Band 168
Intelligent Multimedia Processing with Soft Computing
Aus der Reihe
Studies in Fuzziness and Soft Computing
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- Hardcover
- Taschenbuch ausgewählt
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Sprache:Englisch
Fr. 192.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
21.10.2010
Abbildungen
VIII, 473 p.
Herausgeber
Yap Peng Tan + weitereVerlag
Springer BerlinSeitenzahl
473
Maße (L/B/H)
23.5/15.5/2.7 cm
Gewicht
727 g
Auflage
Softcover reprint of hardcover 1st edition 2005
Sprache
Englisch
ISBN
978-3-642-06198-1
Soft computing represents a collection of techniques, such as neural networks, evolutionary computation, fuzzy logic, and probabilistic reasoning. As - posed to conventional "hard" computing, these techniques tolerate impre- sion and uncertainty, similar to human beings. In the recent years, successful applications of these powerful methods have been published in many dis- plines in numerous journals, conferences, as well as the excellent books in this book series on Studies in Fuzziness and Soft Computing. This volume is dedicated to recent novel applications of soft computing in multimedia processing. The book is composed of 21 chapters written by experts in their respective fields, addressing various important and timely problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, processing and filtering, etc. In the chapter authored by Guan, Muneesawang, Lay, Amin, and Lee, a radial basis function network with Laplacian mixture model is employed to perform image and video retrieval. D. Androutsos, P. Androutsos, Plataniotis, and Venetsanopoulos investigate color image indexing and retrieval within a small-world framework. Wu and Yap develop a framework of fuzzy relevance feedback to model the uncertainty of users' subjective perception in image retrieval.
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