Excellent textbook of multimedia signal processing also dealing with the optimization of multimedia communication systems. It covers the theoretical background of one- and multidimensional signal processing, statistical analysis and modeling, coding and information theory as well as estimation and classification theory. Numerous practical examples are given for algorithms and design of multimedia signal compression and transmission systems, for systems performing content analysis and indexing of multimedia signals. Principles behind multimedia coding and indexing standards, e.g. MPEG-1/-2/-4/-7 are explained in detail, including the most recent developments like the new Advanced Video Coding standard and Motion-Compensated Interframe Wavelet Coding. Numerous figures and examples illustrate the concepts. As the book is based on a graduate-level university course, most chapters are supplemented by exercises. The book is also a self-contained introduction both for researchers and developers of multimedia communication systems in industries.

Inhalt

1 Introduction.- A: Multimedia Signal Processing and Analysis.- 2 Signals and Sampling.- 3 Statistical Analysis of Multimedia Signals.- 4 Linear Systems and Transforms.- 5 Pre- and Postprocessing.- B: Content-related Multimedia Signal Analysis.- 6 Perceptual Properties of Vision and Hearing.- 7 Features of Multimedia Signals.- 8 Signal and Parameter Estimation.- 9 Feature Transforms and Classification.- 10 Signal Decomposition.- C: Coding of Multimedia Signals.- 11 Quantization and Coding.- 12 Still Image Coding.- 13 Video Coding.- 14 Audio Coding.- D: Applications and Standards.- 15 Transmission and Storage.- 16 Signal Composition, Rendering and Presentation.- 17 Multimedia Representation Standards.- Appendices.- A Quality Measurement.- A.1 Signal Quality.- A.1.1 Objective Signal Quality Measurements.- A.1.2 Subjective Assessment.- A.2 Classification Quality.- B Vector and Matrix Algebra.- C Symbols and Variables.- D Acronyms.- References.