Lecture

Date

Module

Description

Lecturer

Course Materials

Project

1

Mon, Mar 28

Administration and Introduction

Slides (PDF)

2

Wed, Mar 30

Object Detection

Lecture on Object Detection

Slides (PDF)
Leibe et al, 2004

DPM Pedestrian Detection

3

Mon, Apr 04

Student presentation on
Deformable Part Model

Rafi Witten
David Knight

Slides (PDF)
Felzenszwalb et al, 2008
Supp. Reading

4

Wed, Apr 06

Q&A session on
Project 1

Bangpeng Yao

Slides (PDF)

5

Mon, Apr 11

Guest lecture on
HOG feature

Navneet Dalal

Slides (PDF)
Dalal & Triggs, 2005

6

Wed, Apr 13

Student presentation on
Object Layout Model

Micol Marchetti-Bowick
Chris Piech

Slides (PDF)
Desai et al, 2009

7

Mon, Apr 18

Project 1 Presentation

all students

8

Wed, Apr 20

Image Segmentation

Lecture on Image Segmentation

Slides (PDF)
Shi & Malik, 1997
Rother et al, 2004

GrabCut Image Segmentation

9

Mon, Apr 25

Student presentation on
Energy Minimization Methods

Vinayak Agarwal
Yu Lou

Vicent et al, 2009

10

Wed, Apr 27

Student presentation on
Multiple Segmentation

Aaron Lewis
Evan Rosen

Russell et al, 2006

11

Mon, May 02

Q&A session on
Project 2

Bangpeng Yao

Slides (PDF)

12

Wed, May 04

Guest lecture on
Contour Based Segmentation

Pablo Arbelaez

Slides (PDF)
Arbelaez et al, 2011

13

Mon, May 09

Project 2 Presentation

all students

14

Thurs, May 12

Image Classification

Lecture on Image Classification

Slides (PDF)
Fei-Fei & Perona, 2005
Lazebnik et al, 2006

Scene and Action Classification

15

Mon, May 16

Student presentation on
Object Bank

Andy Lin
Lee Redden

Li et al, 2010

16

Wed, May 18

Q&A session on
Project 3

Bangpeng Yao

Slides (PDF)

17

Mon, May 23

Student presentation on
Mutual Context Model

Nikil Viswanathan
Salik Syed

Yao & Fei-Fei, 2010
Yao et al, 2011

18

Wed, May 25

Guest lecture on
LLC Method

Kai Yu

Wang et al, 2010
Zhou et al, 2010

19

Mon, May 30

Memorial day, no class

20

Wed, Jun 01

Project 3 presentation

all students