EE 475/575 Digital Image Processing
Fall 2009
Instructor: Songxin Tan, Ph.D., Associate Professor of Electrical Engineering, South Dakota State University
Office: ECS 225
Telephone: 688-4994 (O)
Email: Songxin.Tan@sdstate.edu
Lecture: CEH 351, M W F, 2:00 PM to 2:50 PM
Prerequisite: EE 317 Signals and Systems II and basic Matlab (or C) Programming skills
Office Hours: Monday 9:00 AM - 11:00 AM, Tuesday 10:00 AM - 12:00 PM, Thursday 10:00 AM to 12:00 PM, and Friday 10:00 AM to 12:00 PM or by appointment.
Course Objectives:
This course introduces the basic concepts and methodologies in digital image processing to the students. It prepares students for further study and research in image processing. The concept of using 2-D linear system theory and signal processing methods in image processing will be introduced. Various image processing techniques in the spatial-domain as well as in the frequency-domain will be studied.
After this course, Students are required to
• develop the skills to use linear system theory, signal processing theory, and noise statistical model to solve image processing problems;
• be able to design filters in the spatial and frequency domain;
• be able to design image processing algorithm to solve real world problem;
• develop awareness of the contemporary issues in the fast developing field.
Text:
Digital Image Processing, 3nd Edition, R. Gonzales and R. Woods, Prentice-Hall, (2007).
Reference text:
Digital Image Processing, K. Castleman, Prentice-Hall, 1996
Announcements:
1. First assignment: Please do a literature search and write a review article on the topic “Image Processing and License Plate Number Recognition”. Maximum page limit is 4 (not including the title page). Please follow the EE department report general guidelines. It is due Friday (09/11).
2. Please download computer assignment #1. It is due Monday (09/21) before class.
3. Please download computer assignment #2. It is due Friday (10/02) before class.
4. Please download computer assignment #3. It is due Wednesday (10/14) before class.
5. Please send me at least one license plate image during this weekend.
6. First exam is scheduled on 10/21 (Wednesday). It is open book and closed-notes. No equation sheet is allowed. You need to bring a calculator.
7. Please download computer assignment #4. It is due Monday (10/26) before class.
8. Please download computer assignment #5. It is due Friday (11/4) before class.
9. Please start looking for you final research project topics. You need to discuss your topic with me before working on it. Please plan to do this in the next two weeks time!
10.
Please download computer
assignment #6. It is due Monday (11/30) before class.
Assignments
can be downloaded here:
Useful Links: