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Multimedia Content Analysis
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Multimedia Content Analysis
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Multimedia Content Analysis/ by Jens-Rainer Ohm.
作者:
Ohm, Jens-Rainer.
面頁冊數:
X, 417 p. 171 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Electrical engineering. -
電子資源:
https://doi.org/10.1007/978-3-662-52828-0
ISBN:
9783662528280
Multimedia Content Analysis
Ohm, Jens-Rainer.
Multimedia Content Analysis
[electronic resource] /by Jens-Rainer Ohm. - 1st ed. 2016. - X, 417 p. 171 illus.online resource. - 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
Standard No.: 10.1007/978-3-662-52828-0doiSubjects--Topical Terms:
596380
Electrical engineering.
LC Class. No.: TK1-9971
Dewey Class. No.: 621.382
Multimedia Content Analysis
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