COS 429 - Computer Vision

Fall 2007

by 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

color, b/w

 

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