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Multimedia Content Analysis (Signals and Communication Technology),Used
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This textbook covers the theoretical backgrounds and practical aspects of image, video and audio feature expression, e.g., color, texture, edge, shape, salient point and area, motion, 3D structure, audio/sound in time, frequency and cepstral domains, structure and melody. Uptodate algorithms for estimation, search, classification and compact expression of feature data are described in detail. Concepts of signal decomposition (such as segmentation, source tracking and separation), as well as composition, mixing, effects, and rendering, are discussed. Numerous figures and examples help to illustrate the aspects covered. The book was developed on the basis of a graduatelevel university course, and most chapters are supplemented by problemsolving exercises. The book is also a selfcontained introduction both for researchers and developers of multimedia content analysis systems in industry.
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