CS5670 Lectures, Spring 2019
Many of the following slides are modified from the excellent class notes of similar courses offered in other schools by Prof Yung-Yu Chuang, Fredo Durand, Alexei Efros, William Freeman, James Hays, Svetlana Lazebnik, Andrej Karpathy, Fei-Fei Li, Srinivasa Narasimhan, Silvio Savarese, Steve Seitz, Richard Szeliski, and Li Zhang. The instructor is extremely thankful to the researchers for making their notes available online. Please feel free to use and modify any of the slides, but acknowledge the original sources where appropriate.
| Class | Date | Topic/notes | Readings | Assignments, etc. |
|---|---|---|---|---|
| 0 | Jan 23 | Introduction and Overview [ppt|pdf] |
Szeliski 1 | |
| 1 | 28 | Image filtering [ppt|pdf] |
Szeliski 3.1 | |
| 2 | 30 | Image filtering 2 [ppt|pdf]  |
Szeliski 3.2 | |
| 3 | Feb 4 | Image Resampling[ppt|pdf]  |
Szeliski 3.4, 2.3.1 | |
| 6 | Guest Lecture by Brad Smith Facial Recognition: Coming to a street corner near you |
video link | ||
| 4 | 11 | Features Detection [ppt|pdf]  |
Szeliski 4.1 | video link |
| 5 | 13 | Features Invariance [ppt|pdf] |
Szeliski 4.1 | video link |
| 6 | 18 | Descriptors [ppt|pdf]  |
Szeliski 4.1 | |
| 7 | 20 | Image Transformation [ppt|pdf]  |
Szeliski 3.6 | |
| 25 | February break Class cancelled |
|||
| 8 | 27 | Alignment [ppt|pdf]  |
Szeliski 6.1 | |
| Mar 4 | Campus closure Class cancelled |
|||
| 9 | 6 | RANSAC [ppt|pdf]  |
Szeliski 6.1 | |
| 10 | 11 | Cameras [ppt|pdf]  |
Szeliski 2.1.3-2.1.6 | |
| 11 | 13 | Panoramas [ppt|pdf]  |
Szeliski 9 | |
| 12 | 18 | Single View Modeling [ppt|pdf]  |
Szeliski 9 | video link |
| 13 | 20 | Single View Modeling [ppt|pdf] |
Szeliski 7 | video link |
| 14 | 25 | Stereo [ppt|pdf]  |
Szeliski 7.2 | video link |
| 15 | 27 | Two-View Geometry [ppt|pdf] |
Szeliski 7 | video link |
| Apr 1 | Spring breakClass cancelled | |||
| 3 | Spring breakClass cancelled | |||
| 16 | 8 | Lighting [ppt|pdf]  |
Szeliski 12 | video link |
| 17 | 10 | Photometric Stereo [ppt|pdf] |
Szeliski 12 | video link |
| 18 | 15 | MVS [ppt|pdf]  |
Szeliski 11.6 | video link |
| 15 | SfM [ppt|pdf]  |
Szeliski 7.1-7.4 | This lecture were covered in the previous and the following sessions. | |
| 19 | 17 | Intro to Recognition [ppt|pdf]  |
CS 231N | video link |
| 20 | 22 | Image Classification [ppt|pdf]  |
CS 231N | video link |
| 21 | 24 | CNN[ppt|pdf]  |
CS 231N | video link |
| 22 | 29 | GAN (Guest Lecture by Jin Sun)[ppt|pdf]  |
CS 231N | video link |
| 23 | May 1 | Recent Work[ppt|pdf]  |
CS 231N | video link |
| 1 | Review[ppt|pdf]  |
CS 231N | See the previous lecture for video link. | |
| End of Class | ||||