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160701 ||| eng |
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|a 9783662528280
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| 100 |
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|a Ohm, Jens-Rainer
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| 245 |
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|a Multimedia Content Analysis
|h Elektronische Ressource
|c by Jens-Rainer Ohm
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| 250 |
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|a 1st ed. 2016
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| 260 |
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|a Berlin, Heidelberg
|b Springer Berlin Heidelberg
|c 2016, 2016
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| 300 |
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|a X, 417 p. 171 illus
|b online resource
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| 505 |
0 |
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|a Introduction -- Preprocessing -- Signal and Parameter Estimation -- Features of Multimedia Signals -- Feature Transforms and Classification -- Signal Decomposition -- Signal Composition, Rendering and Presentation
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| 653 |
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|a Coding and Information Theory
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| 653 |
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|a Coding theory
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| 653 |
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|a Signal, Speech and Image Processing
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| 653 |
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|a Information theory
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| 653 |
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|a Telecommunication
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| 653 |
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|a Communications Engineering, Networks
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| 653 |
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|a Signal processing
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
0 |
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|a Signals and Communication Technology
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| 028 |
5 |
0 |
|a 10.1007/978-3-662-52828-0
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| 856 |
4 |
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|u https://doi.org/10.1007/978-3-662-52828-0?nosfx=y
|x Verlag
|3 Volltext
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| 082 |
0 |
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|a 621.382
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| 520 |
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|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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