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Titlebook: Intelligent Multimedia Processing with Soft Computing; Yap-Peng Tan,Kim Hui Yap,Lipo Wang Book 2005 Springer-Verlag Berlin Heidelberg 2005

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发表于 2025-3-21 19:43:51 | 显示全部楼层 |阅读模式
书目名称Intelligent Multimedia Processing with Soft Computing
编辑Yap-Peng Tan,Kim Hui Yap,Lipo Wang
视频video
概述Presents novel applications of soft computing in multimedia processing.Addresses researchers, graduate students, and industrial practitioners in the broad areas of multimedia and soft computing.Includ
丛书名称Studies in Fuzziness and Soft Computing
图书封面Titlebook: Intelligent Multimedia Processing with Soft Computing; Yap-Peng Tan,Kim Hui Yap,Lipo Wang Book 2005 Springer-Verlag Berlin Heidelberg 2005
描述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 a
出版日期Book 2005
关键词Evolutionary Computation; Fuzzy; Fuzzy Logic; Intelligent Multimedia Processing; Multimedia; Neural Netwo
版次1
doihttps://doi.org/10.1007/3-540-32367-8
isbn_softcover978-3-642-06198-1
isbn_ebook978-3-540-32367-9Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2005
The information of publication is updating

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Vector Color Image Indexing and Retrieval within A Small-World Framework,egions of prominent and perceptually relevant color and use representative vectors from these extracted regions in the image indices. Our similarity measure for retrieval is based on the angular distance between query color vectors and the indexed representative vectors. Furthermore, we extend . the
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A Perceptual Subjectivity Notion in Interactive Content-Based Image Retrieval Systems, labeling scheme in relevance feedback requires a hard-decision to be made on the relevance of each retrieved image. This is inflexible as user interpretation varies with respect to different information needs and perceptual subjectivity. In addition, users tend to learn from the retrieval results t
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Moderate Vocabulary Visual Concept Detection for the TRECVID 2002,cting semantics in multimedia content as a pattern classification problem and the problem of building models of multimodal semantics as a learning problem. Recent trends show increasing use of statistical machine learning providing a computational framework for mapping low level media features to hi
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Fuzzy Logic Methods for Video Shot Boundary Detection and Classification,ces of information and knowledge of editing procedures to detect shot boundaries. Furthermore, the system classifies the editing process employed to create the shot boundary into one of the following categories: abrupt cut, fade-in, fade-out, or dissolve. This system was tested on a database contain
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