JPEG2000: Image Compression Fundamentals, Standards, and Practice (Hardcover)

David Taubman, Michael Marcellin

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商品描述

JPEG2000: Image Compression Fundamentals, Standards and Practice is an essential reference for professional engineers and academic researchers in the fields of communication, image processing, signal processing, information theory, and multimedia. It has specific applications for those involved in the development of software and hardware solutions for multimedia, internet, and medical imaging applications, and for those pursuing research in image and video compression.

The book is suitable as a primary text for a course in image compression; it would also be helpful in the context of a more general class covering multimedia compression at an in-depth level. Final year engineering undergraduate students pursuing projects in multimedia compression and/or communication would also find the book a useful tool.

JPEG2000: Image Compression Fundamentals, Standards and Practice is written in four parts, to serve the interests of a wide readership.

Representing about half the total text, Part I of the book provides a thorough and up-to-date background in the fundamentals of image compression, including topics not previously brought together in a single volume.

Part 2 contains a complete description of the JPEG2000 standard. This description is written in such a way as to be completely self-contained from an implementation perspective, while it contains numerous references to the fundamental developments in Part 1. Together, Parts 1 and 2 serve the complementary roles of explanation and exposition in relation to both the JPEG2000 standard and modern image compression techniques.

Part 3 of the book is devoted to the implementation and exploitation of the JPEG2000 standard, containing guidelines, suggestions, and analyses for both software and hardware oriented applications.

Part 4 describes other key image compression standards, namely JPEG and JPEG-LS. The purpose of this material is to allow the reader to compare the capabilities and complexity associated with these standards with those of JPEG2000. This final part of the book also serves to provide a practical demonstration of some of the fundamental techniques introduced in Part 1 which are not demonstrated by the JPEG2000 standard.

About the CD-ROM: Included with the book is a compact disc containing documentation, binaries, and all source code to the Kakadu software tools. This software provides a complete C++ implementation of JPEG2000 Part 1, demonstrating many of the principles described in the text itself. The software is frequently referenced from the text as an additional resource for understanding complex or subtle aspects of the standard. Conversely, the software makes frequent reference to the text and has been written to mesh with the terminology and notation employed therein.

Contents

Preface. Acknowledgments. Part I: Fundamental Concepts. 1. Image Compression Overview. 2. Entropy and Coding Techniques. 3. Quantization. 4. Image Transforms. 5. Rate Control Techniques. 6. Filter Banks and Wavelets. 7. Zero-Tree Coding. 8. Highly Scalable Compression. Part II: The JPEG2000 Standard. 9. Introduction to JPEG2000. 10. Sample Data Transformations. 11. Sample Data Partitions. 12. Sample Data Coding. 13. Code-Stream Syntax. 14. File Format. 15. Part 2 Extensions. Part III: Working with JPEG 2000. 16. Performance Guidelines. 17. Implementation Considerations. 18. Compliance. Part IV: Other Standards. 19. JPEG. 20. JPEG-LS. References. Index

商品描述(中文翻譯)

《JPEG2000: 圖像壓縮基礎、標準與實踐》是通信、圖像處理、信號處理、信息理論和多媒體領域的專業工程師和學術研究人員的必備參考資料。對於從事多媒體、互聯網和醫學影像應用軟件和硬件解決方案開發以及圖像和視頻壓縮研究的人士具有特定的應用價值。

這本書適合作為圖像壓縮課程的主要教材,同時也適用於更深入涵蓋多媒體壓縮的一般課程。對於從事多媒體壓縮和/或通信項目的大學最後一年工程學本科生來說,這本書也是一個有用的工具。

《JPEG2000: 圖像壓縮基礎、標準與實踐》分為四個部分,以滿足廣泛讀者的需求。書中的第一部分佔了大約一半的篇幅,提供了圖像壓縮基礎的全面且最新的背景知識,包括以前未曾在一本書中集結的主題。

第二部分完整描述了JPEG2000標準。這個描述以一種完全自包含的方式寫成,從實施的角度來看,同時又包含了對第一部分基礎發展的眾多參考。第一部分和第二部分共同在解釋和闡述JPEG2000標準和現代圖像壓縮技術方面發揮了互補的作用。

書中的第三部分專門介紹了JPEG2000標準的實施和應用,包括軟件和硬件導向應用的指南、建議和分析。

第四部分描述了其他重要的圖像壓縮標準,即JPEG和JPEG-LS。這部分的目的是讓讀者能夠比較這些標準與JPEG2000相關的能力和複雜性。這本書的最後一部分還提供了一些在第一部分介紹的基本技術的實際演示,這些技術在JPEG2000標準中並未展示。

附帶的光碟中包含了Kakadu軟件工具的文檔、二進制文件和所有源代碼。這個軟件提供了JPEG2000第一部分的完整C++實現,展示了文本中描述的許多原則。軟件在文本中經常被引用作為理解標準中複雜或微妙方面的附加資源。相反,軟件經常引用文本,並且已經根據其中使用的術語和符號編寫。

目錄:
前言。致謝。第一部分:基本概念。1. 圖像壓縮概述。2. 熵和編碼技術。3. 量化。4. 圖像變換。5. 码率控制技術。6. 濾波器組和小波。7. 零樹編碼。8. 高度可擴展壓縮。第二部分:JPEG2000標準。9. JPEG2000簡介。10. 樣本數據變換。11. 樣本數據分區。12. 樣本數據編碼。13. 碼流語法。14. 文件格式。15. 第二部分擴展。第三部分:使用JPEG 2000。16. 性能指南。17. 實施注意事項。18. 符合性。第四部分:其他標準。19. JPEG。20. JPEG-LS。參考文獻。索引。