Applied Computer Vision Lecture Schedule
From David Vernon's Wiki
|CARNEGIE MELLON UNIVERSITY AFRICA|
| Date | Lecture | Topic | Material covered | Reading | Assignments |
|---|---|---|---|---|---|
| Mon. 28 Aug. | 1 | Overview of human and computer vision | Lecture 1 Slides. Szeliski 2010, Sections 1.1 and 1.2. Kragic and Vincze, 2010. David Lowe's website of industrial vision systems. | ||
| Wed. 30 Aug. | 2 | OpenCV and software development tools for course work | Lecture 2 Slides. | ||
| Mon. 4 Sept. | 3 | Optics, sensors, and image formation | |||
| Wed. 6 Sept. | 4 | Image acquisition and image representation | |||
| Mon. 11 Sept. | 5 | Image processing | point & neighbourhood operations, image filtering, convolution, Fourier transform | ||
| Wed. 13 Sept. | 6 | Image processing | Morphological operations | ||
| Mon. 18 Sept. | 7 | Image processing | Geometric operations | ||
| Wed. 20 Sept. | 8 | Segmentation | Region-based approaches, binary thresholding, connected component analysis | ||
| Mon. 25 Sept. | 9 | Segmentation | Edge detection | ||
| Wed. 27 Feb. | 10 | Segmentation | Colour-based approaches; k-means clustering | ||
| Mon. 2 Oct. | 11 | Queue (FIFO ADT). Implementation using List ADT (array and linked-list). Comparison of order of complexity. Dedicated ADT. Circular queues. Queue applications. | Lecture 11 Slides. On the Simulation of Random Events. | ||
| Wed. 4 Oct. | 12 | ||||
| Mon. 9 Oct. | 13 | ||||
| Wed. 11 Oct. | 14 | ||||
| Mon. 16 Oct. | 15 | ||||
| Wed. 18 Oct. | 16 | ||||
| Mon. 23 Oct. | 17 | ||||
| Wed. 25 Oct. | 18 | ||||
| Mon. 30 Oct. | 19 | ||||
| Wed. 1 Nov. | 20 | ||||
| Mon. 6 Nov. | 21 | ||||
| Wed. 8 Nov. | 22 | ||||
| Mon. 13 Nov. | 23 | ||||
| Wed. 15 Nov. | 24 | ||||
| Mon. 20 Nov. | 25 | ||||
| Wed. 22 Nov. | 26 | ||||
| Mon. 27 Nov. | 27 | ||||
| Wed. 29 Nov. | 28 | ||||
| Mon. 4 Dec. | 29 | ||||
| Wed. 6 Dec. | 30 |
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