| Date |
Lecture (click for notes) |
Readings |
Assignments |
| Thu, Sep 15 |
Introduction to human and computer vision |
Ch. 1 |
|
| Tue, Sep 20 |
Image formation and capture |
Ch. 2.1-2.4, 3, A.3, A.4 |
|
| Thu, Sep 22 |
Filtering, edge detection |
Ch. 4.1-4.3 |
|
| Tue, Sep 27 |
Feature detection, Hough transform |
Ch. 5.1-5.2 |
|
| Thu, Sep 29 |
Active contours |
Ch. 5.4; Williams & Shah paper |
|
| Tue, Oct 4 |
Segmentation and clustering, EM |
Martin et al. segmentation paper |
|
| Thu, Oct 6 |
Recognition, SVD, and PCA |
Ch. 10.1-10.5, A.6 |
Assignment 1 due |
| Tue, Oct 11 |
Texture analysis and synthesis |
Efros & Leung paper;
Efros & Freeman paper |
|
| Thu, Oct 13 |
Intro to 3D vision |
|
|
| Tue, Oct 18 |
Shape indexing and matching (Tom Funkhouser) |
Shape search engine paper;
Spin images paper |
|
| Thu, Oct 20 |
Light and color (Adam Finkelstein) |
|
|
| Tue, Oct 25 |
Motion estimation and optical flow |
Ch. 8.3-8.4;
Lucas-Kanade paper |
|
| Thu, Oct 27 |
Image mosaicing; tracking and the Kalman filter |
Burt & Adelson multires blending paper;
Ch. A.7, A.8; Notes on Kalman Filtering |
Assignment 2 due |
| Tue, Nov 1 |
No class - fall break |
|
|
| Thu, Nov 3 |
No class - fall break |
|
|
| Tue, Nov 8 |
Image-based Modeling and Rendering |
Light field paper;
Lumigraph paper |
|
| Thu, Nov 10 |
Review of EM; Tracking |
|
|
| Tue, Nov 15 |
Camera geometry and calibration |
Ch. 6, 7.3 |
|
| Thu, Nov 17 |
Stereo |
Ch. 7 |
|
| Tue, Nov 22 |
More on stereo:
diffusion and energy minimization methods |
Non-linear diffusion paper;
Graph cuts paper |
Assignment 3 due |
| Thu, Nov 24 |
No class - Thanksgiving |
|
|
| Tue, Nov 29 |
Multibaseline stereo; voxel coloring |
Voxel coloring paper |
|
| Thu, Dec 1 |
Structure from motion |
Ch. 8.2, 8.5 |
|
| Tue, Dec 6 |
Active triangulation methods |
|
|
| Thu, Dec 8 |
Photometric stereo, shape from shading |
Ch. 9; Photometric stereo paper |
Assignment 4 due |
| Tue, Dec 13 |
Differential geometry |
Ch. 4.4, A.5;
Suggestive contours paper |
|
| Thu, Dec 15 |
No class |
|
Project proposals due |
| Thu, Jan 12 |
Final project presentations |
|
|
| Tue, Jan 17 |
Dean's date |
|
Project reports due |
