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portada Intelligent Multimedia Processing With Soft Computing (Studies in Fuzziness and Soft Computing, 168)
Type
Physical Book
Publisher
Author
Language
English
Pages
481
Format
Hardcover
ISBN13
9783540230533
Edition No.
2005th

Intelligent Multimedia Processing With Soft Computing (Studies in Fuzziness and Soft Computing, 168)

Tan Yap Peng,Yap Kim-Hui,Wang Lipo (Author) · Springer · Hardcover

Intelligent Multimedia Processing With Soft Computing (Studies in Fuzziness and Soft Computing, 168) - Tan Yap Peng,Yap Kim-Hui,Wang Lipo

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Synopsis "Intelligent Multimedia Processing With Soft Computing (Studies in Fuzziness and Soft Computing, 168)"

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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