| Date |
Lecture (click for notes) |
Readings |
Assignments |
| Mon, Feb 3 |
Introduction to human and computer vision |
Ch. 1 |
|
| Wed, Feb 5 |
Image formation and capture |
Ch. 2.1-2.4, 3, A.3, A.4 |
|
| Mon, Feb 10 |
Filtering, edge detection |
Ch. 4.1-4.3 |
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| Wed, Feb 12 |
Feature detection, Hough transform |
Ch. 5.1-5.2 |
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| Mon, Feb 17 |
Snow day! |
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| Wed, Feb 19 |
Deformable contours |
Ch. 5.4, Williams & Shah paper |
Assignment 1 due, 11:59 PM |
| Mon, Feb 24 |
Motion and optical flow |
Ch. 8.3-8.4, Lucas-Kanade paper |
|
| Wed, Feb 26 |
Image mosaicing;
Tracking and Kalman filtering |
Ch. A.7, A.8 |
|
| Mon, Mar 3 |
Probabilistic and statistical techniques; EM |
|
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| Wed, Mar 5 |
Texture analysis and synthesis |
Efros & Leung paper |
Assignment 2 due, 11:59 PM |
| Mon, Mar 10 |
Segmentation and clustering |
Martin et al. segmentation paper |
|
| Wed, Mar 12 |
Recognition, SVD, and PCA |
Ch. 10.1-10.5, A.6 |
|
| Mon, Mar 17 |
No class - spring break |
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| Wed, Mar 19 |
No class - spring break |
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| Mon, Mar 24 |
Intro to 3D vision |
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| Wed, Mar 26 |
Camera geometry and calibration |
Ch. 6, 7.3 |
|
| Mon, Mar 31 |
Matching and indexing of shape |
Shape search engine paper;
Spin images paper |
Assignment 3 due, 11:59 PM |
| Wed, Apr 2 |
Stereo |
Ch. 7 |
|
| Mon, Apr 7 |
More on stereo:
diffusion and energy minimization methods |
Non-linear diffusion paper
Graph cuts paper |
|
| Wed, Apr 9 |
Multibaseline stereo; voxel coloring |
Voxel coloring paper |
|
| Mon, Apr 14 |
Structure from motion |
Ch. 8.2, 8.5 |
|
| Wed, Apr 16 |
Shape from shading; photometric stereo |
Ch. 9; Photometric stereo paper |
|
| Mon, Apr 21 |
Light and Color |
|
Assignment 4 due, 11:59 PM
Final project proposals due |
| Wed, Apr 23 |
Differential geometry |
Ch. 4.4, A.5 |
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| Mon, Apr 28 |
Active methods for obtaining shape |
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| Wed, Apr 30 |
In-class demo day |
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Final project presentations |
| Tue, May 13 |
Dean's date |
|
Final project reports due |
