. Reeves",
title = "A Theory of Spatio-Chromatic Image Encoding and Feature Extraction.",
journal = "Journal of the Optical Society of America: A",
volume = "17",
pages = "1744--1754",
year = "2000",
urlpaper = "http://www.cs.ualberta.ca/~tcaelli/papers/scft.ps",
abstract = "./McCabCaelli2000.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Physical Models",
}
@Article{Caelli2000,
author = "T Caelli",
title = "Learning Paradigms for Image Interpretation",
journal = "Spatial Vision,",
volume = "13,2-3",
pages = "305--315",
year = "2000",
urlpaper = "http://www.cs.ualberta.ca/~tcaelli/papers/badhom99.ps",
abstract = "./Caelli2000.htm",
annote = "Knowledge Representation; Style; Embodied",
}
@InProceedings{Tamminen2003,
author = "T. Tamminen and J. Lampinen",
title = "Learning an Object Model for Feature Matching in Clutter",
booktitle = "Proc. 13th Scandinavian Conference on Image Analysis, SCIA 2003",
year = "2003",
pages = "193--199",
urlpaper = "http://www.springerlink.com/index/8HPLMR4DYU81TWTV.pdf",
abstract = "./Tamminen2003.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{Itti_Koch00vr,
author = "L. Itti and C. Koch",
title = "A saliency-based search mechanism for overt and covert shifts of visual attention",
journal = "Vision Research",
volume = "40",
number = "10-12",
pages = "1489--1506",
month = may,
year = "2000",
abstract = "./Itti_Koch00vr.htm",
address = "Computation and Neural Systems Program, Division of Biology, California Institute of Technology, Mail-Code 139-74, Pasadena, CA 91125, USA.",
urlpaper = "http://ilab.usc.edu/publications/doc/Itti_Koch00vr.pdf",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{Itti_etal98pami,
author = "L. Itti and C. Koch and E. Niebur",
title = "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis",
journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
volume = "20",
number = "11",
pages = "1254--1259",
month = nov,
year = "1998",
abstract = "./Itti_etal98pami.htm",
urlpaper = "http://iLab.usc.edu/publications/doc/Itti_etal98pami.pdf",
annote = "Visual Process Control; General Approaches; Soft Control",
}
@Article{Spence2000,
author = "Clay D. Spence and Lucas Parra",
title = "Hierarchical Image Probability ({HIP}) Models",
journal = "Adv. In neural Information Processing Systems",
year = "2000",
volume = "12",
urlpaper = "http://www.sarnoff.com/products_services/government_solutions/vision_technology/technical_papers/nips99hip.pdf",
abstract = "./Spence2000.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@Inproceeding{Duric1995,
author = "{Z. Duric, J. Fayman} and E. Rivlin",
title = "Recognizing Functionality",
booktitle = "Proc. International Symposium on Computer Vision",
year = "1995",
month = nov,
pages = "247--252",
urlpaper = "http://cs.gmu.edu/~zduric/WebPages/Papers/ISCV-1995.pdf",
abstract = "./Spence2000.htm",
annote = "Recognition, Categorisation and Estimation; Content; Functions",
}
@Article{Duric1996,
author = "{Z. Duric, J. Fayman} and E. Rivlin",
title = "Function from Motion",
journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
volume = "18",
pages = "579--591",
year = "1996",
urlpaper = "http://cs.gmu.edu/~zduric/WebPages/Papers/PAMI-1996.pdf",
abstract = "./Duric1996.htm",
annote = "Recognition, Categorisation and Estimation; Content; Functions",
}
@InProceedings{Binford1994,
author = "T. O. Binford and T. S. Levitt and P. Langley",
title = "Learning Object Models From Visual Observation and Background Knowledge",
booktitle = "ARPA94, Image Understanding Workshop",
year = "1994",
pages = "I:765--772",
urlpaper = "http://www.isle.org/~langley/papers/vision.iu94.ps.gz",
abstract = "./Binford1994.htm",
annote = "Model Learning; Content; Classes/Categories",
}
@InProceedings{Provan1996,
author = "G. Provan and P. Langley and T. O. Binford",
title = "Probabilistic Learning of Three-Dimensional Object Models",
booktitle = "ARPA96",
year = "1996",
pages = "1403--1414",
urlpaper = "http://www.isle.org/~langley/papers/viz.iu96.ps.gz",
abstract = "",
annote = "Model Learning; Content; Objects/Parts",
}
@InProceedings{Payne1998,
author = "J. Payne and M. Day",
title = "A Projection Filter for Use with Parameterised Learning Models",
booktitle = "ICPR98",
year = "1998",
pages = "Vol I: 867--869",
urlpaper = "http://csdl.computer.org/dl/proceedings/icpr/1998/8512/01/85120867.pdf",
abstract = "./Payne1998.htm",
annote = "Model Learning; Issues; Learning Control",
}
@InProceedings{Zhu1997,
author = "S. C. Zhu and D. Mumford",
title = "Learning Generic Prior Models for Visual Computation",
booktitle = "CVPR97",
year = "1997",
pages = "463--469",
urlpaper = "http://csdl.computer.org/dl/proceedings/cvpr/1997/7822/00/78220463.pdf",
abstract = "./Zhu1997.htm",
annote = "Model Learning; Types of Learning; Case-based",
}
%%%Learning, General surveys, overviews%%%%
@InProceedings{Schwartz94,
author = "S. R. Schwartz and B. W. Wah",
title = "Machine Learning of Computer Vision Algorithms",
booktitle = "HPRIP-CV94",
year = "1994",
pages = "319--359",
urlpaper = "http://manip.crhc.uiuc.edu/Wah/papers/BC16/BC16.pdf",
abstract = "./Schwartz94.htm",
annote = "Model Learning; Issues; Validation",
}
@Article{CaelliBishof1996,
author = "T. M. Caelli and W. F. Bischof",
title = "Machine Learning Paradigms for Pattern Recognition and Image Understanding",
journal = "SV",
volume = "10",
year = "1996",
pages = "87--103",
urlpaper = "",
abstract = "./CaelliBishof1996.htm",
annote = "Case Studies",
}
@Article{Bishofcaelli1997,
author = "T. {Bischof, W. F. & Caelli}",
title = "Visual Learning of Patterns and Objects",
journal = "IEEE Transactions on Systems, Man and Cybernetics",
volume = "27",
pages = "907--917",
urlpaper = "http://ieeexplore.ieee.org/xpl/tocresult.jsp?isNumber=14161&puNumber=3477",
abstract = "./Bishofcaelli1997.htm",
annote = "Reasoning about Structures and Events; Methods; Rule-based",
}
@Book{Vapnickbook96,
author = "V. Vapnik",
title = "The Nature of Statistical Learning Theory",
publisher = "Springer-Verlag",
year = "1996",
urlpaper = "http://www.amazon.com/exec/obidos/tg/detail/-/0387987800/ref=pd_sim_books_2/002-2818148-5049637?v=glance&s=books",
abstract = "./Vapnickbook96.htm",
annote = "Model Learning; Content; Functions",
}
@Article{PoggioShelton1999,
author = "T. Poggio and C. R. Shelton",
title = "Machine Learning, Machine Vision, and the Brain",
journal = "AIMag",
volume = "20",
year = "1999",
number = "3",
pages = "37--55",
urlpaper = "http://www.cs.ucr.edu/~cshelton/papers/aimag99.pdf",
abstract = "./PoggioShelton1999.htm",
annote = "Model Learning; Types of Learning; Supervised",
}
%%%14.5.2 Evaluation and Analysis of Learning Techniques%%%
@Article{Shvaytser90,
author = "H. Shvaytser",
title = "Learnable and Nonlearnable Visual Concepts",
journal = "PAMI",
volume = "12",
year = "1990",
number = "5",
month = may,
pages = "459--466",
urlpaper = "http://csdl.computer.org/dl/trans/tp/1990/05/i0459.pdf",
abstract = "./Shvaytser90.htm",
annote = "Model Learning; Issues; Learning Control",
}
@InProceedings{Burge97,
author = "Mark Burge and W. Burger",
title = "Learning Visual Ideals",
booktitle = "EUROCAST",
pages = "464--472",
year = "1997",
urlpaper = "http://citeseer.ist.psu.edu/cache/papers/cs/23037/http:zSzzSzwww.cs.armstrong.eduzSzburgezSzPublicationszSz..zSzpdfzSziciap-97-us.pdf/burge97learning.pdf",
abstract = "./Burge97.htm",
annote = "Model Learning; Content; Classes/Categories",
}
@InProceedings{Blackburn94,
author = "M. R. Blackburn and H. G. Nguyen",
title = "Learning in Robot Vision Directed Reaching: {A} Comparison of Methods",
booktitle = "ARPA94",
year = "1994",
pages = "781--788",
urlpaper = "http://www.spawar.navy.mil/robots/pubs/learning.pdf",
abstract = "./Blackburn94.htm",
annote = "Model Learning; Content; Task Control",
}
%%%%14.5.3 Learning Object Descriptions, Object Recognition%%%%
@Article{Chan92,
author = "T. Y. T. Chan and L. Goldfarb",
title = "Primitive pattern learning",
journal = "PR",
volume = "25",
year = "1992",
number = "8",
month = aug,
pages = "883--889",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPKM9-V1/2/cc46f394fc68770ee71b05cddda046a0",
abstract = "./Chan92.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Edelman93,
author = "S. Edelman",
title = "On Learning to Recognize 3-{D} Objects from Examples",
journal = "PAMI",
volume = "15",
year = "1993",
number = "8",
month = aug,
pages = "833--837",
urlpaper = "http://csdl.computer.org/comp/trans/tp/1993/08/i0833abs.htm",
abstract = "./Edelman93.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@Article{Cutzu94,
author = "F. Cutzu and S. Edelman",
title = "Canonical Views in Object Representation and Recognition",
journal = "Vision Research",
volume = "34",
year = "1994",
pages = "3037--3056",
urlpaper = "http://cogprints.ecs.soton.ac.uk/archive/00000581/00/199711015.ps",
abstract = "./Cutzu94.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{Jones1997,
author = "Jones, M. and Sinha, P. and Vetter, T. and Poggio, T.",
title = "Top-Down Learning of Low-Level Vision Tasks",
journal = "Current Biology",
volume = "7",
year = "1997",
number = "12",
pages = "991--994",
month = dec,
urlpaper = "http://web.mit.edu/bcs/sinha/papers/top_down_CurrBiol.pdf",
abstract = "./Jones1997.htm",
annote = "Visual Process Control; Paradigms; Covert Control",
}
@Article{Maloof97,
author = "M. A. Maloof and R. S. Michalski",
