一、課程簡介:
資訊理論與編碼技巧係數位通訊領域核心課程之一,
由資訊 之測量至資料的有效表現均為本課程包含之範圍。
本課程之內容 將包含以下之主題:
1.資訊理論基礎
Entropy Function
Source Coding Theory
2.無失真壓縮技術
Huffman Coding
Arithmetic Coding
LZ-Coding
Predictive Coding
3.有失真壓縮技術
Quantization
Transform-coding
Vector-Quantization
Subband coding
Multi-resolution
Perceptual coding
4.多媒體資料壓縮技術
Audio data Compression
Image data Compression
Video data Compression (Motion Estimation)
5.壓縮標準簡介
JPEG
MPEG-1
MPEG-2
H.26X
二、先修課程:機率
三、參考書目:講義,各相關期刊
四、成績評量:
1. Home works (20%)
2. A brief Survey report about any one of the Information Theory-
related Applications may or may not be covered in the lectures. (10%)
3. A brief Survey report of the state-of-the-art research status
associated with the application chosen above. (20%)
4. Final Project (50%) |