JPEG2000: Image Compression Fundamentals, Standards, and Practice (Hardcover)
暫譯: JPEG2000:影像壓縮基礎、標準與實務(精裝版)

David Taubman, Michael Marcellin

買這商品的人也買了...

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:影像壓縮基礎、標準與實務》是專業工程師和學術研究人員在通訊、影像處理、信號處理、資訊理論和多媒體領域的重要參考書籍。它對於那些參與多媒體、互聯網和醫學影像應用的軟體和硬體解決方案開發,以及從事影像和視頻壓縮研究的人士具有特定的應用價值。

本書適合作為影像壓縮課程的主要教材;在更一般的多媒體壓縮深入課程中也會有所幫助。最後一年從事多媒體壓縮和/或通訊專案的工程本科生也會發現本書是一個有用的工具。

《JPEG2000:影像壓縮基礎、標準與實務》分為四個部分,以滿足廣泛讀者的需求。

本書的第一部分約佔總文本的一半,提供了影像壓縮基礎的全面且最新的背景,包括一些之前未曾在單一卷中整合的主題。

第二部分包含了JPEG2000標準的完整描述。這一描述從實作的角度來看是完全自足的,同時包含了對第一部分基本發展的多次參考。第一部分和第二部分共同在解釋和闡述JPEG2000標準及現代影像壓縮技術方面發揮互補的作用。

本書的第三部分專注於JPEG2000標準的實作與應用,包含針對軟體和硬體導向應用的指導方針、建議和分析。

第四部分描述了其他關鍵的影像壓縮標準,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的能力和複雜性。書的最後一部分還提供了一些在第一部分中介紹但JPEG2000標準未展示的基本技術的實際示範。

關於CD-ROM:本書附帶一張包含Kakadu軟體工具的文檔、二進位檔和所有源代碼的光碟。這款軟體提供了JPEG2000第一部分的完整C++實作,展示了文本中描述的許多原則。文本中經常引用該軟體作為理解標準中複雜或微妙方面的附加資源。相對地,該軟體也經常參考文本,並已編寫為與其中使用的術語和符號相吻合。

目錄
前言。致謝。第一部分:基本概念。1. 影像壓縮概述。2. 熵與編碼技術。3. 量化。4. 影像變換。5. 速率控制技術。6. 濾波器組與小波。7. 零樹編碼。8. 高度可擴展的壓縮。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. 代碼流語法。14. 文件格式。15. 第二部分擴展。第三部分:使用JPEG 2000。16. 性能指導方針。17. 實作考量。18. 合規性。第四部分:其他標準。19. JPEG。20. JPEG-LS。參考文獻。索引。