title = "Learning Symbolic Descriptions of Shape for Object Recognition in {X}-Ray Images",
journal = "ExSysApp",
volume = "12",
year = "1997",
number = "1",
pages = "11--20",
urlpaper = "http://www.cs.georgetown.edu/~maloof/pubs/eswa97.pdf",
abstract = "./Maloof97.htm",
annote = "Reasoning about Structures and Events; Methods; Rule-based",
}
@Article{Leeandpong1994,
author = "C. M. Lee and T. C. Pong and J. R. Slagle and A. Esterline",
title = "An Experimental-Study of an Object Recognition System That Learns",
journal = "PR",
volume = "27",
year = "1994",
number = "1",
month = jan,
pages = "65--89",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPPMM-1VR/2/3121991a382c5aa9ec0bfcbf293af069",
abstract = "./Leeandpong1994.htm",
annote = "Knowledge Representation; Content; Objects/Parts",
}
@Article{Peng1998,
author = "J. Peng and B. Bhanu",
title = "Close-Loop Object Recognition Using Reinforcement Learning",
journal = "PAMI",
volume = "20",
year = "1998",
number = "2",
month = feb,
pages = "139--154",
urlpaper = "http://csdl.computer.org/dl/trans/tp/1998/02/i0139.pdf",
abstract = "./Peng1998.htm",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@InProceedings{Guo2001,
author = "C. E. Guo and S. C. Zhu and Y. N. Wu",
title = "Visual Learning by Integrating Descriptive and Generative Methods",
booktitle = "ICCV01",
year = "2001",
pages = "I: 370--377",
urlpaper = "http://www.cs.ucla.edu/~cguo/publications/ijcv03_generative.pdf",
abstract = "./Guo2001.htm",
annote = "Knowledge Representation; Style; Generative",
}
@Article{Agarwal2004,
author = "S. Agarwal and A. Awan and D. Roth",
title = "Learning to Detect Objects in Images via a Sparse, Part-Based Representation",
journal = "PAMI",
volume = "26",
year = "2004",
number = "11",
month = nov,
pages = "1475--1490",
urlpaper = "http://bashful.cs.uiuc.edu/~sagarwal/Papers/2004/pami04.pdf",
abstract = "./Agarwal2004.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@InProceedings{Agarwal2002,
author = "S. Agarwal and D. Roth",
title = "Learning a Sparse Representation for Object Detection",
booktitle = "ECCV02",
year = "2002",
pages = "IV: 113 ff.",
urlpaper = "http://www.cs.uiuc.edu/Dienst/Repository/2.0/Body/ncstrl.uiuc_cs/UIUCDCS-R-2001-2231/pdf",
abstract = "./Agarwal2002.htm",
annote = "Model Learning; Content; Objects/Parts",
}
@InProceedings{Edelmanintrator2002,
author = "S. Edelman and N. Intrator and J. S. Jacobson",
title = "Unsupervised Learning of Visual Structure",
booktitle = "BMCV02",
year = "2002",
pages = "629 ff.",
urlpaper = "http://kybele.psych.cornell.edu/~edelman/bmcv02longer.pdf",
abstract = "./Edelmanintrator2002.htm",
annote = "Model Learning; Types of Learning; Unsupervised",
}
@InProceedings{Loos2002,
author = "Loos, H.S. and von der Malsburg, C.",
title = "1 Click Learning of Object Models for Recognition",
booktitle = "BMCV02",
year = "2002",
pages = "377",
urlpaper = "ftp://ftp.neuroinformatik.ruhr-uni-bochum.de/pub/manuscripts/articles/LooMal2002a.pdf",
abstract = "./Loos2002.htm",
annote = "Model Learning; Content; Objects/Parts",
}
%%%%14.5.3 Learning Object Descriptions, Object Recognition, (follow up)%%%%
%%%%Feb 2005%%%%%%%%%
%%%%14.5.3 Learning Object Descriptions, Object Recognition, (follow up)%%%%
%%%%Feb 2005%%%%%%%%%
@InProceedings{Lomker2002,
author = "Lomker, F. and Sagerer, G.",
title = "A Multimodal System for Object Learning",
booktitle = "Pattern Recognition, 24th DAGM Symposium",
year = "2002",
pages = "490--497",
urlpaper = "http://www.techfak.uni-bielefeld.de/ags/ai/publications/papers/Loemker2002-AMS.pdf",
abstract = "./Lomker2002.htm",
annote = "Emerging Topics; Vision and Language Fusion",
}
@InProceedings{Lashkia2002,
author = "Lashkia, G. V.",
title = "Learning with Relevant Features and Examples ",
booktitle = "ICPR02",
volume="2",
year = "2002",
pages = "68-71",
urlpaper = "http://csdl.computer.org/comp/proceedings/icpr/2002/1695/02/169520068abs.htm",
abstract = "./Lashkia2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Roobaert,
author = "Roobaert, D. and Zillich, M. and Eklundh, J.-O.",
title = "A pure learning approach to background-invariant object recognition using pedagogical support vector",
booktitle = "CVPR 2001",
volume="2",
year = "2001",
pages = "351--357",
urlpaper = "http://www.cs.toronto.edu/~roobaert/pub/cvpr2001.ps",
abstract = "./Roobaert.htm",
annote = "Model Learning; Types of Learning; Supervised",
}
@InProceedings{Caelli2000,
author = "Caelli, T.M.",
title = "Learning Image Feature Extraction: Modeling, Tracking and Predicting Human Performance",
booktitle = "ICPR00",
volume="Vol II: ",
year = "2000",
pages = "1475--1479",
urlpaper = "http://www.cs.ualberta.ca/~tcaelli/papers/706_caelli.ps",
abstract = "./Caelli2000.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
%%%%%%%%%%%%14.5.3.1 Learning Model Descriptions%%%%%%%%%%%%%%%%%
@InProceedings{Yeasin1998,
author = "Yeasin, M. and Chaudhuri, S.",
title = "Automatic Generation of Robot Program Code: Learning from Perceptual Data ",
booktitle = "ICCV98",
year = "1998",
pages = "889-894",
urlpaper = "http://csdl.computer.org/comp/proceedings/iccv/1998/8295/00/82950889abs.htm",
abstract = "./Yeasin1998.htm",
annote = "Knowledge Representation; Style; Embodied",
}
@InProceedings{Maloof1997,
author = "Maloof, M.A. and Langley, P. and Sage, S. and Binford, T.O.",
title = "Learning to detect rooftops in aerial images",
booktitle = "Proceedings of the Image Understanding Workshop",
pages = "835-845",
year = "1997",
urlpaper = "http://www.cs.georgetown.edu/~maloof/pubs/iuw97.pdf",
abstract = "./Maloof1997.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@InProceedings{Bauckhage2003,
author = "Bauckhage, C. and Thurau, C. and Sagerer, G.",
title = "Learning Human-Like Opponent Behavior for Interactive Computer Games",
booktitle = "DAGM03",
year = "2003",
pages = "148-155",
urlpaper = "http://www.cs.berkeley.edu/~daf/games/webpage/AIpapers/Bauckhage2003-LHL.pdf",
abstract = "./Bauckhage2003.htm",
annote = "Model Learning; Content; Activities/Behaviours/Processes/Dynamics",
}
@InProceedings{Provan1996,
author = "Provan, G. and Langley, P. and Binford, T.O.",
title = "Probabilistic Learning of Three-Dimensional Object Models",
booktitle = "ARPA96",
year = "1996",
pages = "1403-1414",
urlpaper ="http://lyonesse.stanford.edu/~langley/papers/viz.iu96.ps",
abstract ="./Provan1996.htm",
annote = "Knowledge Representation; Content; Classes/Categories",
}
@InProceedings{Zhu1997,
author = "Zhu, S.C. and Mumford, D.",
title = "Learning Generic Prior Models for Visual Computation",
booktitle = "CVPR97",
year = "1997",
pages = "463--469",
urlpaper ="http://csdl.computer.org/comp/proceedings/cvpr/1997/7822/00/78220463abs.htm",
abstract = "./Zhu1997.htm",
annote ="Knowledge Representation; Style; Generative",
}
%%%%%%%%%%%%%%14.5.4 Statistical Learning, Clustering, Learning Feature Values%%%%%%%%%%%%%%%%
@Article{Pelillo1994,
author = "Pelillo, M. and Refice, M.",
title = "Learning Compatibility Coefficients for Relaxation Labeling Processes",
journal = "PAMI",
volume = "16",
year = "1994",
number = "9",
month = "September",
pages = "933-945",
urlpaper = "http://csdl.computer.org/comp/trans/tp/1994/09/i0933abs.htm",
abstract ="./Pelillo1994.htm",
annote ="Recognition, Categorisation and Estimation; General Techniques; Labelling",
}
@Article{Uchiyama1994,
author = "Uchiyama, T. and Arbib, M.A.",
title = "An algorithm for competitive learning in clustering problems",
journalL = "PR",
volume = "27",
year = "1994",
number = "10",
month = "October",
pages = "1415-1421",
urlpaper ="http://www.sciencedirect.com/science/article/B6V14-48MPPRV-1X3/2/f2578668ab0582e4918fe4066cb64c25",
abstract ="./Uchiyama1994.htm",
annote ="Model Learning; Issues; Learning Control",
}
@Article{Kruger1997,
author = "Kruger, N.",
title = "An Algorithm for the Learning of Weights in Discrimination Functions
title = "An Algorithm for the Learning of Weights in Discrimination Functions
Using a Priori Constraints",
journal = "PAMI",
volume = "19",
year = "1997",
number = "7",
month = "July",
pages = "764-768",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=13123&prod=JNL&arnumber=598233&arSt=+764&ared=+768&arNumber=598233",
abstract ="./Kruger1997.htm",
annote ="Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Blake1998,
author = "Blake, A. and Bascle, B. and Isard, M. and MacCormick, J.P.",
title = "Statistical Models of Visual Shape and Motion",
journal = "Royal",
volume = "A-356",
year = "1998",
pages = "1283-1302",
urlpaper = "http://citeseer.ist.psu.edu/cache/papers/cs/16448/ftp:zSzzSzftp.robots.ox.ac.ukzSzpubzSzox.paperszSzVisualDynamicszSzroysoc98.pdf/blake98statistical.pdf",
abstract ="./Blake1998.htm"The analysis of visual motion against dense background clutter is a challenging problem. uncertainty in the positions of visually sensed features and ambiguity of feature correspondence call for a probabilistic treatment, capable of maintaining not simply a single estimate of position and shape but an entire distribution. Exact representation of the evolving distribution is possible when the distributions are Gaussian and this yields some powerful approaches. However normal distributions are limited when clutter is present: because of their unimodality, they cannot be used to represent simultaneous alternative hypotheses.
