Fundamental Data Compression
暫譯: 基本資料壓縮
Ida Mengyi Pu
- 出版商: Butterworth-Heineman
- 出版日期: 2005-12-28
- 售價: $1,600
- 貴賓價: 9.5 折 $1,520
- 語言: 英文
- 頁數: 256
- 裝訂: Paperback
- ISBN: 0750663103
- ISBN-13: 9780750663106
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商品描述
Description
Fundamental Data Compression provides all the information students need to be able to use this essential technology in their future careers. A huge, active research field, and a part of many people's everyday lives, compression technology is an essential part of today's Computer Science and Electronic Engineering courses.
With the help of this book, students can gain a thorough understanding of the underlying theory and algorithms, as well as specific techniques used in a range of scenarios, including the application of compression techniques to text, still images, video and audio. Practical exercises, projects and exam questions reinforce learning, along with suggestions for further reading.
Table of Contents
Preface
Acknowledgements
Introduction
Coding symbolic data
Run-length algorithms
Human coding
Adaptive Human coding
Arithmetic coding
Dictionary based compression
Prediction and transforms
Audio compression
Image Compression
Video compression
Appnedix A: Matrices
Appendix B: Fourier Series and harmonic analysis
Appendix C: Brief History
Appendix D: Pseudocode notation
Index
商品描述(中文翻譯)
**描述**
《基本數據壓縮》提供學生在未來職業生涯中使用這項基本技術所需的所有資訊。壓縮技術是一個龐大且活躍的研究領域,也是許多人日常生活的一部分,這使得壓縮技術成為當今計算機科學和電子工程課程的重要組成部分。
透過本書的幫助,學生可以深入了解基礎理論和算法,以及在多種情境中使用的具體技術,包括將壓縮技術應用於文本、靜態圖像、視頻和音頻。實用的練習、專案和考試問題加強了學習,並提供進一步閱讀的建議。
### 目錄
- 前言
- 致謝
- 介紹
- 符號數據編碼
- 運行長度算法
- 人類編碼
- 自適應人類編碼
- 算術編碼
- 基於字典的壓縮
- 預測與變換
- 音頻壓縮
- 圖像壓縮
- 視頻壓縮
- 附錄 A:矩陣
- 附錄 B:傅立葉級數與諧波分析
- 附錄 C:簡史
- 附錄 D:偽代碼符號
- 索引