| Date |
Lecture (click for notes) |
Readings |
Assignments |
| Thu, Sep 17 |
Introduction to computer vision |
Ch. 1 |
|
| Tue, Sep 22 |
Image formation and capture
| Ch. 2.1-2.4, 3, A.3, A.4 |
|
| Thu, Sep 24 |
Filtering, edge detection |
Ch. 3, 4.1-4.2; Study group 1 (Matlab) |
|
| Tue, Sep 29 |
Feature detectors and descriptors;
fitting, Hough transform |
Ch. 4.3, 5.1-5.2, A.7; SIFT paper (optional) |
|
| Thu, Oct 1 |
PCA and SVD, Eigenfaces |
Ch. 10.1-10.5, A.6 |
|
| Tue, Oct 6 |
Light and Color |
|
Assignment 1 due |
| Thu, Oct 8 |
Texture analysis and synthesis |
Efros & Leung paper;
Efros & Freeman paper
Image
Quilting project page (with slides)
|
|
| Tue, Oct 13 |
Motion estimation and optical flow |
Ch. 8.3-8.4; Lucas-Kanade paper |
|
| Thu, Oct 15 |
Image mosaicing; seam carving |
Multires blending paper;
Seam carving |
|
| Tue, Oct 20 |
Statistics in Vision; GMM; EM |
|
|
| Thu, Oct 22 |
Tracking, mean shift, Kalman filter |
Ch. A.8 |
|
| Tue, Oct 27 |
Segmentation and clustering |
Martin et al. segmentation paper
Shi and Malik normalized cuts paper
|
Assignment 2 due |
| Thu, Oct 29 |
Intro to 3D vision |
|
|
| Tue, Nov 1 |
No class - fall break |
|
|
| Thu, Nov 3 |
No class - fall break |
|
|
| Tue, Nov 10 |
Camera geometry and calibration |
Ch. 6, 7.3 |
|
| Thu, Nov 12 |
Stereo |
Ch. 7, Non-linear diffusion paper |
|
| Tue, Nov 17 |
Shape indexing and matching |
Shape search engine paper
| |
| Thu, Nov 19 |
Multibaseline stereo; voxel coloring |
Voxel coloring paper |
|
| Tue, Nov 24 |
Structure from motion |
Ch. 8.2, 8.5 |
|
| Thu, Nov 26 |
No class - Thanksgiving |
|
|
| Tue, Dec 1 |
Active 3D scanning methods |
|
Assignment 3 due |
| Thu, Dec 3 |
Recognition and Classification I |
Intro notes;
Bag of words notes
(Fei-Fei Li);
Csurka et al. paper
|
|
| Tue, Dec 8 |
Recognition and Classification II |
Generative model notes
(Tamara Berg) |
|
| Thu, Dec 10 |
Recognition and Classification III |
|
|
| Tue, Dec 15 |
Radiometry and shape from shading |
Ch. 9; Photometric stereo paper |
|
| Thu, Dec 17 |
Image-based modeling |
|
|
| Fri, Dec 18 |
|
|
Assignment 4 due
Project proposals due |
| Thu, Jan 7 |
Final project presentations |
|
|
| Tue, Jan 12 |
|
|
Project reports due |
