CS6550 計算機視覺理論 ( Computer Vision )

2015 Fall

Class Meeting:

• M7M8R6, EECS R127

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
• Delta 636, Tel: ext. 42958
• Office Hours: M9F2 or by appointment

Prerequisite:

• Linear Algebra
• Probability
• Basic Programming Skills

Course Contents:

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

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 30%
• Homework assignments(4) 40%
• Final Project 20%
• Class Participation 5%
• Quizzes 5%

Teaching Assistant:

• 蘇宏任、李元正, 黃薪元, 藍偉綸, Email: suhongren@gmail.com, meowshroom@gmail.com, misharkiller@gmail.com, william_sky77@hotmail.com
• 台達館720、721, CV lab, Tel: ext. 80932, 80933
• 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