Course Description:
CSE/EE 576 provides an overview of computer vision, emphasizing the middle ground between image processing and artificial intelligence. Low-level image processing, computational photography, motion and depth estimation, object recognition, and case studies of current research.
Office hours: There are no regularly scheduled office hours, but you can always arrange a meeting with either the TA or instructor. Just send an email.
Grading: Four programming assignments (10 base points each with various extra credits) and one final project (60 base points + 20 extra credits determined by the course staffs), each will be a mix of coding and written answers.
Books (optionals):
Computer Vision: A Modern Approach (2nd Edition), David A. Forsyth.
Computer Vision: Algorithms and Applications, Richard Szeliski.
Homework Notes:
Please upload your assignment to the course's canvas page in a compressed file (zip, tar, or targz) including codes, executables, writing assignments, and the data required for the program. Also, please include a brief readme describing any extra credit (bells and whistles) you accomplished. Note that there is a deadline for each assignment. Anything uploaded after the deadline will be marked late.
Please be careful to not overwrite an in time assignment with a late assignment when uploading near the deadline.
Each student has four penalty-free late day for the whole quarter, other than that any late submission will be penalized for each day it is late. No extra credit will be awarded for late assignments.
You can discuss homeworks and lectures in the course's canvas. Please let the TAs know if you cannot access any of the pages.
Syllabus Overview:
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4/1
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4/6
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4/8
- Edges
- Image Transformations
- Project Proposal (Due 11:59pm)
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4/13
4/15
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4/20
4/22
- Image Stitching
- Project Update 1 (Due 11:59pm)
4/27
4/29
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5/4
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5/6
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5/11
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5/13
- Face Detection
- Project Update 2 (Due 11:59pm)
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5/18
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5/20
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5/25
5/27
- Deep Learning
- Project Update 3 (Due 11:59pm)
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6/1
6/3
- Project Demo 10am-1pm. CSE Autrium.
- Final Presentation
6/6
6/8
- Project Report, 4 pages max. (Due 11:59pm)