Intelligent Multimedia Processing with Soft Computing

. Ed(s): Tan, Yap-Peng; Yap, Kim H; Wang, Lipo

ISBN 10: 354023053X / ISBN 13: 9783540230533

Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2004

Presents applications of soft computing in multimedia processing. This book includes contributions which address problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, or processing and filtering. Editor(s): Tan, Yap-Peng; Yap, Kim H; Wang, Lipo. Series: Studies in Fuzziness and Soft Computing. Num Pages: 473 pages, biography. BIC Classification: UG. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 30. Weight in Grams: 971. . 2004. Hardback. . . . . Bestandsnummer des Verkäufers V9783540230533

Inhaltsangabe:

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.

Von der hinteren Coverseite:

The past years have witnessed a large number of interesting applications of various soft computing techniques, such as fuzzy logic, neural networks, and evolutionary computation, to intelligent multimedia processing. This carefully edited monograph presents novel applications of soft computing in multimedia processing. It includes contributions by leading experts in their fields addressing important and timely problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, or processing and filtering. This book aims at researchers, graduate students, and industrial practitioners in the broad areas of multimedia and soft computing.

Bibliografische Details

Titel: Intelligent Multimedia Processing with Soft ...
Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Erscheinungsdatum: 2004
Einband: Hardcover
Zustand: New