Fundamental Data Compression

Ida Mengyi Pu

  • 出版商: Butterworth-Heineman
  • 出版日期: 2005-12-28
  • 定價: $1,600
  • 售價: 9.0$1,440
  • 語言: 英文
  • 頁數: 256
  • 裝訂: Paperback
  • ISBN: 0750663103
  • ISBN-13: 9780750663106
  • 立即出貨 (庫存 < 3)

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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

《基礎資料壓縮》提供了學生在未來職業生涯中使用這項重要技術所需的所有資訊。作為一個龐大且活躍的研究領域,壓縮技術是許多人日常生活的一部分,也是當今計算機科學和電子工程課程的重要組成部分。

通過這本書的幫助,學生可以深入了解底層理論和算法,以及在各種情境下使用的具體技術,包括將壓縮技術應用於文本、靜態圖像、視頻和音頻。實際練習、項目和考試題目可以加強學習,並提供進一步閱讀建議。

目錄

前言
致謝
介紹
編碼符號數據
運行長度算法
人工編碼
自適應人工編碼
算術編碼
基於字典的壓縮
預測和轉換
音頻壓縮
圖像壓縮
視頻壓縮
附錄A:矩陣
附錄B:傅立葉級數和諧分析
附錄C:簡史
附錄D:偽代碼符號
索引