One powerful methodology for maintaining non-Gaussian distributions is based on random sampling techniques. The effectiveness of ``factored sampling'' and ``Markov chain Monte Carlo'' for interpretation of static images is widely accepted. More recently, factored sampling has been combined with learned dynamical models to propagate probability distributions for object position and shape. Progress in several areas is reported here. First a new observational model is described that takes object opacity into account. Secondly, complex shape models to represent combined rigid and nonrigid motion have been developed, together with a new algorithm to decompose rigid from nonrigid. Lastly, more powerful dynamical prior models have been constructed by appending suitable discrete labels to a continuous system state; this may also have applications to gesture recognition.",
annote ="Reasoning about Structures and Events; Methods; Statistical",
}
@Article{Hwang2000,
author = "Hwang, W.J. and Ye, B.Y. and Lin, C.T.",
title = "A novel competitive learning algorithm for the parametric classification with Gaussian distributions",
journal = "PRL",
volume = "21",
year = "2000",
number = "5",
month = "May",
pages = "375-380",
urlpaper = "http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-403W4SD-3&_coverDate=05%2F31%2F2000&_alid=248965260&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=5665&_sort=d&view=c&_acct=C000010638&_version=1&_urlVersion=0&_userid=128860&md5=915ab401a3e0952405541a792f78e241",
abstract ="./Hwang2000.htm",
annote ="Model Learning; Content; Parameters",
}
@InProceedings{Freeman1997,
author = "Freeman, W.T. and Tenenbaum, J.B.",
title = "Learning Bilinear Models for Two Factor Problems in Vision",
booktitle = "CVPR97",
year = "1997",
pages = "554-560",
urlpaper ="http://www.merl.com/reports/docs/TR96-37.pdf",
abstract ="./Freeman1997.htm",
annote ="Model Learning; Content; Classes/Categories",
}
@InProceedings{Hickinbotham1998,
author = "Hickinbotham, S.J. and Hancock, E.R. and Austin, J.",
title = "Learning Feature Characteristics",
booktitle = "ICPR98",
year = "1998",
pages = "Vol II: 1160-1164",
urlpaper ="http://www.cs.york.ac.uk/arch/NeuralNetworks/publications/1998/010.ps",
abstract ="./Hickinbotham1998.htm",
annote ="Model Learning; Types of Learning; Unsupervised",
}
%%%%%%%%%%%%%%end of 14.5.4 Statistical Learning, Clustering, Learning Feature Values%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%14.5.5.1 Neural Networks: General, Survey, Special Issues%%%%%%%%%%%%%%%%%%%%%%%%
@Article{Skrzypek1992,
author = "J. Skrzypek and W. Karplus",
title = "Special Issue-Neural Networks in Vision and Pattern Recognition",
journal = "PRAI",
volume = "6",
year = "1992",
number = "1",
month = apr,
pages = "1--208",
urlpaper = "http://www.worldscinet.com/ijprai/06/0601/S02180014920601.html",
abstract = "./Skrzypek1992.htm",
annote = "Case Studies",
}
@Article{Guyon1993,
author = "I. Guyon and P. S. P. Wang",
title = "Special Issue on Advances in Pattern Recognition Using Neural Networks",
journall = "PRAI",
volume = "7",
year = "1993",
number = "4",
month = aug,
pages = "645--963",
urlpaper = "http://www.worldscinet.com/ijprai/07/0704/S02180014930704.html",
abstract = "./Guyon1993.htm",
annote = "Case Studies",
}
@Article{Musavi1994,
author = "M. T. Musavi and K. H. Chan and D. M. Hummels and K. Kalantri",
title = "On The Generalization Ability Of Neural Network Classifiers",
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volume = "16",
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number = "6",
month = jun,
pages = "659--663",
urlpaper = "http://csdl.computer.org/comp/trans/tp/1994/06/i0659abs.htm",
abstract = "./Musavi1994.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@Article{Marshall1995,
author = "J. A. Marshall",
title = "Adaptive Perceptual Pattern-Recognition by Self-Organizing Neural Networks: Context, Uncertainty, Multiplicity, and Scale",
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year = "1995",
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pages = "335--362",
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annote = "Reasoning about Structures and Events; Issues; Uncertainty",
}
@Article{Heikkonen,
author = "J. Heikkonen and A. Bulsari",
title = "Special Issue on Neural Networks for Computer Vision Applications",
journal = "PRL",
volume = "17",
year = "1996",
number = "4",
month = apr,
pages = "317--318",
urlpaper = "http://www1.elsevier.com/pub/8/18/patrec.html",
abstract = "./Heikkonen.htm",
annote = "Case Studies",
}
@Article{Mazza1997,
author = "C. Mazza",
title = "Neural-Net Inference and Content-Addressable Memory",
journal = "TNN",
volume = "8",
year = "1997",
number = "1",
month = jan,
pages = "133--140",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?arNumber=554197",
abstract = "./Mazza1997.htm",
annote = "Reasoning about Structures and Events; Methods; Distributed",
}
@Article{Willshaw1997,
author = "D. Willshaw and J. Hallam and S. Gingell and S. L. Lau",
title = "Marr Theory of the Neocortex as a Self-Organizing Neural-Network",
journal = "NeurComp",
volume = "9",
year = "1997",
number = "4",
month = may,
pages = "911--936",
urlpaper = "http://neco.mitpress.org/cgi/reprint/9/4/911",
abstract = "./Willshaw1997.htm",
annote = "Model Learning; Types of Learning; Unsupervised",
}
@Book{Pandya1996,
author = "A. S. Pandya and R. B. Macy",
title = "Pattern Recognition with Neural Networks in {C}++",
publisher = "CRC Press",
year = "1996",
urlpaper = "http://portal.acm.org/citation.cfm?id=546464",
abstract = "./Pandya1996.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Frasconi1997,
author = "P. Frasconi and M. Gori and G. Soda",
title = "Links Between {LVQ} and Backpropagation",
journal = "PRL",
volume = "18",
year = "1997",
number = "4",
month = apr,
pages = "303--310",
urlpaper = "http://www.dsi.unifi.it/~paolo/ps/PRL-97-LVQ-RBF.pdf",
abstract = "./Frasconi1997.htm",
annote = "Model Learning; Issues; Learning Control",
}
@Article{Wilson1997,
author = "C. L. Wilson and J. L. Blue and O. M. Omidvar",
title = "Neurodynamics of Learning and Network Performance",
journal = "JEI",
volume = "6",
year = "1997",
number = "3",
month = jul,
pages = "379--385",
urlpaper = "http://www.spie.org/web/journals/jei/jei_jul97.html#95-035",
abstract = "./Wilson1997.htm",
annote = "Model Learning; Issues; Learning Control",
}
@InProceedings{DeRidde1998,
author = "D. De Ridder and R. P. W Duin and P. W. Verbeek and L. J. {Van Vliet}",
title = "The use of neural networks in non-linear image processing",
booktitle = "International Conference on Neural Information Processing 1998",
year = "1998",
pages = "Vol. I, pp. 161--165",
urlpaper = "http://www.ph.tn.tudelft.nl/Research/neural/feature_extraction/papers/iconip98.html",
abstract = "./DeRidde1998.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@InProceedings{MicheliTzanakou2000,
author = "E. Micheli-Tzanakou",
title = "Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence",
publishers = "CRC Press",
year = "2000",
urlpaper = "http://www.engnetbase.com/ejournals/books/book_summary/summary.asp?id=504",
abstract = "./MicheliTzanakou2000.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Murino2000,
author = "V. Murino and G. Vernazza",
title = "Artificial Neural Networks for Image Analysis and Computer Vision",
journal = "IVC",
volume = "19",
year = "2001",
number = "9-10",
month = aug,
pages = "583--584",
urlpaper = "http://www.sciencedirect.com/science/article/B6V09-43MMXCH-1/2/81902bcb83149167730b7d437ce3c6c9",
abstract = "./Murino2000.htm",
annote = "Visual Process Control; Paradigms; Central/Distributed",
}
@Article{EgmontPetersen2002,
author = "M. Egmont-Petersen and D. de Ridder and H. Handels",
title = "Image processing with neural networks: {A} Review",
journal = "PR",
volume = "35",
year = "2002",
number = "10",
month = oct,
pages = "2279--2301",
urlpaper = "http://www.cs.uu.nl/people/michael/Journal-papers/Egmont-PR-Review2002.pdf",
abstract = "./EgmontPetersen2002.htm",
annote = "Case Studies",
}
@Book{Ripley1996,
author = "B. Ripley",
title = "Pattern Recognition and Neural Networks",
publisher = "Cambridge University Press",
year = "1996",
urlpaper = "http://www.stats.ox.ac.uk/~ripley/PRbook/#Blurb",
abstract = "./Ripley1996.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Book{Behnke2003,
author = "S. Behnke",
title = "Hierarchical neural networks for image interpretation",
publisher = "Springer",
year = "2003",
urlpaper = "http://www.informatik.uni-freiburg.de/~behnke/LNCS2766.pdf",
