Lectures

Lecture Subject Description Lecturer Course Materials
1 Introduction Overview of this course and background knowledge Li Song Slides (PDF )
2 David Marr’s Theory Introduction of David Marr’s Visual Computing Theory Li Song Slides ( PDF) (Book)
3 Biological models HVS Basics, and latest biological vision Li Song Slides( PDF)video1,Video2, video3,Video4,video5
4 Sparse Model Sparse Representation for low level vision problem Li Song Slides( PDF)video1,Video2, video3,Video4,video5,Video6, video7,Video8,
5 Pattern Recognition & Machine Learning Introduction of Pattern Recognition & Machine Learning Chongyang Zhang Slides( PDF)
6 Deep Learning Deep Learning(I) Bingbing Ni Slides( PDF)
7 Deep Learning Deep Learning(II) Bingbing Ni Slides( PDF)
8 Deep Learning Deep Learning(II) Bingbing Ni -
9 Deep Learning Deep Learning(II) Bingbing Ni Slides( PDF)
10 Application Deep learning for survillence(I) Prof. Weiyao Lin Slides( PDF)
11 Application Deep learning for survillence(II) Prof. Hua Yang Slides( PDF)
Next