Lecture

Discussion Session

Date

Module

Description

Lecturer

Course Materials

PS

1

Mon, Sept 26, 2011
Introduction

Introduction to Computer Vision

 

Slides (PDF)

2

Wed, Sept 28, 2011

Case study: Face Recognition

 

Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Turk & Pentland (1991)
Belhumeur et al. (1997)
Viola & Jones (2001)
OpenCV: Ch 13

1

Fri, Sept 30, 2011

TA Section:
Linear Algebra/
Probability Review

Kevin Tang

Slides (PDF)

3

Mon, Oct 3, 2011

Image
Structure

Linear Filters

Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Forsyth & Ponce: Ch 7, 8
Szeliski: Ch 3
PS0 Due

4

Wed, Oct 5, 2011

Finding Lines:
From Detection to
Model Fitting

 

Slides (PDF)
Marked Slides(PDF)
Reading Materials:
Forsyth & Ponce: Ch 8, 15
Szeliski: Ch 4.2, 4.3, 6.1.4
Fischler & Bolles (1981)
Canny (1986)

 

2

Fri, Oct 7, 2011
TA Section:
Problem Set 1 &
Project Discussion

Kevin Tang
Jiahui Shi
Hao Su
Prof. Fei-Fei Li

Slides (PDF)

 

Mon, Oct 10, 2011

Clustering and Segmentation I

 

Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Forsyth & Ponce: Ch 14.1 - 14.4
Szeliski: Ch 5.3

6

Wed, Oct 12, 2011

Clustering and Segmentation II

 

Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Forsyth & Ponce: Ch 14.5
Szeliski: Ch 5.4 - 5.5
Shi & Malik (2000)
Comaniciu & Meer (2001)

 

3

Fri, Oct 14, 2011

TA Section:
Project Discussion (cont'd)

Hao Su
Prof. Fei-Fei Li

Slides (PDF)

PS1 Due
PS2 Available
PS2_data.zip

7

Mon, Oct 17, 2011
Camera
Models
Camera Models

 

Linear Algebra Slides (PDF)
Lecture Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Hartley & Zisserman: Ch 2, 4, 6
Forsyth & Ponce: Ch 1 - 3

8

Wed, Oct 19, 2011
Camera Calibration
Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Hartley & Zisserman: Ch 7
Forsyth & Ponce: Ch 3

 

4 

Fri, Oct 21, 2011
TA Section:
Problem Set 2

Jiahui Shi
Hao Su

Slides (PDF)

9

Mon, Oct 24, 2011

Epipolar Geometry

 

Slides (PDF)
Marked Slides (PDF)
Reading Materials:
Hartley & Zisserman: Ch 4, 9, 11
Forsyth & Ponce: Ch 10

 

10

Wed, Oct 26, 2011

Stereo & Multi-view Reconstruction

 

Slides (PDF)
Reading Materials:
Hartley & Zisserman: Ch 4, 9, 11
Forsyth & Ponce: Ch 10

5

Fri, Oct 28, 2011

TA Section:
Midterm Review

Kevin Tang
Yongwhan Lim
Jiahui Shi
Hao Su

Slides (PDF)

PS2 Due

 

Mon, Oct 31, 2011

In-Class Midterm Exam (Midterm Topics, Sample Midterm) (Solutions)

11

Wed, Nov 2, 2011

Recognition:

Building
blocks

Detectors and Descriptors

Slides (PDF)
Marked Slides (PDF)
Harris & Stephens (1988)
Lowe (2004)
Mikolajczyk & Schmid (2001, 2004)
Lindeberg (1998)

PS3 Available
PS3_data.zip

12

Mon, Nov 7, 2011

SIFT & Single Object Recognition

13

Wed, Nov 9, 2011
Optical Flow & Tracking

 

Slides (PDF)
Marked Slides (PDF)
OpenCV: Ch 10
Szeliski: Ch 8.4 - 8.5
Shi & Tomasi (1994)

 

6 

Fri, Nov 11, 2011

TA Section:
Problem Set 3

Jiahui Shi
Kevin Tang

Slides (PDF)

 

14

Mon, Nov 14, 2011

Recognition:

Objects,
Scenes,
Activities

Introduction to
Object Recognition
and
Bag-of-Words Models

 

15

Wed, Nov 16, 2011
Object Classification: Bag of Words Models

 

 

 

7

Fri, Nov 18, 2011
TA Section:
Problem Set 4

Kevin Tang

Slides (PDF)

Mon, Nov 21, 2011

No Class

Wed, Nov 23, 2011

No Class

16

Mon, Nov 28, 2011

Object Classification and Detection:
a Part-based Generative Model
(Constellation Model)

Slides (PDF)
Marked Slides (PDF)
Fei-Fei, Torralba & Fergus (Part-based models, 3D objects)
Fergus et al (2006)
Fei-Fei et al (2006)

17

Wed, Nov 30, 2011

Object Classification and Detection: a Part-based Discriminative Model (Latent SVM)

PS4 Due

8

Fri, Dec 2, 2011

NO TA SECTION

18

Mon, Dec 5, 2011

Human Motion Recognition

19

Wed, Dec 7, 2011

Computer Vision:
State-of-the-art and the Future

 

 

Tue, Dec 13, 2011

 

Thu, Dec 15, 2011

Course project presentation: Mandatory attendance for all non-SCPD students