Quick links: announcements (last updated 4/27), schedule,
lecture videos,
Piazza (discussion board),
Compass (assignment submission and grades)
Instructor: Svetlana Lazebnik (slazebni -at- illinois.edu)
Lectures: T TH 11:00-12:15, 1310 DCL
Instructor office hours (starting 1/26): T TH 2-3PM, 3308 Siebel
TAs: Liwei Wang (lwang97 -at- illinois.edu), Zhicheng Yan (zyan3 -at- illinois.edu)
TA office hours (starting 1/27): W 4-5PM (207 Siebel), F 4-5PM (3238A Siebel)
Always check announcements for short-notice changes to instructor and TA office hours!
Date | Topic | Readings (F&P 2nd ed.), assignments | |||||||||||||||||||||||||||||||||||||||
January 19 | Introduction: PPT, PDF | Resource: MATLAB tutorial | |||||||||||||||||||||||||||||||||||||||
January 21 | Perspective projection: PPT, PDF (Guest lecture given by David Forsyth) | Reading: F&P ch. 1 | |||||||||||||||||||||||||||||||||||||||
January 26 | Cameras: PPT, PDF | ||||||||||||||||||||||||||||||||||||||||
January 28 | Light and shading: PPT, PDF |
Homework: Assignment 1 is out Reading: F&P ch. 2 | |||||||||||||||||||||||||||||||||||||||
February 2 | Color: PPT, PDF | Reading: F&P ch. 3 | |||||||||||||||||||||||||||||||||||||||
February 4 | Linear filtering: PPT, PDF | Reading: F&P ch. 4 | |||||||||||||||||||||||||||||||||||||||
February 9 | Edge detection: PPT, PDF | Reading: F&P sec. 5.1-5.2 | |||||||||||||||||||||||||||||||||||||||
February 11 | Corner detection: PPT, PDF | Reading: F&P sec. 5.3, Distinctive image features from scale-invariant keypoints Resource: Harris corner detector code | |||||||||||||||||||||||||||||||||||||||
February 16 | SIFT keypoints: PPT, PDF | Assignment 1 due February 15, 11:59:59PM | |||||||||||||||||||||||||||||||||||||||
February 18 | Optical flow: PPT, PDF | Reading: F&P sec. 11.1 Homework: Assignment 2, project proposal | |||||||||||||||||||||||||||||||||||||||
February 23 | Fitting: PPT, PDF | Reading: F&P sec. 10.2-10.4, 22.1 | |||||||||||||||||||||||||||||||||||||||
February 25 | Hough transform: PPT, PDF | Reading: F&P sec. 10.1 | |||||||||||||||||||||||||||||||||||||||
March 1 | Alignment: PPT, PDF | Reading: F&P sec. 12.1 | |||||||||||||||||||||||||||||||||||||||
March 3 | Alignment cont. | Assignment 2 due March 7, 11:59:59PM | |||||||||||||||||||||||||||||||||||||||
March 8 | Camera calibration: PPT, PDF | Reading: F&P ch. 1 | |||||||||||||||||||||||||||||||||||||||
March 10 | Single-view modeling: PPT, PDF | Reading: Ch. 2 from Hoiem and Savarese book | |||||||||||||||||||||||||||||||||||||||
March 15 | Epipolar geometry: PPT, PDF | Reading: F&P sec. 7.1 Project proposals due March 14, 11:59:59PM Homework: Assignment 3 is out March 17
| Binocular stereo: PPT, PDF
| Reading: F&P ch. 7
| March 29
| Multi-view stereo: PPT, PDF
|
| March 31
| Structure from motion: PPT, PDF
| Reading: F&P ch. 8
| April 5
| Intro to recognition: PPT, PDF
| Assignment 3 due April 4, 11:59:59PM | April 7
| Classifiers (see slides above)
| Project progress reports due April 11, 11:59:59PM | April 12
| Deep learning: PPT, PDF
| Homework: Optional extra credit assignment
| April 14
| Deep learning cont.
| Homework: Assignment 4 is out (PPT walkthrough)
| April 19
| Detection: Viola-Jones: PPT, PDF
| Reading: Robust Real-Time Face Detection, F&P ch. 17
| April 21
| Detection: Deformable part models: PPT, PDF
|
| April 26
| Detection: Deep models: PPT, PDF
| Extra credit assignment due April 27, 11:59:59PM | April 28
| Segmentation: PPT, PDF
|
| May 3
| Project presentations
| Assignment 4 due May 4, 11:59:59PM | May 9
| Project presentations, 8-11AM, 1310 DCL
| Final project reports due May 11, 11:59:59PM | |