Course name：Fundamentals for Biomedical Signal and Image Processing
Course code： MS330-1
Time： 18:00~20.30 on Mon.
Credit/class hours： 3/48
Textbook and References
(1)Discrete-Time Signal Processing, Third Edition, by A. V. Oppenheim and R. W.
(2)Digital Image Processing, by R.C. Gonzalez and R.E Woods, Fourth Edition, Publishing House of Electronic Industry, 2018
(3)Biomedical Signal and Image Processing, Second Edition, by Kayvan Najarian and Robert Splinter, CRC Press, 2012
Course Details
This is a fundamental course of describing biomedical signal and image processing. We expect to cover topics such as Fourier Transform, Sampling, Image Transform, Adaptive Filtering and Biomedical image analysis. Besides, we provide some case studies to help students understand better.
Syllabus
| Week | Date | Lecture Topic | Lecture and Quizzes |
| 1 | 09/12 | Course information |
|
| 2 | 09/19 |
Introduction |
|
| 3 | 09/26 |
Signals and Systems |
|
| 4 | 10/03 |
National Day Holiday - No Class |
|
| 5 | 10/10 |
Stochastic Process |
|
| 6 | 10/17 |
Stochastic Process |
|
| 7 | 10/24 |
Estimation and Detection |
|
| 8 | 10/31 |
Adaptive Filtering |
|
| 9 | 11/7 |
Adaptive Filtering |
|
| 10 | 11/14 |
Time-Frequency Analysis |
|
| 11 | 11/21 |
Image Filtering and Image Enhancement |
|
| 12 | 11/28 |
Image Restoration |
|
| 13 | 12/05 |
Image Reconstruction |
|
Requirements and Grading
Attendance: 10%
Homework: 30%
Projects: 20%
Final Examination : 40%
Contact
zgh990318@sjtu.edu.cn (TA, Guanghao Zheng)
Copyright: Institute of Media,Information, and Network, 2021
Tel: 021-34205953
Email: xionghongkai@gmail.com
Address: SEIEE Building 1-304&309, Dept.of Electronic Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
