Date | Topics | Deliverables | Further Readings |
WEEK 1 | |||
Wed 2025-01-22 | Intro | ||
Fri 2025-01-24 | Filtering | FoCV: 15 | |
WEEK 2 | |||
Mon 2025-01-27 | Filtering | ||
Wed 2025-01-29 | Filtering | ||
Fri 2025-01-31 | Geometric transforms | FoCV: 20 | |
WEEK 3 | |||
Mon 2025-02-03 | Python tutorial (Numpy, OpenCV, etc) | ||
Wed 2025-02-05 | Geometric transformations + sampling | FoCV: 18 | |
Fri 2025-02-07 | Edge detection | P1 release (link) Please submit via gradescope. Check index.html for more details! |
Szeliski: 7.4.2 |
WEEK 4 | |||
Mon 2025-02-10 | Grouping/segmentation | ||
Wed 2025-02-12 | Correspondence - feature detection | ||
Fri 2025-02-14 | Feature detection - HARRIS | HW1 release on 02-13 | Szeliski: 7.5 |
WEEK 5 | |||
Wed 2025-02-19 | Feature detection - scale invariance | Szeliski: 7.1.1 | |
Fri 2025-02-21 | Feature descriptors | P1 due | |
WEEK 6 | |||
Mon 2025-02-24 | Feature descriptors | P2 open | |
Wed 2025-02-26 | Image formation - geometry | Szeliski: 7.1.2 | |
Fri 2025-02-28 | Image formation - geometry | ||
WEEK 7 | |||
Mon 2025-03-03 | Camera calibration | FoCV: 5.3, 38 | |
Wed 2025-03-05 | Camera calibration | HW1 due | |
Fri 2025-03-07 | Homographies | FoCV: 39 | |
WEEK 8 | |||
Mon 2025-03-10 | Stereo - triangulation | ||
Wed 2025-03-12 | Stereo | FoCV: 41 | |
Fri 2025-03-14 | Epipolar geometry | P2 Due/P3 released | FoCV: 40 |
WEEK 9 | |||
Mon 2025-03-17 | Epipolar geometry | HW1 grade release | |
Wed 2025-03-19 | Structure-from-motion | Sample prelims release | |
Fri 2025-03-21 | Structure-from-motion | ||
WEEK 10 | |||
Mon 2025-03-24 | Prelim review | ||
Wed 2025-03-26 | Photometric stereo | Hw2 released/ prelim grades released | FoCV: 44, Szeliski 11.3 |
Fri 2025-03-28 | Photometric stereo | ||
WEEK 11 | |||
Mon 2025-03-31 | Intro ML | FoCV: 45 | |
WEEK 12 | |||
Mon 2025-04-07 | Intro ML | ||
Wed 2025-04-09 | Neural networks | P3 due/P4 released/P2 grades released | FoCV: 9 & 10 |
Fri 2025-04-11 | Image classification- model architectures | ||
WEEK 13 | |||
Mon 2025-04-14 | Image classification- model architectures | FoCV: 12 | |
Wed 2025-04-16 | Vision-language models | ||
Fri 2025-04-18 | Vision-language models | Hw2 due | FoCV: 24 & 26 |
WEEK 14 | |||
Mon 2025-04-21 | NeRFs | FoCV: 51 | |
Wed 2025-04-23 | NeRFs | ||
Fri 2025-04-25 | Semantic segmentation | Szeliski: 6.4 | |
WEEK 15 | |||
Mon 2025-04-28 | Semantic segmentation | ||
Wed 2025-04-30 | Computer vision and society | P4 due/P3 grades released/sample finals released | FoCV: 35 & 36 |
Fri 2025-05-02 | Buffer - 1 | ||
WEEK 16 | |||
Mon 2025-05-05 | Final review |