DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING

UNIVERSITY OF CALIFORNIA, SAN DIEGO

Course Description: Mathematical foundations of digital image processing. Linear and nonlinear filtering, sampling, Fourier and Wavelet transforms. Image analysis and computer vision. 4 units.

Prerequisites: Linear Algebra and Calculus.

The instructor is Serge Belongie, Assistant Professor. Office Hours: AP&M room 4832, M 4-5pm and Tu 2-3pm.

Note: when emailing me with questions about the class, please put "cse166" in the subject line or use the following address:

sjb+cse166 | cs.ucsd.edu |

The class section id for CSE 166 is #452738. Lecture: MWF 3:00pm-3:50pm, Center Hall 105.

TA: Josh Wills (Discussion Section Th 2-2:50pm, Center Hall 218; Office Hours: Tu 3-4pm in AP&M 3349A)

E-mail: jwills+cse166 | cs.ucsd.edu |

E-mail: hashi+cse166 | cs.ucsd.edu |

Topics to be Covered:

1. mathematical foundations2. discrete-time signals and systems

3. linear time-invariant systems

4. linear filtering

5. nonlinear filtering

6. lossless and lossy compression

7. pattern recognition

This course makes extensive use of Matlab. Click here for information on Matlab, including usage on UCSD instructional accounts, tutorials, and documentation.

Handouts:

- Integrity of Scholarship Agreement [pdf]
- homework #0 [html]
- homework #1 [pdf]
- homework #2 [pdf]
- homework #3 [pdf]
- homework #4 [pdf]
- midterm [pdf]
- homework #5 [pdf]
- homework #6 [pdf][coords.txt]
- homework #7 [pdf][face_data_100.mat.gz]
- homework #8 [pdf]
- optical flow handout [png 1 2 3 4]
- k-means handout [pdf]
- equation reference sheet [pdf]
- final [pdf]

Links:

Required textbook:

Digital Image Processing, 2nd Edition Gonzalez & Woods Prentice Hall ISBN no. 0201180758 textbook website |

Digital Image Processing by Kenneth R. Castleman (TA1632 .C37)Handy Math reference:

Fundamentals of Image Processing by Hany Farid

Digital Image Processing by Bernd Jähne (TA1637 .J34)

Fundamentals of Digital Image Processing by A.K. Jain (TA1632 .J35)

Digital Image Processing by W. K. Pratt (TA1632 .P7)

MathWorld

*Most recently updated on Sept. 25, 2002 by Serge Belongie.*