Cmpe 587 - Digital Video Processing
Course
Schedule
|
Date |
Lecture Topic |
Reading |
Assignment |
|
20 February |
Course Overview, Video
Formation and Representation |
Chapter 1 in Wang |
HW 1, due 27 Feb |
|
27 February |
Basics of Digital Signal
Processing |
Refer
to the books: *
Signals and Systems, Oppenheim & Willsky. *
Discrete-Time Signal Processing, Oppenheim & Schafer |
HW 2, due 6 March |
|
6 March |
Spatio-Temporal Video Sampling,
Sampling Rate Conversion, Deinterlacing |
Chapter
2 in Wang, Chapter 3&4 in Tekalp
or Wang |
HW
3, due 13 March Project
Plan, due 20 March |
|
13 March |
Video
Formation Models, 2D Motion Estimation |
Chapter
5 in Wang, Chapters 5&6 in Tekalp, Appendix A in Wang |
HW
4, due 27 March |
|
20 March |
2D
Motion Estimation – part2, Motion Segmentation, Video Object Segmentation and
Tracking |
Chapter
7 in Tekalp |
HW
5, due April 3 |
|
27 March |
Video
Object Tracking, Layered Video Representations |
|
|
|
3 April |
Motion
Compensated Filtering, Noise Filtering in Video |
Chapters
13 & 14 in Tekalp |
Project
Midterm Report, Due
April 17 |
|
10 April |
Video
Restoration, Superresolution |
Chapters
15 & 17 in Tekalp and the
review paper on superresolution |
Project
Midterm Report postponed to April 24 |
|
17 April |
Video
Coding Basics: Information Theoretic Concepts, Huffman Coding, Run Length
Coding |
Chapter
8 in Wang (Recommended: Chapter 18 in Tekalp) |
HW
6, due May 8 |
|
24 April |
Video
Coding Basics – Part 2: Arithmetic Coding, Scalar Quantization, Vector
Quantization, DPCM, KLT, DCT |
Chapter 9 in Wang, Chapter 19 in Tekalp |
|
|
8 May |
Image
and Video Coding Standards: JPEG, MPEG-1/2 |
Chapter 23 in Tekalp |
|
|
15 May |
MPEG
– 4 Video Coding Standard, MPEG - 7 |
Chapter 10,13 in Wang |
HW 7, due May 29 |
|
22 May |
Project
Presentations |
|
Project Reports due June 1 |