| Date | Topic | Scribe(s) |
| Thu 8/30 | Overview: why vision is hard, what we will cover | RDZ |
| Tue 9/4 | Image restoration, local filtering, convolution | Junhwan Kim/Amy Gale |
| Thu 9/6 | Image restoration as fitting, robust statistics | Chee Yong Lee |
| Tue 9/11 | Class cancelled | None |
| Thu 9/13 | Stereo matching and energy minimization | Thomas Wexler |
| Tue 9/18 | Metropolis algorithm, Markov chains | Bo Pang |
| Thu 9/20 | Simulated annealing | Amy Gale |
| Tue 9/25 | Graph cuts | Martin Pal |
| Thu 9/27 | Isolating cuts and swap moves | Remik Ziemlinski |
| Tue 10/2 | Expansion moves, approximation bound, slanted surfaces | Eric Choi |
| Thu 10/4 | Reflectance, gain and bias | |
| Tue 10/9 | No classes --- Columbus day holiday | None |
| Thu 10/11 | Eva Tardos guest lecture on push-relabel flow | None |
| Tue 10/16 | Correlation and its variants; epipolar geometry | Jeff Hoy |
| Thu 10/18 | Multi-camera shape reconstruction; optical flow | Andinet Asmamaw |
| Tue 10/23 | Optical flow; Probability | Jen Yee Hui |
| Thu 10/25 | Probability | Mark Sandler |
| Tue 10/30 | Martin Prince, MD guest lecture | None |
| Thu 11/1 | Paul Viola guest lecture | None |
| Tue 11/6 | Statistical estimation | |
| Thu 11/8 | Markov Random Fields; Snakes | |
| Tue 11/13 | Snakes; Hausdorff distance | |
| Thu 11/15 | Jon Kleinberg guest lecture | Martin Pal |
| Tue 11/20 | Yi Wang guest lecture | None |
| Tue 11/27 | Hausdorff tracking; clustering | Chaitanya Swamy |
| Thu 11/29 | Clustering; Segmentation | |
| Tue 12/4 | Segmentation | |
| Thu 12/6 | Human visual system |