abstract = "./Behnke2003.htm"Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains. This thesis addresses the differences in data structures and algorithms underlying the differences in performance. The interface problem between symbolic data manipulated in high-level vision and signals processed by low-level operations is identified as one of the major issues of today’s computer vision systems. This thesis aims at reproducing the robustness and speed of human perception by proposing a hierarchical architecture for iterative image interpretation. I propose to use hierarchical neural networks for representing images at multiple abstraction levels. The lowest level represents the image signal. As one ascends these levels of abstraction, the spatial resolution of two-dimensional feature maps decreases while feature diversity and invariance increase. The representations are obtained using simple processing elements that interact locally. Recurrent horizontal and vertical interactions are mediated by weighted links. Weight sharing keeps the number of free parameters low. Recurrence allows to integrate bottom-up, lateral, and top-down influences. Image interpretation in the proposed architecture is performed iteratively. An image is interpreted first at positions where little ambiguity exists. Partial results then bias the interpretation of more ambiguous stimuli. This is a flexible way to incorporate context. Such a refinement is most useful when the image contrast is low, noise and distractors are present, objects are partially occluded, or the interpretation is otherwise complicated. The proposed architecture can be trained using unsupervised and supervised learning techniques. This allows to replace manual design of application-specific computer vision systems with the automatic adaptation of a generic network. The task to be solved is then described using a dataset of input/output examples. Applications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform non-trivial computer visig
on tasks, such as the recognition of the value of postage meter marks and the binarization of matrixcodes. It is shown that image reconstruction problems, such as super-resolution, filling-in of occlusions, and contrast enhancement/noise removal, can be learned as well. Finally, the architecture was applied successfully to localize faces in complex office scenes. The network is also able to track moving faces.",
annote = "Reasoning about Structures and Events; Methods; Distributed",
}
@Article{Foresti2004,
author = "G. L. Foresti and T. Dolso",
title = "An Adaptive High-Order Neural Tree for Pattern Recognition",
journal = "SMC-B",
volume = "34",
year = "2004",
number = "2",
month = apr,
pages = "988--996",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=22464&prod=CNF&arnumber=1048442&arSt=+877&ared=+880&arNumber=1048442",
abstract = "./Foresti2004.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@InProceedings{Silvestre2002,
author = "M. R. Silvestre and L. L. Ling",
title = "Optimization of neural classifiers based on Bayesian decision boundaries and idle neurons pruning",
booktitle = "ICPR02",
year = "2002",
pages = "III: 387--390",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=22457&prod=CNF&arnumber=1047927&arSt=+387&ared=+390&arNumber=1047927",
abstract = "./Silvestre2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@InProceedings{Cardot2002,
author = "H. Cardot and O. Lezoray",
title = "Graph of neural networks for pattern recognition",
booktitle = "ICPR02",
year = "2002",
pages = "II: 873--876",
urlpaper = "http://csdl.computer.org/comp/proceedings/icpr/2002/1695/02/169520873abs.htm",
abstract = "./Cardot2002.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@InProceedings{Feiden,
author = "D. Feiden and R. Tetzlaff",
title = "Iterative Annealing: a New Efficient Optimization Method for Cellular Neural Networks",
booktitle = "ICIP01",
year = "2001",
pages = "I: 549--552",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=20726&prod=CNF&arnumber=959075&arSt=+549&ared=+552&arNumber=959075",
abstract = "./Feiden.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@InProceedings{bb35398,
author = "J. Lampinen and A. Selonen",
title = "Using Background Knowledge in Multilayer Perceptron Learning",
booktitle = "SCIA97",
year = "1997",
pages = "xx--yy",
urlpaper = "http://www.lce.hut.fi/publications/ps/Lampinen_scia97.ps",
abstract = "./bb35398.htm",
annote = "Knowledge Representation; Content; Contexts/Scenes/Situations",
}
@InProceedings{Bachelder1994,
author = "I. A. Bachelder and A. N. Gove and M. Seibert and A. M. Waxman",
title = "From Learning Objects to Learning Environments: Biological and Computational Neural Systems",
booktitle = "ARPA94",
year = "1994",
pages = "II:871--883",
urlpaper = "http://www.cc.gatech.edu/conferences/iuw/abstracts/abstract60.html",
abstract = "./Bachelder1994.htm",
annote = "Model Learning; Content; Task Control",
}
%%%%%%%%%%%%finished 14.5.5.1 Neural Networks: General, Survey, Special Issues%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%5%14.5.5.2 Neural Networks Combinations and Evaluations%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@Article{Fu1990,
author = "L. M. Fu",
title = "Analysis of the dimensionality of neural networks for pattern recognition",
journal = "PR",
volume = "23",
year = "1990",
number = "10",
pages = "1131--1140",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPJRR-KF/2/3b11c21eb2706da3b50d287557909bf0",
abstract = "./Fu1990.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@Article{Musavi1992,
author = "M. T. Musavi and K. H. Chan and D. M. Hummels and K. Kalantri and W. Ahmed",
title = "A probabilistic model for evaluation of neural network classifiers",
journal = "PR",
volume = "25",
year = "1992",
number = "10",
month = oct,
pages = "1241--1251",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPMWG-17C/2/b8580c114345e7b827ba3c12fccf3e35",
abstract = "./Musavi1992.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@Article{Schmidt1993,
author = "W. A. C. Schmidt and J. P. Davis",
title = "Pattern recognition properties of various feature spaces for higher order neural networks",
journal = "PAMI",
volume = "15",
year = "1993",
number = "8",
month = aug,
pages = "795--801",
urlpaper = "http://csdl.computer.org/comp/trans/tp/1993/08/i0795abs.htm",
abstract = "./Schmidt1993.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@Article{Hamamoto1991,
author = "Y. Hamamoto and Y. Matsuura and T. Kanaoka and S. Tomita",
title = "A Note on the Orthonormal Discriminant Vector Method for Feature Extraction",
journal = "PR",
volume = "24",
year = "1991",
number = "7",
pages = "681--684",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPM45-117/2/266967c9c125d3033a64c3b90839f607",
abstract = "./Hamamoto1991.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Cho1995,
author = "S. B. Cho and J. H. Kim",
title = "Combining Multiple Neural Networks by Fuzzy Integral for Robust Classification",
journal = "SMC",
volume = "25",
year = "1995",
number = "2",
pages = "380--384",
urlpaper = "http://sclab.yonsei.ac.kr/publications/Papers/SMC1995.pdf",
abstract = "./Cho1995.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Kanellopoulos1997,
author = "I. Kanellopoulos and G. G. Wilkinson",
title = "Strategies and Best Practice for Neural-Network Image Classification",
journal = "International Journal of Remote Sensing",
volume = "18",
year = "1997",
number = "4",
month = mar,
pages = "711--725",
urlpaper = "http://taylorandfrancis.metapress.com/media/HPB9JNWUWGDWQRNNTDTX/Contributions/J/B/X/1/JBX19EP2BQE0E0PJ.pdf",
abstract = "./Kanellopoulos1997.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Tang1998,
author = "X. O. Tang",
title = "Multiple Competitive Learning Network Fusion for Object Classification",
journal = "Systems, Man and Cybernetics, Part B",
volume = "28",
year = "1998",
number = "4",
month = aug,
pages = "532--543",
urlpaper = "http://ieeexplore.ieee.org/iel4/3477/15217/00704292.pdf?isNumber=15217&arnumber=704292&prod=JNL&arSt=532&ared=543&arAuthor=Xiaoou+Tang",
abstract = "./Tang1998.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@Article{Gori1998,
author = "M. Gori and F. Scarselli",
title = "Are Multilayer Perceptrons Adequate for Pattern-Recognition and Verification",
journal = "PAMI",
volume = "20",
year = "1998",
number = "11",
month = nov,
pages = "1121--1132",
urlpaper = "http://ieeexplore.ieee.org/iel4/34/15773/00730549.pdf?isNumber=15773&arnumber=730549&prod=JNL&arSt=1121&ared=1132&arAuthor=Gori%2C+M.%3B+Scarselli%2C+F.",
abstract = "./Gori1998.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
@Article{Lerner1999,
author = "B. Lerner and H. Guterman and M. Aladjem and I. Dinstein",
title = "Comparative Study of Neural Network Based Feature Extraction Paradigms",
journal = "PRL",
volume = "20",
year = "1999",
number = "1",
month = jan,
pages = "7--14",
urlpaper = "http://www.ee.bgu.ac.il/~boaz/PattRecLettLerner1999.pdf",
abstract = "./Lerner1999.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@Article{Giacinto2000,
author = "G. Giacinto and F. Roli and L. Bruzzone",
title = "Combination of neural and statistical algorithms for supervised classification of remote-sensing images",
journal = "PRL",
volume = "21",
year = "2000",
number = "5",
month = may,
pages = "385--397",
urlpaper = "http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-403W4SD-5&_coverDate=05%2F31%2F2000&_alid=251623929&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=5665&_sort=d&view=c&_acct=C000010638&_version=1&_urlVersion=0&_userid=128860&md5=f4a4fbbfc917ace6413acb5ff2e2520d",
abstract = "./Giacinto2000.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@Article{Bruzzone1999,
author = "L. Bruzzone and D. Fernandez-Prieto and S. B. Serpico",
