Announcement
Course Information
Min-Chun Hu (trimy [at] cmlab.csie.ntu.edu.tw).
Outline
- Entropy Function, Source Coding Theory.
- Huffman Coding, Arithmetic Coding, LZ-Coding, Predictive Coding.
- Quantization, Transform-coding, Vector-Quantization, Subband coding, Multi-resolution, Perceptual coding.
- Image Compression, Audio Compression, Video Compression.
- JPEG, MPEG-1, MPEG-2, MPEG-4, H.26X.
Lecture Notes
| - What is Information Theory?. (Updated: 2010/02/22) |
| - Introduction. (Updated: 2010/02/22) |
| - Entropy, Relative Entropy and Mutual Information. (Updated: 2010/02/22) |
| - Source Encoder. (Updated: 2010/03/08) |
| - Differential Entropy. (Updated: 2010/02/22) |
| - The Asymptotic Equipartition Property. (Updated: 2010/02/22) |
| - References of Information Theory. (Updated: 2010/02/22) |
| - Channel and Channel Capacity - Part 1. (Updated: 2010/02/22) |
| - Channel and Channel Capacity - Part 2. (Updated: 2010/02/22) |
| - An Introduction to MPEG Video Compression. (Updated: 2002/04/09) |
| - DCT reference - 1. (Updated: 2002/05/16) |
| - DCT reference - 2. (Updated: 2002/05/16) |
| - DCT reference - 3. (Updated: 2002/05/16) |
| - Search Algorithms for Block-Matching in Motion Estimation. (Updated: 2002/05/16) |
| - Reference at the course of 2006/03/06. (Updated: 2006/03/06) |
| - An Overview of Video Compression Algorithms. (Updated: 2006/06/05) |
| - Quality Measures for Gray Scale Image Compresion. (Updated: 2006/06/05) |
| - Rate Distortion Function and Optimal Bit-allocation. (Updated: 2007/06/04) |
| - Integer DCTs and Fast Algorithms. (Updated: 2006/06/05) |
| - Video Coding (MPEG-1). (Updated: 2007/05/21) |
| - Motion Estimation and Compensation. (Updated: 2008/05/19) |
| - Video Coding. (Updated: 2008/06/02) |
Grades
Resource & Reference