| 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
J. Matas and K. Jonsson and J. Kittler
ABSTRACT
We propose a method for fast face localisation and verification (identification) based on a robust form of correlation. Geometric and photometric normalisation of face images was achieved by direct minimisation. During optimisation, the correlation was estimated from a set of samples drawn from a Sobol sequence. This Monte Carlo technique speeds the evaluation of correlation approximately twenty five times and makes the optimisation process near-real time. In recognition experiments, the optimised robust correlation outperformed two standard techniques based on the dynamic link architecture [M.Lades et al., IEEE Transactions on Computers, 42(3) (1993) 300--311] |
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