視訊壓縮
Video Compression
| 節 | 週一 | 週四 |
|---|---|---|
2 09:00–09:50 | 視訊壓縮 EC122（光復） | |
5 13:20–14:10 | 視訊壓縮 EC122（光復） 2 節連堂 | |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
This course provides a rigorous introduction to the principles and implementation of modern video compression systems. Students will study the complete video-coding pipeline, from color representation, transform coding, quantization, entropy coding, and motion compensation to rate-distortion optimization and the design of modern video-coding standards. The course emphasizes both theoretical foundations and practical implementation. Students will implement key coding tools, analyze compression-performance trade-offs, and use real-world tools to evaluate modern codecs and streaming systems.
Programming capability using any programming language (for homeworks)
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Programming projects x4 (80%) - includes both individual assignments and team-based projects. Project presentation x2 (20%) - Students will present two of the four programming projects.
Phase I: Signal Processing Foundations and Spatial Compression
— Video Formats, Color Science, and Human Visual Perception — Information Theory and Entropy Coding — Transform Coding Fundamentals — Quantization and Rate Control Fundamentals
Phase II: Temporal Compression and Motion Compensation
— Motion Estimation Algorithms — Advanced Motion Compensation — Rate-Distortion Optimization
Phase III: Standard Evolution and In-Depth Codec Design
— MPEG-2: Architecture and Practical Limitations — H.264/AVC Core Technologies — HEVC/H.265 and Next-Generation Coding Structures
Phase IV: Streaming, AI, and System Integration
— Streaming Protocols and Delivery Optimization — AI for Video Coding — Special-Purpose Compression Applications
| 週次 | 主題 |
|---|---|
| 第 1 週 | Video Formats, Color Science, and Human Visual Perception |
| 第 2 週 | 老師參加conference，停課一週 |
| 第 3 週 | Information Theory and Entropy Coding |
| 第 4 週 | Transform Coding Fundamentals |
| 第 5 週 | Quantization and Rate Control Fundamentals |
| 第 6 週 | Motion Estimation Algorithms |
| 第 7 週 | Advanced Motion Compensation |
| 第 8 週 | Rate-Distortion Optimization |
| 第 9 週 | Project presentation (I) |
| 第 10 週 | MPEG-2: Architecture and Practical Limitations |
| 第 11 週 | H.264/AVC Core Technologies I |
| 第 12 週 | HEVC/H.265 and Next-Generation Coding Structures |
| 第 13 週 | Streaming Protocols and Delivery Optimization |
| 第 14 週 | AI for Video Coding |
| 第 15 週 | Special-Purpose Compression Applications |
| 第 16 週 | Project presentation (II) |
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- 地點
- EC710
- 時間
- 每週一 3:20-4:20pm
- 聯絡方式
- 教師未提供此項資料