CS6550 計算機視覺(Computer Vision )

2010 Fall

Class Meeting:

• W3W4F3, EECS R129

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: T2F4

Prerequisite:

• Linear Algebra
• Probability
• Basic Programming Skills

Course Contents:

1. Image Features (2 weeks)
2. Image Formation (1 week)
3. Image Segmentation (2 weeks)
4. Camera Calibration (1 week)
5. Two-View Geometry (1 week)
6. Stereo Reconstruction (1 week)
7. Image Alignment (1 week)
8. Motion Analysis (1 week1)
9. Texture Analysis (1 week)
10. Object Recognition (1 week)
11. Object Detection (1 week)

Textbook:

Image Processing, Analysis, and Machine Vision by M. Sonka, V. Hlavac, R. Boyle,Pub. Thomson Engineering, 3rd Edition, 2007(8). Computer Vision: Algorithms and Applications by Richard Szeliski, preprint (8/18/2010 version) http://szeliski.org/Book/ Lecture notes distributed in class

Grading:

• Midterm Examination (11/24) 30%
• Homework assignments(4) 40%
• Final Project 25%
• Class Participation 10%+

Teaching Assistant:

• 李東穎 d9562818 (at) oz.nthu.edu.tw
• 綜二館714室, Tel: 33927
• Office Hours: Please Contact with Us

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