Course Syllabus
General
Readings: The course textbook Foundations of Vision (1995, Wandell) is online
Grading: Homework counts for 50% of your grade; the project counts for 50%.
Homework: Students are asked to answer weekly problem sets. These are either short answer questions or small programming problems in Matlab using the image systems’ engineering toolbox (ISET). The toolbox and tutorials can be run from any computer running Matlab 7.0 or higher.
Project: Project suggestions and opportunities will be explained in class. Projects from previous years can be browsed here.
Lecture schedule
Day |
Topic |
Tutorials |
Homework due by midnight* |
Chapters |
Videos |
Notes |
Tues 9/26 |
Course overview |
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Thurs 9/28 |
Image formation: basic principles |
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ISET video |
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Tues 10/3 |
Defocus, Depth of field, light field camera, linear systems |
hwImageFormation.mlx |
HW 1 Available |
Chapters 1-3 |
Ray tracing and light fields |
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Thurs 10/5 |
Adaptive optics and human optics |
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Tues 10/10 |
CCD and CMOS Sensors, Rolling and Global Shutter, 3T pixel, Pixel response model, CFAs, HDR pixels |
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HW 1 Due |
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Thurs 10/12 |
Sensor calibration and modeling (ISET) |
hwSensorEstimation.m |
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Joyce |
Tues 10/17 |
Novel sensor designs |
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HW 2 Due |
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Thurs 10/19 |
Human retina (ISETBIO) |
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Chapter 10 |
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SNI symposium |
Tues 10/24 |
Color vision |
hwColorMatching.m |
HW 3 Due |
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Thurs 10/26 |
Color metrics |
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Chapters 4 and 9 |
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Tues 10/31 |
Color metrics |
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HW 4 Due |
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Thurs 11/2 |
Camera image processing |
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Project Descriptions Due HW 5 Available |
Chapters 7 |
L3 image processing videos |
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Tues 11/7
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Camera image processing |
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Thurs 11/9 |
Image quality |
HW 5 Due |
Chapters 8 |
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Tues |
Human spatial vision and multiple resolution models |
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HW 6 Due |
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Thurs 11/16 |
Image Compression |
hwJPEGMonochrome.m hwJPEGColor.m |
HW 7 Available |
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Tues |
Thanksgiving |
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Thurs 11/23 |
Thanksgiving |
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Tues |
Technologies for 3D Sensing and Display |
hwDisplayRendering.m |
HW 7 Due |
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Thurs |
Technologies for 3D Sensing and Display |
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Tues |
Computational vision; computational photography (CISET) |
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Work on your project |
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Thurs 12/7 |
Computational vision; computational photography |
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SCIEN Affiliates Meeting 12/8/2017 |
12/11- 12 |
Project presentations: |
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Course Summary:
Date | Details | Due |
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