Data Compression: The Complete Reference
Data Compression: The Complete Reference
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DOI：
10.1108/k.2009.06738eae.001
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发表时间：
2006-12
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数据压缩是现代计算中最重要的领域和工具之一。从数据存档，到光盘，从编码理论到图像分析，现代计算的许多方面都依赖于数据压缩。数据压缩为许多不同类型和方法的压缩提供了全面的参考。其中包括详细而有帮助的分类，对最常见方法的分析，关于方法的使用和比较利益的讨论，以及“如何”使用它们的描述。本演示文稿分为数据压缩领域的主要分支：游程编码、统计方法、基于词典的方法、图像压缩、音频压缩和视频压缩。最著名和最常用的压缩方法的详细描述和解释以独立的方式涵盖，并为专家和非专家提供可访问的样式和技术水平。主题和功能：覆盖视频压缩，包括MPEG1和H.261深入覆盖小波方法，包括CWT，DWT，EZW和新的提升方案技术完整的音频压缩QM编码器用于JPEG200和JBIG，包括新的JPEG200标准图像转换和详细覆盖EIDAC方法压缩简单图像的前缀图像压缩ACB和FHM曲线压缩几何压缩和边缘破碎技术。数据压缩为所有计算机科学家，计算机工程师，电气工程师，信号/图像处理工程师和其他需要全面汇编广泛的压缩方法的科学家提供宝贵的参考和指导。
Data compression is one of the most important fields and tools in modern computing. From archiving data, to CD ROMs, and from coding theory to image analysis, many facets of modern computing rely upon data compression. Data Compression provides a comprehensive reference for the many different types and methods of compression. Included are a detailed and helpful taxonomy, analysis of most common methods, and discussions on the use and comparative benefits of methods and description of "how to" use them. The presentation is organized into the main branches of the field of data compression: run length encoding, statistical methods, dictionary-based methods, image compression, audio compression, and video compression. Detailed descriptions and explanations of the most well-known and frequently used compression methods are covered in a self-contained fashion, with an accessible style and technical level for specialists and nonspecialists. Topics and features: coverage of video compression, including MPEG-1 and H.261 thorough coverage of wavelets methods, including CWT, DWT, EZW and the new Lifting Scheme technique complete audio compression QM coder used in JPEG and JBIG, including new JPEG 200 standard image transformations and detailed coverage of discrete cosine transform and Haar transform coverage of EIDAC method for compressing simple images prefix image compression ACB and FHM curve compression geometric compression and edgebreaker technique.Data Compression provides an invaluable reference and guide for all computer scientists, computer engineers, electrical engineers, signal/image processing engineers and other scientists needing a comprehensive compilation for a broad range of compression methods.