Multimedia Content Analysis

Gebonden Engels 2016 9783662528266
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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. Up-to-date 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 graduate-level university course, and most chapters are supplemented by problem-solving exercises. The book is also a self-contained introduction both for researchers and developers of multimedia content analysis systems in industry.   

Specificaties

ISBN13:9783662528266
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Berlin Heidelberg

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Inhoudsopgave

Introduction.- Preprocessing.- Signal and Parameter Estimation.- Features of Multimedia Signals.- Feature Transforms and Classification.- Signal Decomposition.- Signal Composition, Rendering and Presentation.<br>

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        Multimedia Content Analysis