Paperback. Pub Date :2014-01-02 Pages: 564 Language: Chinese Publisher: People Post Press Data compression has become a supporting information technology revolution. the revolution has changed our lives. and in this process. Data compression has become almost ubiquitous. From MP3 players to smart phones. to digital TV and digital movies. data compression has almost become an essential element of all IT. In recent years. the Internet as a symbol of big data technology triumph. Large-scale data.

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Bibliographic Details

Title: Introduction to Data Compression. Fourth Edition(Chinese Edition)
Publisher: ???????
Publication Date: 2014
Language: Chinese
ISBN 10: 7115336008
ISBN 13: 9787115336002
Binding: paperback
Condition: New

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Synopsis

数据压缩已经成为信息革命的一门支撑技术，这场革命已经改变了我们的生活，而在此过程中，数据压缩也变得几乎无处不在。从MP3播放器到智能手机，再到数字电视和数字电影，数据压缩几乎成了所有信息技术的必备要素。近年来，以大数据为标志的互联网技术高歌猛进。数据规模大、产生速度快、来源多样等特性，导致数据存储和处理都前所未有地复杂。《图灵计算机科学丛书：数据压缩导论（第4版）》作为迄今为止数据压缩领域最全面而深入的著作，多年来一直被业内人士奉为权威，一版再版。最新版本主要介绍了以下内容。享誉世界的数据压缩经典著作内容全面新颖，示例精彩丰富理论联系实践，方便学以致用第1章引言1.1压缩技术1.1.1无损压缩1.1.2有损压缩1.1.3性能的测量1.2建模与编码1.3小结1.4项目与习题第2章无损压缩的数学预备知识2.1概述2.2信息论简介2.3模型2.3.1物理模型2.3.2概率模型2.3.3马尔可夫模型2.3.4复合信源模型2.4编码2.4.1独特可译码2.4.2前缀码2.4.3Kraft-McMillan不等式2.5算法信息论2.6最小描述长度原则2.7小结2.8项目与习题第3章霍夫曼编码3.1概述3.2霍夫曼编码算法3.2.1最小方差霍夫曼码3.2.2范式霍夫曼码3.2.3有限长度的霍夫曼码3.2.4霍夫曼码的最优性3.2.5霍夫曼码的长度3.2.6扩展霍夫曼码3.2.7霍夫曼码的实现3.3非二进制霍夫曼码3.4自适应霍夫曼编码3.4.1更新过程3.4.2编码过程3.4.3解码过程3.5Golomb码3.6Rice码3.7Tunstall码3.8霍夫曼编码的应用3.8.1无损图像压缩3.8.2文本压缩3.8.3音频压缩3.9小结3.10项目与习题第4章算术编码4.1概述4.2引言4.3为一个序列编码4.3.1生成标签4.3.2解读标签4.4生成二进制码4.4.1算术代码的独特性和效率4.4.2算法实现4.4.3整数实现4.5自适应算术编码4.6二进制算术编码4.6.1QM编码器4.6.2MQ编码器4.6.3M编码器4.7霍夫曼编码与算术编码的对比4.8应用4.9小结4.10项目与习题第5章词典方法5.1概述5.2引言5.3静态词典5.4自适应词典5.4.1LZ77方法5.4.2LZ78方法5.5应用5.5.1文件压缩——UNIXcompress5.5.2图像压缩——图形交换格式5.5.3图像压缩——可移植网络图形5.5.4调制解调器中的压缩——V.42bis5.6超越压缩——Lempel-Ziv复杂度5.7小结5.8项目与习题第6章基于上下文的压缩6.1概述6.2引言6.3部分匹配预测6.3.1基本算法6.3.2转义符号6.3.3上下文的长度6.3.4排除原则6.4Burrows-Wheeler变换6.5Buyanovsky关联编码器（ACB）6.6动态马尔可夫压缩6.7小结6.8项目与习题第7章无损图像压缩7.1概述7.2引言7.3CALIC7

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