CS/BIOEN 6640 Image Processing Slides

Modified Slides Fall 2010 Course (updated throughout course)

• 12/01 – 12/6: Mathematical Morphology (Book Chapter 9 Gonzalez and Woods):
1. Excellent Java Demo (EPFL): http://bigwww.epfl.ch/demo/jmorpho/start.php
2. Additional slides EECE Vanderbilt, R.A. Peters:
1. Lecture_17 Binary Morphology: pdf or ppt
2. Lecture_18 Gray scale Morphology: pdf or ppt
3. Additional short texts by Prof. Bryan Morse, BYU:
1. Binary Morphology: B-Morse-morph1.pdf
2. Gray scale Morphology: B-Morse-morph2.pdf
• 11/22-24: Snakes: Active Contour Models:
1. Handwritten notes GG: Snakes-handouts-GG.pdf
2. Handwritten notes GG Variational Calculus: snake-notes-variation-calculus.pdf
3. Course slides: Snakes-Nov2010-GG.pdf
4. Paper Kass, Witkin, Terzopoulos IJCV 1988: Snakes-orig-ijcv88.pdf
5. Snake implementation (greedy): snake-Trucco-Verri.pdf
6. Prof. Bryan Morse (BYU) Lecture 21 (outlines implementation): BMorse-BYU-iu-active-contours.pdf
1. Original demo movie Kass et al., 1988: http://www.cs.ucla.edu/~dt/videos/deformable-models/snakes.avi
2. Java demo: http://www.markschulze.net/snakes/index.html
3. Java demo: http://users.ecs.soton.ac.uk/msn/book/new_demo/
• 11/10-17: Hough Transform. Materials
1. Book G&W 10.27, pages 733-738
2. Handwritten notes GG part I, HT-notes-GG-I.pdf
3. Handwritten notes GG part II, HT-notes-GG-II.pdf
4. Paper ICCV87 Gerig, ICCV87-Gerig.pdf
5. Paper Generalized Hough Transform D. Ballard 1981, Ballard-GHT-1981.pdf

• Excellent Java Demo I: http://www.vision.ee.ethz.ch/~cvcourse/brechbuehler/hough.html
• Excellent Java Demo II: http://www.dis.uniroma1.it/~iocchi/slides/icra2001/java/hough.html
• Java Demo Circle Detection I: http://www.markschulze.net/java/hough/
• Java Demo Circle Detection II: http://users.ecs.soton.ac.uk/msn/book/new_demo/houghCircles/

• 11/01: Canny Optimal Edge and Line Detectors
1. Slides: Canny-Gerig-Slides.pdf
2. Handwritten notes Part I: Canny-notes-Gerig.pdf
3. Handwritten notes Part II: Canny-notes-II-Gerig.pdf
4. Original paper J. Canny, 1986: Paper
5. Nov. 10: Notes line detection: Notes-Canny-Line-Edges-GG.pdf
6. Nov. 10: Updated slides Canny: Canny-Gerig-Slides-updated.pdf
• 10/26: Image Mosaicing/Stitching: mosaicing-GG.pdf
1. Additional Slides Mosaicing: J-Chair: image-mosaicing-JChai-TAMU.pdf

1. faculty.cs.tamu.edu/jchai/cpsc641_spring10/lectures/lecture8.ppt

2. Excellent document on perspective projection “homographies”: tutorial2-homographies.pdf
• 10/18: Documents Linear and Nonlinear Transformations:
1. Document Stanley Durrleman (Affine and Radial Basis Functions): Lecture_10_18_Transformations_Durrleman.pdf
2. Document on Warping via RBFs GG: warp-with RBFs-GG-Oct2010.pdf
• 09/29 and ff: Slides Geometric Transformation , Chapter 2.6.5
• 09/19 and 09/21: Slides Fourier Transform (M. Prastawa) , Chapter 04
• 09/12 and 09/14: Slides Spatial Filtering (“spatial_filtering_GG.pdf”) , Chapter 03b (new update 09/28)08/23 Slides Introduction /
• 08/30 and 09/01: First/second week. Grey levels, probability, histograms. , Chapter 03a
• 08/25 Digital Image Fundamentals Chap0102

Slides Fall 2009 Course

• Slides: More on Feature Detection
• Slides: Segmentation
• Slides: Compression

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Guido Gerig (based on Ross Whitaker 2006)

Last modified: Sun Sep 09 17:16:05 Mountain Daylight Time 2010