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CS214: Syllabus


This syllabus is only intended to roughly describe the material to be presented and to give approximate dates. It will change as the semester progresses and more details, readings, and assignments will be added.
Wednesday Sept 3 Introduction:
-what is computer vision?
-the human vision system
Text: Chapter 1
 
Monday Sept 8 -C++ tutorial
-manipulating images
Text: Chapter 1
 
Wednesday Sept 10 -aliasing
-image geometry
-generating and capturing images
-capture geometry
-image representations
-color spaces and color perceptions
-thresholding
Text: Chapters 2 and 6
 
Monday Sept 15 -image representations
-color spaces and color perceptions
-thresholding
Text: Chapter 6
 
Wednesday Sept 17 -image filters
-segmentation
-physical models of color formation
Text:
 
Monday Sept 22 -image filters
-segmentation
Text: Chapters 7 & 8
homework #1 due
Wednesday Sept 24 -edge detection
-line and feature detection
-Hough transform
Text:
 
Monday Sept 29 -chain codes
Text:
 
Wednesday Oct 1 -chain codes
Text:
 
Monday Oct 6 -robust regression
-histograms
-texture measures
Text:
homework #1.5 due
Wednesday Oct 8 -content-based image retrieval
-pattern recognition
-classifiers

Text:
 
Monday Oct 13

No Class: October Break

 
Wednesday Oct 15 -content-based image retrieval
-pattern recognition
-classifiers
Text:
homework #2 due
Monday Oct 20 -bayesian and cascade classifiers
-neural networks
Text:
 
Wednesday Oct 22 -bayesian and cascade classifiers
-neural networks
Text:
 
Monday Oct 27 -face recognition
-appearance-based recognition
-EigenFaces
Text:
 
Wednesday Oct 29 -face recognition
-appearance-based recognition
-EigenFaces
Text:
 
Monday Nov 3 -SIFT features
-tracking
-correlation
Text:
 
Wednesday Nov 5

No Class: Advising

 
Monday Nov 10 -SIFT features
-tracking
-correlation
Text:
 
Wednesday Nov 12 -stereo
-camera calibration
Text:
 
Monday Nov 17 -stereo
-camera calibration
Text:
 
Wednesday Nov 19 -motion
-optical flow
Text:
 
Monday Nov 24 -motion
-optical flow
Text:
 
Wednesday Nov 26

No Class: Thanksgiving Break

 
Monday Dec 1 -video analysis
-video textures
-mosaics
Text:
 
Wednesday Dec 3 -video analysis
-video textures
-mosaics
Text:
 
Monday Dec 8 TBA
Text:
 
Wednesday Dec 10 TBA
Text:
 
Number of T-Th meetings for the semester: 26

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