title = "A Neural-Statistical Approach to Multitemporal and Multisource Remote-Sensing Image Classification",
journal = "GeoRS",
volume = "37",
year = "1999",
number = "3",
month = may,
pages = "1350--1359",
urlpaper = "http://ieeexplore.ieee.org/iel5/36/16544/00763299.pdf?isNumber=16544&arnumber=763299&prod=JNL&arSt=1350&ared=1359&arAuthor=Bruzzone%2C+L.%3B+Prieto%2C+D.F.%3B+Serpico%2C+S.B.",
abstract = "./Bruzzone1999.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@Article{Giacinto2001,
author = "G. Giacinto and F. Roli",
title = "Design of effective neural network ensembles for image classification purposes",
journal = "IVC",
volume = "19",
year = "2001",
number = "9-10",
month = aug,
pages = "699--707",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V09-43MMXCH-C-P&_cdi=5641&_user=128860&_orig=na&_coverDate=08%2F01%2F2001&_sk=999809990&view=c&wchp=dGLbVlz-zSkWz&md5=919e4f0d2f462b887bd1a80f685576d3&ie=/sdarticle.pdf",
abstract = "./Giacinto2001.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Pal,
author = "N. R. Pal and J. C. Bezdek",
title = "Complexity reduction for {\"l}arge image{\" }processing",
journal = "SMC-B",
volume = "32",
year = "2002",
number = "5",
month = oct,
pages = "598--611",
urlpaper = "http://ieeexplore.ieee.org/iel5/3477/22189/01033179.pdf?isNumber=22189&arnumber=1033179&prod=JNL&arSt=+598&ared=+611&arAuthor=Pal%2C+N.R.%3B+Bezdek%2C+J.C.",
abstract = "./Pal.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Simard2003,
author = "P. Y. Simard and D. Steinkraus and J. C. Platt",
title = "Best practices for convolutional neural networks applied to visual document analysis",
booktitle = "ICDAR03",
year = "2003",
pages = "958--963",
urlpaper = "http://research.microsoft.com/~jplatt/ICDAR03.pdf",
abstract = "./Simard2003.htm",
annote = "Reasoning about Structures and Events; Issues; Performance",
}
%%%%%%%14.5.5.3 Neural Networks for Classification and Pattern Recognition%%%%%%%%%%%%
@Article{Fukushima1982,
author = "K. Fukushima and S. Miyake",
title = "Neocognitron: A new algorithm for pattern recognition tolerant of deformations and shifts in position",
journal = "PR",
volume = "15",
year = "1982",
number = "6",
pages = "455--469",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPJ6Y-F7/2/2588c38bc16488ae94fe2334068ed166",
abstract = "./Fukushima1982.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Fukushima1988,
author = "K. Fukushima",
title = "A Neural Network for Visual Pattern Recognition",
journal = "Computer",
volume = "21",
year = "1988",
number = "3",
month = mar,
pages = "65--75",
urlpaper = "http://csdl.computer.org/comp/mags/co/1988/03/r3065abs.htm",
abstract = "./Fukushima1988.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Attention",
}
@Article{Tsao1993,
author = "E. K. Tsao and W. C. Lin and C. T. Chen",
title = "Constraint satisfaction neural networks for image recognition",
journal = "PR",
volume = "26",
year = "1993",
number = "4",
month = apr,
pages = "553--567",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPNM0-1GR/2/11a15c23bd544d4d1463d5e7d7e86b91",
abstract = "./Tsao1993.htm",
annote = "Reasoning about Structures and Events; Methods; Constraint Satisfaction",
}
@Article{Tsao1992,
author = "E. K. Tsao and W. C. Lin and C. T. Chen",
title = "Constraint Satisfaction Neural Networks for Image Segmentation",
journal = "PR",
volume = "25",
year = "1992",
number = "7",
month = jul,
pages = "679--693",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPP67-1PF/2/a7e0cd13457064a489ac5538408ae1cb",
abstract = "./Tsao1992.htm",
annote = "Reasoning about Structures and Events; Methods; Constraint Satisfaction",
}
@Article{Shih,
author = "F. Y. Shih and J. Moh and F. C. Chang",
title = "A new art-based neural architecture for pattern classification and image enhancement without prior knowledge",
journal = "PR",
volume = "25",
year = "1992",
number = "5",
month = may,
pages = "533--542",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPNW1-1K6/2/6e39e850c9774fbeba91d266f8ba09dd",
abstract = "./Shih.htm",
annote = "Reasoning about Structures and Events; Issues; Self-Analysis",
}
@Article{Kim1994,
author = "H. J. Kim and H. S. Yang",
title = "A Neural-Network Capable of Learning and Inference for Visual-Pattern Recognition",
journal = "PR",
volume = "27",
year = "1994",
number = "10",
month = oct,
pages = "1291--1302",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48MPPRV-1WS/2/39947ceb35120595d36556508a668433",
abstract = "./Kim1994.htm",
annote = "Knowledge Representation; Style; Distributed",
}
@Article{Hussain1994,
author = "B. Hussain and M. R. Kabuka",
title = "A novel feature recognition neural network and its application to character recognition",
journal = "PAMI",
volume = "16",
year = "1994",
number = "1",
month = jan,
pages = "98--106",
urlpaper = "http://csdl.computer.org/comp/trans/tp/1994/01/i0098abs.htm",
abstract = "./Hussain1994.htm",
annote = "Knowledge Representation; Issues; Storage",
}
@Article{diZenzo1983,
author = "S. di Zenzo",
title = "Pattern recognition of collections",
journal = "IVC",
volume = "1",
year = "1983",
number = "2",
month = may,
pages = "93--97",
urlpaper = "http://www.sciencedirect.com/science/article/B6V09-4998RVJ-95/2/ff0596815c1c055e745b657a762c458f",
abstract = "./diZenzo1983.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@Article{Zenzo1993,
author = "S. di Zenzo and N. Burgess and P. Ferragina and M. N. Granieri",
title = "Recognition by Constructive Neural Algorithms",
journal = "PRL",
volume = "14",
year = "1993",
number = "12",
month = dec,
pages = "997--1007",
urlpaper = "http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-48M3112-27&_coverDate=12%2F31%2F1993&_alid=251793219&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=5665&_sort=d&view=c&_acct=C000010638&_version=1&_urlVersion=0&_userid=128860&md5=f654052b9292813ae26b0307d5a46619",
abstract = "./Zenzo1993.htm",
annote = "Knowledge Representation; Style; Generative",
}
@Article{Ghosh1992,
author = "A. Ghosh and S. K. Pal",
title = "Neural Network, Self-Organization and Object Extraction",
journal = "PRL",
volume = "13",
year = "1992",
pages = "387--397",
urlpaper = "http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-48N5588-12&_coverDate=05%2F31%2F1992&_alid=252165738&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=5665&_sort=d&view=c&_acct=C000010638&_version=1&_urlVersion=0&_userid=128860&md5=cbce0dbde398a55cc68e34d07d1b62d5",
abstract = "./Ghosh1992.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Figure/Ground",
}
@Article{Ornes1998,
author = "C. Ornes and J. Sklansky",
title = "A Visual Neural Classifier",
journal = "Systems, Man and Cybernetics, Part B",
volume = "28",
year = "1998",
number = "4",
month = aug,
pages = "620--625",
urlpaper = "http://ieeexplore.ieee.org/iel4/3477/15217/00704302.pdf?isNumber=15217&arnumber=704302&prod=JNL&arSt=620&ared=625&arAuthor=Ornes%2C+C.%3B+Sklansky%2C+J.",
abstract = "./Ornes1998.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Labelling/Localisation",
}
@InProceedings{Ornes1998bis,
author = "C. Ornes and J. Sklansky and A. Disher",
title = "A Visual Neural Network that Learns Perceptual Relationships",
booktitle = "ICPR98",
year = "1998",
pages = "Vol I: 873--875",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=15317&prod=CNF&arnumber=711289&arSt=+873&ared=+875&arNumber=711289",
abstract = "./Ornes1998bis.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Grouping/Perceptual Organisation",
}
@Article{Iyatomi2002,
author = "H. Iyatomi and M. Hagiwara",
title = "Scenery image recognition and interpretation using fuzzy inference neural networks",
journal = "PR",
volume = "35",
year = "2002",
number = "8",
month = aug,
pages = "1793--1806",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-45JXFX6-F-5N&_cdi=5664&_user=128860&_orig=na&_coverDate=08%2F31%2F2002&_sk=999649991&view=c&wchp=dGLbVlb-zSkzV&md5=6c1b2cce3743ce19533fd1bd16030ce9&ie=/sdarticle.pdf",
abstract = "./Iyatomi2002.htm",
annote = "Reasoning about Structures and Events; Methods; Distributed",
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@Article{Iyatomi2004,
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title = "Adaptive fuzzy inference neural network",
journal = "PR",
volume = "37",
year = "2004",
number = "10",
month = oct,
pages = "2049--2057",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-4CPVJFT-2/2/b845d63975b6c6b784e1e7340a54a65f",
abstract = "./Iyatomi2004.htm",
annote = "Model Learning; Content; Parameters",
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@Article{Verikas2002,
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journal = "PRL",
volume = "23",
year = "2002",
number = "11",
month = sep,
pages = "1323--1335",
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abstract = "./Verikas2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
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title = "Selecting salient features for classification based on neural network committees",
journal = "PRL",
volume = "25",
year = "2004",
number = "16",
month = dec,
pages = "1879--1891",
urlpaper = "http://www.sciencedirect.com/science/article/B6V15-4DJ4FCF-2/2/c8bf42aa3dd991498ae49b92296306f6",
