Digital Image Compression

Algorithms and Standards
1. Auflage. Softcover version of original hardcover Auflage 1995
ISBN: 978-1-4419-5156-4
Verlag: Springer US

Buch, Englisch, 192 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 330 g

Reihe: The Springer International Series in Engineering and Computer Science

Digital image business applications are expanding rapidly, driven by recent advances in the technology and breakthroughs in the price and performance of hardware and firmware. This ever increasing need for the storage and transmission of images has in turn driven the technology of image compression: image data rate reduction to save storage space and reduce transmission rate requirements. Digital image compression offers a solution to a variety of imaging applications that require a vast amount of data to represent the images, such as document imaging management systems, facsimile transmission, image archiving, remote sensing, medical imaging, entertainment, HDTV, broadcasting, education and video teleconferencing.
introduces the reader to compression algorithms, including the CCITT facsimile standards T.4 and T.6, JBIG, CCITT H.261 and MPEG standards. The book provides comprehensive explanations of the principles and concepts of the algorithms, helping the readers' understanding and allowing them to use the standards in business, product development and R&D.
A valuable reference for the graduate student, researcher and engineer. May also be used as a text for a course on the subject.

Zielgruppe

Research

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Mathematik | Informatik EDV | Informatik Technische Informatik Hochleistungsrechnen, Supercomputer
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Angewandte Optik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Mikroprozessoren
• Mathematik | Informatik EDV | Informatik Technische Informatik Externe Speicher & Peripheriegeräte

Inhaltsverzeichnis

1. Principles of Digital Image Compression.- 1.1 Digital Images and Applications.- 1.2 Principles of Digital Image Compression.- 1.3 Performance Measurement of Digital Image Compression.- 1.4 Characteristics of Digital Image Compression.- 1.5 Digital Image Compression Standards.- 2. Compression Algorithm Fundamentals.- 2.1 Sampling and Quantization.- 2.2 Run-Length Coding.- 2.3 Shannon-Fano Coding.- 2.4 Huffman Coding.- 2.5 Predictive Coding.- 2.6 Ziv-Lempel Coding.- 2.7 Arithmetic Coding.- 2.8 Transform Coding.- 2.9 Vector Quantization.- 2.10 Subband Coding.- 3. CCITT Facsimile Compression Standards.- 3.1 CCITT T.4 1-Dimensional Compression Standard.- 3.2 CCITT T.4 2-Dimensional Compression Standard.- 3.3 CCITT T.6 2-Dimensional Compression Standard.- 4. JBIG Compression Standard.- 4.1 Stripes and Data Ordering.- 4.2 Resolution Reduction.- 4.3 Templates and Adaptation.- 4.4 JBIG Sequential Coding.- 4.5 JBIG Progressive Coding.- 5. JPEG Compression Standard.- 5.1 JPEG Image Definition.- 5.2 JPEG Baseline Algorithm.- 5.3 JPEG Sequential DCT-Based Coding.- 5.4 JPEG Progressive DCT-Based Coding.- 5.5 JPEG Lossless Coding.- 5.6 JPEG Hierarchical Coding.- 5.7 JPEG Extensions.- 6. Digital Video Compression Standards.- 6.1 CCITT H.261 Standard.- 6.2 MPEG Standards.- 7. Digital Image Compression Advanced Topics.- 7.1 Segmentation Based Coding.- 7.2 Directional Filtering Based Coding.- 7.3 Recognition Based Coding.- 7.4 Fractal Coding.- 7.5 Wavelet Coding.- Appendix A. Mathmatical Descriptions.- Appendix B. Fast DCT Algorithms.- Information of ISO/IEC Standards.- Information of ITU Standards.