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 Date | Topic | Slides | 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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CMP446 HW02 Data.zip (933k) Mohamed Aly, Oct 16, 2012, 7:43 AM
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CMP446 HW04 Data.zip (265k) Mohamed Aly, Nov 25, 2012, 4:42 AM
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Ċ Mohamed Aly, Dec 11, 2012, 5:19 AM
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