ECE-8873: Data Compression and Modeling – Spring 2004
- Syllabus
- Course Schedule
- Lecture Notes
- Review of Probability Theory and Random Processes
- Introduction to Data Compression
- Information Source & Modeling
- Lossless compression – code structure, Huffman
- Lossless compression – arithmetic, dictionary methods (LZ)
- Lossy compression; distortion measures
- Quantization theory
- Vector Quantization
- Differential & predictive coding
- Coding of side information (spectral parameters)
- Transform & subband coding
- Video signal & coding
- Hidden Markov models
- Data compression in communication systems
- Homework
- Presentations
- Phil Whitehead – MELP
- Isabelle Marque – JPEG/JPEG2000
- Richard Tarbell – MPEG-1
- Dihong Tian – MPEG-2
- Roy Munkong – G.729
- Soo Hyun Bae – LPC10
- Deryck Yeung – MPEG-7
- Mehmet Umut Demircin – CELP/FS-1016
- Ted Wada – H.263,-4
- Dwi Sianto – G.722
- Antonio Moreno – PAC, AAC
- Olivier Dechazal – MPEG-4
- Qaisar-Ahmed Patel – H.261
- Projects
- Final
Exam