E6880: Topics in Signal Processing (Media Representation)

Syllabus



Class Date
Session
Topics/Chapters Covered HW/Project Assigned HW/Project Due
Jan. 21
1
Introduction: media representation, theory and practice, introduction to Flavor.
Jan. 28
2
Information Theory fundamentals: entropy, relative entropy and mutual information. Assignment 1
Feb. 4
3
The asymptotic equipartition property, entropy rates.
Feb. 11
4
Huffman coding.
Feb. 18
5
Lempel-Ziv coding, still color images and the GIF format. Assignment 2 Assignment 1
Feb. 25
6
Coding with distortion, rate distortion functions, transform coding.
Mar. 4
7
Still color image coding using JPEG. Assignment 3Assignment 2
Mar. 11
8
Predictive coding, motion compensation. Prog. Project
Mar. 18
-
NO CLASS
Mar. 25
9
MPEG-1 and MPEG-2. Assignment 4Assignment 3
Apr. 1
10
Scalability and MPEG-2
Apr. 8
11
Wavelets, FlashPix.
Apr. 15
12
Object-based representations and MPEG-4. Assignment 4
Apr. 22
13
Multiplexing, Systems Layers (MPEG, JavaMedia)
Apr. 29
14
Presentation of projects Prog. Project
May 13
-
Final



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A. Eleftheriadis, [email protected]
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