abstract = "./Bacauskiene2004.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
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@Article{Lin2002,
author = "J. S. Lin and S. H. Liu",
title = "Classification of multispectral images based on a fuzzy-possibilistic neural network",
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volume = "32",
year = "2002",
number = "4",
month = nov,
pages = "499--506",
urlpaper = "http://ieeexplore.ieee.org/iel5/5326/26422/01176899.pdf?isNumber=26422&arnumber=1176899&prod=JNL&arSt=+499&ared=+506&arAuthor=Jzau-Sheng+Lin%3B+Shao-Han+Liu",
abstract = "./Lin2002.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Neuromimetic",
}
@Article{Park2004,
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title = "Content-based image classification using a neural network",
journal = "PRL",
volume = "25",
year = "2004",
number = "3",
month = feb,
pages = "287--300",
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%%%%%%%%%%%%%%%%14.5.5.4 Neural Networks for Shapes and Complex Features%%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%14.5.5.5 Neural Networks Applied to Specific Problems%%%%%%%%%%%%%%%%%%%%%%
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annote = "Recognition, Categorisation and Estimation; Content; Contexts/Scenes/Situations",
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%%%%%%%%%%%%%%%%%%%%%%%14.5.6 Bayesian Learning %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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}
@InProceedings{Rangarajan,
author = "A. Rangarajan and J. M. Coughlan and A. L. Yuille",
title = "A bayesian network framework for relational shape matching",
booktitle = "ICCV03",
year = "2003",
pages = "671--678",
urlpaper = "http://www.cise.ufl.edu/~anand/pdf/873_rangarajan_a.pdf",
abstract = "./Rangarajan.htm",
annote = "Knowledge Representation; Style; Relational/Graphical",
}
@Article{Sarkar2000,
author = "S. Sarkar and S. Chavali",
title = "Modeling Parameter Space Behavior of Vision Systems Using Bayesian Networks",
journal = "CVIU",
volume = "79",
year = "2000",
number = "2",
month = aug,
pages = "185--223",
urlpaper = "http://figment.csee.usf.edu/~sarkar/PDFs/chavali.pdf",
abstract = "./Sarkar2000.htm",
annote = "Recognition, Categorisation and Estimation; Content; Parameters",
}
@Article{Hornegger2000,
author = "J. Hornegger and H. Niemann",
title = "Probabilistic Modeling and Recognition of 3-{D} Objects",
journal = "IJCV",
volume = "39",
year = "2000",
number = "3",
month = sep,
pages = "229--251",
urlpaper = "http://www.springerlink.com/app/home/contribution.asp?wasp=0d13c98a586045a58a936be817000a19&referrer=parent&backto=issue,3,3;journal,62,115;linkingpublicationresults,1:100272,1",
abstract = "./Hornegger2000.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Probabilistic",
}
@InProceedings{Hornegger1995,
author = "J. Hornegger and H. Niemann",
title = "Statistical Learning, Localization, and Identification of Objects",
booktitle = "ICCV95",
year = "1995",
pages = "914--919",
urlpaper = "http://csdl.computer.org/comp/proceedings/iccv/1995/7042/00/70420914abs.htm",
abstract = "./Hornegger1995.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Labelling/Localisation",
}
@InProceedings{Hornegger1994,
author = "J. Hornegger and H. Niemann",
title = "A Bayesian Approach to Learn and Classify 3{D} Objects from Intensity Images",
booktitle = "ICPR94",
year = "1994",
pages = "B:557--559",
urlpaper = "http://www.cvgpr.uni-mannheim.de/hornegger/papers/icpr_94.pdf",
abstract = "./Hornegger1994.htm",
annote = "Recognition, Categorisation and Estimation; Content; Objects/Parts",
}
@Article{Hornegger2004,
author = "J. Hornegger and V. Welker and H. Niemann",
title = "Localization and classification based on projections",
journal = "PR",
volume = "35",
year = "2002",
number = "6",
month = jun,
pages = "1225--1235",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-457VJDT-3/2/8e506092d4116616af7b688d2ad90f68",
abstract = "./Hornegger2004.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Labelling/Localisation",
}
@InProceedings{Kane2004,
author = "M. J. Kane and A. Savakis",
title = "Bayesian network structure learning and inference in indoor vs. outdoor image classification",
booktitle = "ICPR04",
year = "2004",
pages = "II: 479--482",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=29386&prod=CNF&arnumber=1334268&arSt=+479&ared=+482&arNumber=1334268",
abstract = "./Kane2004.htm",
annote = "Recognition, Categorisation and Estimation; Content; Contexts/Scenes/Situations",
}
@InProceedings{Lo2003,
author = "B. P. L. Lo and S. Thiemjarus and G. Z. Yang",
title = "Adaptive Bayesian networks for video processing",
booktitle = "ICIP03",
year = "2003",
pages = "I: 889--892",
urlpaper = "http://www.doc.ic.ac.uk/~benlo/ICIP%20paper.pdf",
abstract = "./Lo2003.htm",
annote = "Reasoning about Structures and Events; Issues; Self-Analysis",
}
@InProceedings{FeiFei2003,
author = "L. Fei-Fei and R. Fergus and P. Perona",
title = "A bayesian approach to unsupervised one-shot learning of object categories",
booktitle = "ICCV03",
year = "2003",
pages = "1134--1141",
urlpaper = "http://www.vision.caltech.edu/html-files/FeiFei_ICCV03.pdf",
abstract = "./FeiFei2003.htm",
annote = "Knowledge Representation; Style; Probabilistic",
}
@InProceedings{Vailaya1999,
author = "A. Vailaya and A. K. Jain",
title = "Incremental Learning for Bayesian Classification of Images",
booktitle = "ICIP99",
year = "1999",
pages = "II:585--589",
urlpaper = "",
abstract = "./Vailaya1999.htm",
annote = "Model Learning; Content; Classes/Categories",
}
%%%%%%%%%%%%%%% 14.5.7 Genetic Algorithms%%%%%%%%%%%%%%%%%%%%%%
@Article{Bala1996,
author = "J. W. Bala and H. Wechsler",
title = "Shape-Analysis Using Hybrid Learning",
journal = "PR",
volume = "29",
year = "1996",
number = "8",
month = aug,
pages = "1323--1333",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-3VTJG0V-7/2/6804327e8a118d5167fb519a8fd1f76b",
abstract = "./Bala1996.htm",
annote = "Reasoning about Structures and Events; Content; Tasks/Goals",
}
@Article{Katz1994,
author = "A. J. Katz and P. R. Thrift",
title = "Generating Image Filters for Target Recognition by Genetic Learning",
journal = "PAMI",
volume = "16",
year = "1994",
number = "9",
month = sep,
pages = "906--910",
urlpaper = "http://csdl.computer.org/comp/trans/tp/1994/09/i0906abs.htm",
abstract = "./Katz1994.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Attention",
}
@Article{Chun1996,
author = "D. N. Chun and H. S. Yang",
title = "Robust Image Segmentation Using Genetic Algorithm with a Fuzzy Measure",
journal = "PR",
volume = "29",
year = "1996",
number = "7",
month = jul,
pages = "1195--1211",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-3VS3F30-T-1&_cdi=5664&_user=128860&_orig=na&_coverDate=07%2F31%2F1996&_sk=999709992&view=c&wchp=dGLbVlz-zSkWW&md5=44a6550d9a015b0412cfca647ce42101&ie=/sdarticle.pdf",
abstract = "./Chun1996.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques;Grouping/Perceptual Organisation",
}
@Article{Singh1997,
author = "M. Singh and A. Chatterjee and S. Chaudhury",
title = "Matching Structural Shape Descriptions Using Genetic Algorithms",
journal = "PR",
volume = "30",
year = "1997",
number = "9",
month = sep,
pages = "1451--1462",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-3SP29M7-6-2&_cdi=5664&_user=128860&_orig=na&_coverDate=09%2F30%2F1997&_sk=999699990&view=c&wchp=dGLbVtb-zSkzV&md5=e183c5e7aafe2e7316814954534cfc6d&ie=/sdarticle.pdf",
abstract = "./Singh1997.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@Article{Ser1999,
author = "P. K. Ser and C. S. T. Choy and W. C. Siu",
title = "Genetic Algorithm for the Extraction of Nonanalytic Objects from Multiple Dimensional Parameter Space",
journal = "CVIU",
volume = "73",
year = "1999",
number = "1",
month = jan,
pages = "1--13",
urlpaper = "http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6WCX-45N4KDR-1&_coverDate=01%2F01%2F1999&_alid=256324622&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=6750&_sort=d&view=c&_acct=C000010638&_version=1&_urlVersion=0&_userid=128860&md5=6eeba27840ce07ec3c08b7f1df886047",
abstract = "./Ser1999.htm",
annote = "Knowledge Representation; Issues; Storage",
}
@Article{Andrey1999,
author = "P. Andrey",
title = "Selectionist relaxation: genetic algorithms applied to image segmentation",
journal = "IVC",
volume = "17",
year = "1999",
number = "3/4",
month = mar,
pages = "175--187",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V09-3VY0F2B-2-1&_cdi=5641&_user=128860&_orig=na&_coverDate=03%2F31%2F1999&_sk=999829996&view=c&wchp=dGLbVzb-zSkzk&md5=843c9aee7b97541d3991784ac4e8b5f8&ie=/sdarticle.pdf",
abstract = "./Andrey1999.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques;Grouping/Perceptual Organisation",
}
@Article{Cagnoni1999,
author = "S. Cagnoni and A. B. Dobrzeniecki and R. Poli and J. C. Yanch",
title = "Genetic algorithm-based interactive segmentation of 3{D} medical images",
journal = "IVC",
volume = "17",
year = "1999",
number = "12",
month = oct,
pages = "881--895",
urlpaper = "http://www.sciencedirect.com/science/article/B6V09-3XCFR5S-3/2/d7d37f5494e18e71e7426b29d79d06ff",
