COS 429 - Computer Vision |
Fall 2007by Fei-Fei Li |
Course home | Syllabus and lecture notes | Course project |
Lecture # |
Date |
Description |
slides |
Lecturer |
HW |
1 |
Tues, Sept 18 |
Administration; What is computer vision? |
|
|
|
2 |
Thurs, Sept 20 |
Cameras and projections I |
color, b/w |
|
|
3 |
Tues, Sept 25 |
Camera and projections II |
|
|
|
4 |
Thurs, Sept 27 |
Radiometry |
|
HW 1 due |
|
5 |
Tues, Oct 2 |
Multi-view geometry |
color,
b/w |
|
|
6 |
Thurs, Oct 4 |
Multi-view geometry (cont.) |
|
||
7 |
Tues, Oct 9 |
Stereo |
color, b/w |
|
HW 2 due |
8 |
Thurs, Oct 11 |
Motion estimation, direct methods |
color |
Dr. Harpreet Sawhney |
|
9 |
Tues, Oct 16 |
Motion estimation apps; image mosaicing |
color |
Dr. Harpreet Sawhney |
|
10 |
Thurs, Oct 18 |
Human Motion Categorization |
|
Juan Carlos Niebles |
HW 3 due |
11 |
Tues, Oct 23 |
Affine Structure from Motion |
color,b/w |
|
|
|
|
Fall Recess |
|
|
|
12 |
Tues, Nov 6 |
Linear Filters; Edge Detection |
color,b/w |
||
13 |
Tues, Nov 6 ( make up class at night ) |
Face Recognition: Eigenfaces and Fisherfaces |
color,
BelhumeurEtAl1997, TurkPentland1991, WeberEtAl2000, ViolaJonesIJCV2004 |
|
HW 4 due |
14 |
Thurs, Nov 8 |
Clustering and Segmentation |
color,b/w |
|
|
15 |
Tues, Nov 13 |
EM, statistical methods |
color |
Dr. Harpreet Sawhney |
|
16 |
Thurs, Nov 15 |
Detectors and Descriptors |
color |
|
HW 5 due |
17 |
Tues, Nov 20 |
Object Recognition: Lowe |
color Lowe IJCV 2004, Brown & Lowe 2003 |
|
|
|
|
Thanksgiving Recess |
|
||
18 |
Tues, Nov 27 |
Object Categorization: Bag of Words models |
CVPR2007_tutorial |
|
|
19 |
Thurs, Nov 29 |
Object Categorization: part-based models |
color |
|
|
20 |
Tues, Dec 4 |
Object Categorization: part-based models(cont.) |
|
|
|
21 |
Thurs, Dec 6 |
Tracking |
color |
Dr. Harpreet Sawhney |
|
22 |
Tues, Dec 13 |
Objects in Context |
color |
|
|
23 |
Mon, Dec 17 |
Natural Scene Categorization |
|
|
|
24 |
Mon, Jan 14, 3-6pm |
Final Project Presentation |
|
|
|
|
Tues, Jan 15 Dean's Day |
Final Project Write-up due |
|
|
|