CS4670/5670 - Introduction to Computer Vision


Spring 2025


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)
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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