ISA5125 醫學影像分析 (Medical Image Analysis)

2011 Spring

Class Meeting:

• T3R3R4, EECS R224

Instructor:

• 賴尚宏老師 (Prof. Shang-Hong Lai) lai@cs.nthu.edu.tw
• 國立清華大學資訊工程學系
• EECS R639, Tel: (03) 574-2958
• Office Hours: T2F7

Prerequisite:

• Linear Algebra
• Probability
• Basic Programming Skills (Matlab, C++)
• Basic Image Processing Course

Course Contents:

1. Introduction (1 weeks)
2. Medical Image Modalities (1 week)
3. Image Denoising (1 weeks)
4. Image Enhancement (1 week)
5. Image Segmentation (3 weeks)
6. Image Registration (3 weeks)
7. Image Classification (2 weeks)
8. Augmented Reality and Visualization (2 weeks)

Textbook:

Digital Image Processing for Medical Applications by G. Dougherty, Cambridge University Press, 2009. Image Processing, Analysis, and Machine Vision. by M. Sonka, V. Hlavac, R. Boyle, Pub. Thomson Engineering, 3rd Ed., 2007. Lecture notes distributed in class Assigned papers

Grading:

• Midterm Examination (May 5) 30%
• Homework assignments(4) 40%
• Final Project 20%
• Class Participation (Quiz) 10%

Teaching Assistant:

• 蘇宏任 d9765805 (at) oz.nthu.edu.tw
• 綜二館714室, Tel: 33927
• Office Hours: T5T6

Computer Vision Lab, Department of Computer Science, National Tsing Hua University
30013 No. 101, Section 2, Kuang-Fu Road, Hsinchu, Taiwan 30013, R.O.C. TEL: (03)5715131 #33927