abstract = "./Cagnoni1999.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
}
@Article{Yuen2000,
author = "S. Y. Yuen and C. H. Ma",
title = "Genetic algorithm with competitive image labelling and least square",
journal = "PR",
volume = "33",
year = "2000",
number = "12",
month = dec,
pages = "1949--1966",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-412RX7C-2-34&_cdi=5664&_user=128860&_orig=na&_coverDate=12%2F31%2F2000&_sk=999669987&view=c&wchp=dGLbVlz-zSkWA&md5=9149c70db84121910f4d569d308c3974&ie=/sdarticle.pdf",
abstract = "./Yuen2000.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Labelling/Localisation",
}
@Article{Bandyopadhyay2002,
author = "S. Bandyopadhyay and U. Maulik",
title = "Genetic clustering for automatic evolution of clusters and application to image classification",
journal = "PR",
volume = "35",
year = "2002",
number = "6",
month = jun,
pages = "1197--1208",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-457VJDT-1/2/28cb7bff42fe8a6dfb5615d0fcb0358b",
abstract = "./Bandyopadhyay2002.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Search",
}
@Article{Khoo2003,
author = "K. G. Khoo and P. N. Suganthan",
title = "Structural pattern recognition using genetic algorithms with specialized operators",
journal = "SMC-B",
volume = "33",
year = "2003",
number = "1",
month = feb,
pages = "156--165",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-45S7WHD-6/2/bed36dbe7f1b62f604da61afa4c07455",
abstract = "./Khoo2003.htm",
annote = "Knowledge Representation; Style; Relational/Graphical",
}
@Article{Khoo2002,
author = "K. G. Khoo and P. N. Suganthan",
title = "Evaluation of genetic operators and solution representations for shape recognition by genetic algorithms",
journal = "PRL",
volume = "23",
year = "2002",
number = "13",
month = nov,
pages = "1589--1597",
urlpaper = "http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V15-45PK50W-1-2P&_cdi=5665&_user=128860&_orig=browse&_coverDate=11%2F30%2F2002&_sk=999769986&view=c&wchp=dGLbVtz-zSkzS&md5=583b5a1a378adacb73afec4ad1154310&ie=/sdarticle.pdf",
abstract = "./Khoo2002.htm",
annote = "Knowledge Representation; Style; Relational/Graphical",
}
@Article{Perez2003,
author = "C. A. Perez and C. A. Salinas and P. A. Estevez and P. M. Valenzuela",
title = "Genetic design of biologically inspired receptive fields for neural pattern recognition",
journal = "SMC-B",
volume = "33",
year = "2003",
number = "2",
month = apr,
pages = "258--270",
urlpaper = "http://ieeexplore.ieee.org/iel5/3477/26624/01187437.pdf?isNumber=26624&arnumber=1187437&prod=JNL&arSt=+258&ared=+270&arAuthor=Perez%2C+C.A.%3B+Salinas%2C+C.A.%3B+Estevez%2C+P.A.%3B+Valenzuela%2C+P.M.",
abstract = "./Perez2003.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@Article{Dipanda,
author = "A. Dipanda and S. Woo and F. Marzani and J. M. Bilbault",
title = "3-{D} shape reconstruction in an active stereo vision system using genetic algorithms",
journal = "PR",
volume = "36",
year = "2003",
number = "9",
month = sep,
pages = "2143--2159",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-48DXN97-B/2/9ab422b8476be4e4be356317dd0099d0",
abstract = "./Dipanda.htm",
annote = "Visual Process Control; Paradigms; Reactive",
}
@InProceedings{Woo2002,
author = "S. Woo and A. Dipanda and F. Marzani",
title = "Application of Genetic Algorithms to 3-{D} Shape Reconstruction in an Active Stereo Vision System",
booktitle = "EMMCVPR02",
year = "2002",
pages = "480 ff.",
urlpaper = "http://www.springerlink.com/app/home/contribution.asp?wasp=06d0789776fd49e890690534dbb783e1&referrer=parent&backto=issue,28,38;journal,1271,1955;linkingpublicationresults,1:105633,1",
abstract = "./Woo2002.htm",
annote = "Visual Process Control; Issues; Active Sensing",
}
@InProceedings{Woo2000,
author = "S. Woo and A. Dipanda",
title = "Matching Lines and Points in an Active Stereo Vision System Using Genetic Algorithms",
booktitle = "ICIP00",
year = "2000",
pages = "Vol III: 332--335",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=19455&prod=CNF&arnumber=899382&arSt=+332&ared=+335&arNumber=899382",
abstract = "./Woo2000.htm",
annote = "Visual Process Control; Paradigms; Reactive",
}
@Article{Figueiredo2003,
author = "M. A. T. Figueiredo",
title = "Adaptive sparseness for supervised learning",
journal = "PAMI",
volume = "25",
year = "2003",
number = "9",
month = sep,
pages = "1150--1159",
urlpaper = "http://ieeexplore.ieee.org/iel5/34/27551/01227989.pdf?isNumber=27551&arnumber=1227989&prod=JNL&arSt=+1150&ared=+1159&arAuthor=Figueiredo%2C+M.A.T.",
abstract = "./Figueiredo2003.htm",
annote = "Model Learning; Types of Learning; Supervised",
}
@Article{Liu,
author = "Y. Liu and K. Chen and X. Liao and W. Zhang",
title = "A genetic clustering method for intrusion detection",
journal = "PR",
volume = "37",
year = "2004",
number = "5",
month = may,
pages = "927--942",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-4BHCCVJ-3/2/220c1db68fa81968351b0aaed524e55f",
abstract = "./Liu.htm",
annote = "Recognition, Categorisation and Estimation; Content; Activities/Behaviours/Processes/Dynamics",
}
@Article{Gong2004,
author = "M. Gong and Y. H. Yang",
title = "Quadtree-based genetic algorithm and its applications to computer vision",
journal = "PR",
volume = "37",
year = "2004",
number = "8",
month = aug,
pages = "1723--1733",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-4C8P6F6-1/2/4e571e22318c162df7d8229da8611c7b",
abstract = "./Gong2004.htm",
annote = "Reasoning about Structures and Events; Methods; Constraint Satisfaction",
}
@InProceedings{Gong2002,
author = "M. Gong and Y. H. Yang",
title = "Multi-resolution genetic algorithm and its application in motion estimation",
booktitle = "ICPR02",
year = "2002",
pages = "I: 644--647",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=22378&prod=CNF&arnumber=1044829&arSt=+644&ared=+647&arNumber=1044829",
abstract = "./Gong2002.htm",
annote = "Reasoning about Structures and Events; Content; Events and Temporal Structures",
}
@Article{Bhanu2004,
author = "B. Bhanu and Y. Lin",
title = "Synthesizing feature agents using evolutionary computation",
journal = "PRL",
volume = "25",
year = "2004",
number = "13",
month = oct,
pages = "1519--1531",
urlpaper = "http://www.sciencedirect.com/science/article/B6V15-4CRY8J6-2/2/d245bfcfeee2d509066321e19d84a0fd",
abstract = "./Bhanu2004.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@Article{Teredesai2005,
author = "A. Teredesai and V. Govindaraju",
title = "{GP}-based secondary classifiers",
journal = "PR",
volume = "38",
year = "2005",
number = "4",
month = apr,
pages = "505--512",
urlpaper = "http://www.sciencedirect.com/science/article/B6V14-4DYW4P0-2/2/fef13e4d84e3e216b45c8deff5442df4",
abstract = "./Teredesai2005.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Hu2004,
author = "M. Hu and B. Yuan and G. Dodds and X. Tang",
title = "Robust method of recovering epipolar geometry using messy genetic algorithm",
booktitle = "CRV04",
year = "2004",
pages = "164--171",
urlpaper = "http://csdl.computer.org/comp/proceedings/crv/2004/2127/00/21270164abs.htm",
abstract = "./Hu2004.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Geometric/Structural",
}
@InProceedings{Krawiec2001,
author = "K. Krawiec",
title = "Genetic Programming with Local Improvement for Visual Learning from Examples",
booktitle = "CAIP01",
year = "2001",
pages = "209 ff.",
urlpaper = "http://link.springer.de/link/service/series/0558/bibs/2124/21240209.htm",
abstract = "./Krawiec2001.htm",
annote = "Model Learning; Types of Learning; Case-based",
}
@InProceedings{Yuen2001,
author = "S. Y. Yuen and H. S. Lam and C. K. Fong",
title = "A Novel Robust Statistical Design of the Repeated Genetic Algorithm",
booktitle = "CAIP01",
year = "2001",
pages = "668 ff.",
urlpaper = "http://www.it.cityu.edu.hk/~itkelvin/papers/A%20Novel%20Robust%20Statistical%20Design%20of%20the%20Repeated%20Genetic%20Algorithm.pdf",
abstract = "./Yuen2001.htm",
annote = "Recognition, Categorisation and Estimation; Issues; Accuracy",
}
@InProceedings{Bosco2001,
author = "G. lo Bosco",
title = "A genetic algorithm for image segmentation",
booktitle = "CIAP01",
year = "2001",
pages = "262--266",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=20665&prod=CNF&arnumber=957019&arSt=262&ared=266&arAuthor=Lo+Bosco%2C+G.&arNumber=957019&a_id0=957006&a_id1=957007&a_id2=957008&a_id3=957009&a_id4=957010&a_id5=957011&a_id6=957013&a_id7=957014&a_id8=957015&a_id9=957016&a_id10=957017&a_id11=957018&a_id12=957019&a_id13=957020&a_id14=957021&count=15",
abstract = "./Bosco2001.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Parameter Estimation and Optimisation",
}
@InProceedings{Tohka2001,
author = "J. Tohka",
title = "Global optimization of deformable surface meshes based on genetic algorithms",
booktitle = "CIAP01",
year = "2001",
pages = "459--464",
urlpaper = "http://www.cs.tut.fi/~jupeto/gadeformable.pdf",
abstract = "./Tohka2001.htm",
annote = "Reasoning about Structures and Events; Methods; Constraint Satisfaction",
}
@InProceedings{Stefano2001,
author = "C. de Stefano and A. Della Cioppa and A. Marcelli and F. Matarazzo",
title = "Grouping Character Shapes by Means of Genetic Programming",
