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Multimedia content analysis

Ohm, Jens-Rainer.

Multimedia content analysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Multimedia content analysisby Jens-Rainer Ohm.
作者:	Ohm, Jens-Rainer.
出版者:	Berlin, Heidelberg :Springer Berlin Heidelberg :2016.
面頁冊數:	x, 417 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Multimedia communications.
電子資源:	http://dx.doi.org/10.1007/978-3-662-52828-0
ISBN:	9783662528280$q(electronic bk.)

Multimedia content analysis
Ohm, Jens-Rainer.

Multimedia content analysis[electronic resource] /by Jens-Rainer Ohm. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - x, 417 p. :ill., digital ;24 cm. - Signals and communication technology,1860-4862. - Signals and communication technology..

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

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.

ISBN: 9783662528280$q(electronic bk.)

Standard No.: 10.1007/978-3-662-52828-0doiSubjects--Topical Terms:

224575
Multimedia communications.

LC Class. No.: TK5105.15

Dewey Class. No.: 004.69

Multimedia content analysis
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505 0 $a Introduction -- Preprocessing -- Signal and Parameter Estimation -- Features of Multimedia Signals -- Feature Transforms and Classification -- Signal Decomposition -- Signal Composition, Rendering and Presentation.
520 $a 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.
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