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CMP446 Fall 2012: Computer Vision

Textbooks

  • Computer Vision: Algorithms and Applications, Richard Szeliski (main textbook). Available online for free.
  • Computer Vision: A Modern Approach, David Forsyth and Jean Ponce (optional).

Schedule

 DateTopicSlides Reading Homework
 Tuesday 25 Sep. 2012 Introduction (pdf) Ch. 1 
 Tuesday 25 Sep. 2012 Image Formation 1: Camera Models and Projections  (pdf) Ch. 2.1 
 Tuesday 2 Oct. 2012 Image Formation 2: Light, Color, and Optics  (pdf) Ch. 2.2-2.3 HW #1 out
 Tuesday 2 Oct. 2012 Image Filtering (pdf) Ch. 3.2, 3.4 
 Tuesday 9 Oct. 2012 Image Pyramids  (pdf) Ch. 3.5, 3.6 
 Tuesday 16 Oct. 2012 Feature Detection and Matching  (pdf) Ch. 4.1.1 - 4.1.3 HW #2 out
 Tuesday 23 Oct. 2012 Feature Detection and Matching (cont.)  (pdf) Ch. 4.1.1 - 4.1.3 
 Tuesday 30 Oct. 2012 Edges and Lines  (pdf) Ch. 4.2, 4.3  
 Tuesday 6 Nov. 2012 Midterm    
 Tuesday 13 Nov. 2012 Segmentation  (pdf Ch. 5 HW #3 out 
 Tuesday 20 Nov. 2012 Stereo  (pdf Ch. 11.3 - 11.5  HW #4 out
 Tuesday 4 Dec. 2012 Alignment and Calibration  (pdf) Ch. 6 Project out
 Tuesday 11 Dec. 2012  Two-Frame Structure from Motion (pdf) Ch. 7 
 Tuesday 18 Dec. 2012 Face Detection and Recognition (pdf Ch. 14.1 - 14.2 
 Tuesday 25 Dec. 2012 Object Recognition   Ch. 14.3 - 14.5  

Slides

  • Lecture 1: Introduction (pdf)
  • Lecture 2: Camera Models and Projections (pdf)
  • Lecture 3: Light, Color, and Optics (pdf)
  • Lecture 4: Image Filtering (pdf)
  • Lecture 5: Image Pyramids (pdf)
  • Lecture 6: Feature Detection and Matching (pdf)
  • Lecture 7: Edges and lines (pdf)
  • Lecture 8: Segmentation (pdf)
  • Lecture 9: Stereo (pdf
  • Lecture 10: Alignment and Calibration (pdf)
  • Lecture 11: Two-Frame Structure from Motion (pdf)
  • Lecture 12: Face Detection and Recognition (pdf)

Assignments

  • Homework 1: Inverse Perspective Mapping (pdf) (data)
  • Homework 2: Image Pyramids and Template Matching (pdf) (data)
  • Homework 3: Face Recognition (pdf)
  • Homework 4: Line Detection (pdf) (data)
  • Project: Scene Classification (pdf)
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CMP446 HW01 Data.zip
(1215k)
Mohamed Aly,
Oct 16, 2012, 6:53 AM
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Mohamed Aly,
Oct 16, 2012, 7:02 AM
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CMP446 HW02 Data.zip
(933k)
Mohamed Aly,
Oct 16, 2012, 7:43 AM
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Mohamed Aly,
Oct 23, 2012, 3:28 AM
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Mohamed Aly,
Nov 13, 2012, 4:49 AM
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CMP446 HW04 Data.zip
(265k)
Mohamed Aly,
Nov 25, 2012, 4:42 AM
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Mohamed Aly,
Nov 25, 2012, 4:42 AM
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Mohamed Aly,
Sep 25, 2012, 11:26 AM
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Mohamed Aly,
Sep 25, 2012, 11:27 AM
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Mohamed Aly,
Oct 3, 2012, 12:08 PM
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Mohamed Aly,
Oct 3, 2012, 12:19 PM
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Mohamed Aly,
Oct 16, 2012, 7:00 AM
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Mohamed Aly,
Oct 23, 2012, 7:24 AM
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Mohamed Aly,
Oct 30, 2012, 5:25 AM
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Mohamed Aly,
Nov 13, 2012, 5:32 AM
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Mohamed Aly,
Nov 25, 2012, 4:46 AM
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Mohamed Aly,
Dec 4, 2012, 5:04 AM
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Mohamed Aly,
Dec 11, 2012, 5:19 AM
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Mohamed Aly,
Dec 18, 2012, 3:59 AM
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Mohamed Aly,
Dec 4, 2012, 5:08 AM
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