booktitle = "VF01",
year = "2001",
pages = "504 ff.",
urlpaper = "http://sci2s.ugr.es/keel/monografia/gp_re/springer2_6.pdf",
abstract = "./Stefano2001.htm",
annote = "Knowledge Representation; Style; Generative",
}
@InProceedings{Nasri2002,
author = "M. Nasri and M. El Hitmy",
title = "Algorithme {G}énétique et Critère de la Trace pour l'Optimisation du Vecteur Attribut: Application à la Classification Supervisée des Images de Textures",
booktitle = "VI02",
year = "2002",
pages = "407",
urlpaper = "http://www.cipprs.org/vi2002/pdf/s8-1.pdf",
abstract = "./Nasri2002.htm",
annote = "Recognition, Categorisation and Estimation; Content; Parameters",
}
@InProceedings{Qian1999,
author = "Y. Qian",
title = "Image Interpretation with Fuzzy-Graph Based Genetic Algorithm",
booktitle = "ICIP99",
year = "1999",
pages = "I:545--549",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?isNumber=17788&prod=CNF&arnumber=821688&arSt=+545&ared=+549&arNumber=821688",
abstract = "./Qian1999.htm",
annote = "Reasoning about Structures and Events; Methods; Rule-based",
}
@InProceedings{Saitoh1999,
author = "F. Saitoh",
title = "Boundary Extraction of Brightness Unevenness on {LCD} Display using genetic Algorithm based on Perceptive Grouping Factors",
booktitle = "ICIP99",
year = "1999",
pages = "II:308--312",
urlpaper = "http://ieeexplore.ieee.org/xpl/abs_free.jsp?arNumber=822906",
abstract = "./Saitoh1999.htm",
annote = "Recognition, Categorisation and Estimation; General Techniques; Grouping/Perceptual Organisation",
}
@InProceedings{Saito1996,
author = "Hideo Saito and M. Mori",
title = "Object Modeling from Multiple Images Using Genetic Algorithms",
booktitle = "13th International Conference on Pattern Recognition",
month = aug,
year = "1996",
volume = "IV",
pages = "669--673",
urlpaper = "http://www.ri.cmu.edu/pub_files/pub1/saito_hideo_1996_1/saito_hideo_1996_1.pdf",
abstract = "./Saito1996.htm",
annote = "Model Learning; Types of Learning; Reinforcement",
}
@InProceedings{Bala1996,
author = "J. W. Bala and H. Wechsler and H. Vafaie and J. Huang and K. de Jong",
title = "Visual Routine for Eye Detection Using Hybrid Genetic Architectures",
booktitle = "ICPR96",
year = "1996",
pages = "C8A.2",
urlpaper = "http://cs.gmu.edu/~wechsler/publication/ICPR96fr.ps",
abstract = "./Bala1996.htm",
annote = "Model Learning; Content; Task Control",
}
@InProceedings{Sakano1996,
author = "H. Sakano and H. Kida and N. Mukawa",
title = "Seeing the Character Images That an {OCR} System Sees: Analysis by Genetic Algorithm",
booktitle = "ICPR96",
year = "1996",
pages = "D81.2",
urlpaper = "http://intl.ieeexplore.ieee.org/xpl/abs_free.jsp?arNumber=547599",
abstract = "./Sakano1996.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
%%%%%%%%%%%%%%%14.5.8 Learning -- Conference Listing%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{Bhandaru1993,
author = "M. K. Bhandaru and B. A. Draper and V. R. Lesser",
title = "Learning Image to Symbol Conversion",
booktitle = "AAAI Technical Report FS-93-04",
month = jan,
year = "1993",
urlpaper = "http://mas.cs.umass.edu/paper/22",
abstract = "./Bhandaru1993.htm",
annote = "Recognition, Categorisation and Estimation; General Approaches; Feature Sampling",
}
@InProceedings{Marshall1993,
author = "Jonathan A. Marshall and Richard Alley.",
title = "A Self-Organizing Neural Network That Learns to Detect and Represent Visual Depth from Occlusion Events",
booktitle = "AAAI Fall Symposium Series: Machine Learning in Vision: What Why and How?",
month = oct,
year = "1993",
urlpaper = "http://nn.cs.utexas.edu/web-pubs/htmlbook96/marshall/",
abstract = "./Marshall1993.htm",
annote = "Reasoning about Structures and Events; Content; Objects and Spatial Structures",
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@InProceedings{Lammens1993,
author = "J. M. Lammens and S. C. Shapiro",
title = "Learning Symbolic Names for Perceived Colors",
booktitle = "AAAI Fall Symposium Series: Machine Learning in Vision: What Why and How?",
month = oct,
year = "1993",
urlpaper = "http://www.cse.buffalo.edu/tech-reports/93-31.ps",
abstract = "./Lammens1993.htm",
annote = "Knowledge Representation; Style; Embodied",
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@InProceedings{Salganicoff1993,
author = "M. Salganicoff and G. Metta and A. Oddera and G. Sandini",
title = "A Vision-Based Learning Method for Pushing Manipulation",
booktitle = "AAAI Fall Symposium Series: Machine Learning in Vision: What Why and How?",
month = oct,
year = "1993",
urlpaper = "http://www.ircs.upenn.edu/download/techreports/1993/93-47.pdf",
abstract = "./Salganicoff1993.htm",
annote = "Model Learning; Content; Task Control",
}
@InProceedings{nguyen1993,
author = "Thang C. Nguyen and David S. Goldberg and Thomas S. Huang",
title = "Evolvable Modeling: structural adaptation through hierarchical evolution for 3-{D} model-based vision",
booktitle = "AAAI Fall Symposium Series: Machine Learning in Vision: What Why and How?",
institution = "Beckman Institute and Coordinated Science Laboratory, University of Illinois",
year = "1993",
address = "Urbana, IL 61801, USA",
keywords = "genetic algorithms, genetic programming",
urlpaper = "ftp://cs.ucl.ac.uk/genetic/ftp.io.com/papers/gp-3D-modeling.ps.Z",
abstract = "./nguyen1993.htm",
annote = "Reasoning about Structures and Events; Methods; Model-based",
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@InProceedings{Draper1996,
author = "A. Hanson B. Draper and E. Riseman.",
title = "Knowledge-Directed Vision: Control, Learning and Integration",
booktitle = "IEEE",
year = "1996",
urlpaper = "http://www.cs.colostate.edu/~draper/publications/draper_ieee96.pdf",
abstract = "./Draper1996.htm",
annote = "Visual Process Control; General Approaches; Rule-based",
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@InProceedings{davidsson93,
author = "Paul Davidsson",
title = "Toward a General Solution to the Symbol Grounding Problem: Combining Machine Learning and Computer Vision",
booktitle = "{AAAI} Fall Symposium Series, Machine Learning in Computer Vision: What, Why and How?",
publisher = "AAAI Press",
pages = "157--161",
year = "1993",
urlpaper = "http://www.cs.lth.se/Research/AI/Papers/AAAIFSS-93.pdf",
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annote = "Knowledge Representation; Style; Ontological",
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author = "Vasant Honavar",
title = "Symbolic and Subsymbolic Learning for Vision: Some Possibilities",
booktitle = "{AAAI} Fall Symposium Series, Machine Learning in Computer Vision: What, Why and How?",
publisher = "AAAI Press",
pages = "",
year = "1993",
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%%%%%%%%%%%%%%%%14.5 Learning in compuetr vision finished%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%15 Active Vision, Calibration, Mobile Robots Processing and Control%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%15.1.1 Active Vision - General%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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@InProceedings{Fu1995,
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title = "Perception and Action in Man-Made Environments",
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year = "1995",
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@InProceedings{Sharma1992,
author = "R. Sharma and Y. Aloimonos",
title = "Visual Motion Analysis under Interceptive Behavior",
booktitle = "CVPR92",
year = "1992",
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title = "Navigational Functionalities",
journal = "CVIU",
volume = "62",
year = "1995",
number = "2",
month = sep,
pages = "232--244",
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@Article{Ballard1991,
author = "D. H. Ballard",
title = "Animate Vision",
journal = "AI",
volume = "48",
year = "1991",
number = "1",
month = feb,
pages = "57--86",
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annote = "Visual Process Control; Paradigms; Reactive",
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@Article{Ballard1992,
author = "D. H. Ballard and C. M. Brown",
title = "Principles of Animate Vision",
journal = "CVGIP",
volume = "56",
year = "1992",
number = "1",
month = jul,
pages = "3--21",
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annote = "Visual Process Control; Paradigms; Reactive",
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@Article{ballard1989,
author = "D. H. Ballard",
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year = "1989",
number = "1",
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pages = "3--9",
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annote = "Visual Process Control; Paradigms; Reactive",
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title = "Integrating Primary Ocular Processes",
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volume = "10",
year = "1992",
number = "10",
month = dec,
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volume = "3",
year = "1993",
number = "4",
pages = "517--535",
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annote = "Visual Process Control; Paradigms; Reactive",
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