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Schedule (tentative)
Note that the schedule is tentative, and will change depending on how slow / fast we are able to go. In particular, assignment release and due dates, quiz times, and project milestones shown here are subject to changes unless they have actually been released through the respective links: assignments, project, quizzes.
Recommended Textbooks
FP: Computer Vision: A Modern Approach by David Forsyth and Jean Ponce (2nd ed.)
S: Computer Vision: Algorithms and Applications by Richard Szeliski (PDF available online)
HZ: Multiple View Geometry in Computer Vision by Richard Hartley and Andrew Zisserman
Date
| Topic | Slides | Readings | Assignments |
Jan 17
| Introduction | PDF, PPTX | | Assignment 1 |
Jan 19
| Perspective projection | PDF, PPTX | S2.1 | |
Jan 24
| Cameras | PDF, PPTX | S2.2 | |
Jan 26
| Light and shading | ^ | S2.2, S2.3 | |
Jan 31
| Color
Dynamic Perspective | PDF, PPTX
PDF, PPTX | | Assignment 2 |
Feb 02
| Filtering (Spatial domain) | PPTX, PDF | S3.2 | Assignment 1 Due
Feb 2 11:59:59 PM |
Feb 07
| Filtering
(Frequency domain, Image Pyramids) | PPTX, PDF | S3.4 | Project Proposal |
Feb 09
| Edge Detection | PPTX, PDF | S7.2, gPb | |
| | | | | Quiz 1
Feb 12 – Feb 14 |
Feb 14
| Corner Detection | PPTX, PDF | S7.1 | Assignment 3 |
Feb 16
| SIFT keypoints, Optical flow | PPTX, PDF
PPTX, PDF | S7.1, SIFT Paper | Assignment 2 Due
Feb 16 11:59:59 PM |
Feb 21
| Fitting | PPTX, PDF | SA.2, S7.4.2 | |
Feb 23
| Alignment | PPTX, PDF | S8.1 | Project Proposal Due
Feb 23 11:59:59 PM |
Feb 28
| Alignment | PPTX, PDF | S8.1 | Assignment 4
IEF |
Mar 01
| Camera Calibration | PPTX, PDF | S11.1, S11.2, HZ8 | Assignment 3 Due
March 1 11:59:59PM |
| | | | Quiz 2
March 4 – March 6 |
Mar 06
| Camera Calibration | PPTX, PDF | S11.1, S11.2, HZ8 |
Mar 08
| Epipolar Geometry | PPTX, PDF | S11.3, HZ9 | |
Mar 13
| No Class (Spring Break) | | | |
Mar 15
| No Class (Spring Break) | | | |
Mar 20
| Structure from Motion | PPTX, PDF | S11.4 | |
Mar 22
| Two-view Stereo | PPTX, PDF | S12.1, S12.3 | |
Mar 27
| Intro to recognition | PPTX, PDF | | Assignment 5 |
Mar 29
| Linear Classifiers | PPTX, PDF | | Assignment 4 Due
March 29 11:59:59PM |
| | | | Quiz 3
April 1 – April 3 |
Apr 03
| Non-linear Classifiers & Back Prop | PPTX, PDF | | |
Apr 05
| No Class (Engineering Open House) | | | |
Apr 10
| Back Prop & CNNs | PPTX, PDF
PPTX, PDF | | Project Progress Report Due
April 10 11:59:59PM |
Apr 12
| CNNs | PPTX, PDF
PPTX, PDF
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Apr 17
| CNNs | PPTX, PDF | | |
Apr 19
| Segmentation | PPTX, PDF | FCN, UNET | |
Apr 24
| Detection | PDF | RCNN, Fast RCNN,FPN,
Faster RCNNMask RCNN | |
Apr 26
| Transformers | PPTX, PDF | ViT,VPT,
Swin, DETR | |
| | | | Quiz 4
April 29 – May 01 |
May 01
| Self-supervision | PPTX, PDF | MAE | |
| | | | Assignment 5 Due
May 3 11:59:59PM |
| | | | Projects Due
May 6 11:59:59PM
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