CS 4501: Computer Vision
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| Date | Topic | Reading* | Assignments |
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| 01/19 | Introduction | FP: Preface TV: Ch. 1 S: Ch. 1 |
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| 01/24 | Image formation | FP: Ch. 1, 4 TV: Ch. 2.1-2.4, 3, A.3, A.4 S: Ch. 2 radiometry review, derivation of FERIF |
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| 01/26 | Image formation (continued) | ||
| 01/31 | Filtering and edge detection | FP: Ch. 7,8 TV: Ch. 4.1-4.3 S: Ch. 3,4 |
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| 02/02 | Feature detection; Hough transform | TV: Ch. 5.1-5.2 S: Ch. 4 |
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| 02/07 | Hough transform (continued) | ||
| 02/09 | Active contours (snakes) | TV: Ch. 5.4 S: Ch. 5.1 [Williams and Shah 1992] |
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| 02/14 | Segmentation and clustering | FP: Ch. 14 S: 5.2,5.3[Martin et al. 2004] |
Assignment 1 due |
| 02/16 | Recognition; Principal Component Analysis | TV: Ch. 10.1-10.5, A.6 S: A.1 |
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| 02/21 | Recognition; Principal Component Analysis (continued) | ||
| 02/23 | Probability in vision | FP: Ch. 16 S: App. B |
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| 02/28 | Texture | FP: Ch. 9 S: Ch. 10.5 [Efros and Leung 1999] [Efros and Freeman 2001] |
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| 03/02 | Texture (continued) | Assignment 2 due | |
| 03/07 | Spring Break | ||
| 03/09 | Spring Break | ||
| 03/14 | Motion and optical flow | TV Ch. 8.1-8.4 S: Ch. 8 Lucas-Kanade paper |
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| 03/16 | Motion and optical flow (continued) | ||
| 03/21 | Camera geometry and calibration | FP: Ch. 10 TV: Ch. 6,7.3 S: Ch. 2.1,6.2,6.3 |
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| 03/23 | Stereo | FP: Ch. 11 TV: Ch. 7 S: Ch. 11 |
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| 03/28 | More on stereo; space-time stereo | Davis et al. paper on spacetime stereo | Assignment 3 due |
| 03/30 | Multi-view stereo; voxel coloring | FP: Ch. 11 S: Ch. 11.6 Seitz & Dyer paper on voxel coloring |
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| 04/04 | Structure from motion | FP: Ch. 12,13 TV: Ch. 8.2,8.5 S: Ch. 7 Tomasi & Kanade paper |
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| 04/06 | Active triangulation methods | FP: Ch. 21 S: Ch. 12.2 Digital Michaelangelo Project |
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| 04/11 | Photometric stereo; shape from shading | FP: Ch. 5S: Ch. 12.1GelSight | Assignment 4 due |
| 04/13 | Separating global and local illumination | Final project proposals due | |
| 04/18 | Image alignment, tracking, and the Kalman filter | Ch. A.7,A.8 notes on Kalman filter |
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| 04/20 | Light scattering functions; appearance acquisition | ||
| 04/25 | Image-based modeling and rendering | Levoy & Hanrahan paper | |
| 04/27 | 3-D Facial Recognition; Morphable Models | ||
| 05/02 | Final project presentations (MEC 341 6PM-9PM) | Final project reports due |