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Intelligent Multimedia Processing with Soft Computing

  • Book
  • © 2005

Overview

Editors:
  1. Yap-Peng Tan

    1. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

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  2. Kim Hui Yap

    1. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

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    You can also search for this editor in PubMed   Google Scholar

  3. Lipo Wang

    1. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

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  • 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
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 168)

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Table of contents (21 chapters)

  1. Front Matter

    Pages I-VIII
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  2. Human-Centered Computing for Image and Video Retrieval

    • L. Guan, P. Muneesawang, J. Lay, T. Amin, I. Lee
    Pages 1-31

  3. Vector Color Image Indexing and Retrieval within A Small-World Framework

    • D. Androutsos, P. Androutsos, K. N. Plataniotis, A. N. Venetsanopoulos
    Pages 33-54

  4. A Perceptual Subjectivity Notion in Interactive Content-Based Image Retrieval Systems

    • Kui Wu, Kim-Hui Yap
    Pages 55-73

  5. A Scalable Bootstrapping Framework for Auto-Annotation of Large Image Collections

    • Tat-Seng Chua, Huamin Feng
    Pages 75-90

  6. Moderate Vocabulary Visual Concept Detection for the TRECVID 2002

    • Milind R. Naphade, John R. Smith
    Pages 91-107

  7. Automatic Visual Concept Training Using Imperfect Cross-Modality Information

    • Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun
    Pages 109-128

  8. Audio-Visual Event Recognition with Application in Sports Video

    • Ziyou Xiong, Regunathan Radhakrishnan, Ajay Divakaran, Thomas S. Huang
    Pages 129-149

  9. Fuzzy Logic Methods for Video Shot Boundary Detection and Classification

    • Ralph M. Ford
    Pages 151-169

  10. Rate-Distortion Optimal Video Summarization and Coding

    • Zhu Li, Aggelos K. Katsaggelos, Guido M. Schuster
    Pages 171-204

  11. Video Compression by Neural Networks

    • Daniele Vigliano, Raffaele Parisi, Aurelio Uncini
    Pages 205-234

  12. Knowledge Extraction in Stereo Video Sequences Using Adaptive Neural Networks

    • Anastasios Doulamis
    Pages 235-252

  13. An Efficient Genetic Algorithm for Small Search Range Problems and Its Applications

    • Ja-Ling Wu, Chun-Hung Lin, Chun-Hsiang Huang
    Pages 253-280

  14. Manifold Learning and Applications in Recognition

    • Junping Zhang, Stan Z. Li, Jue Wang
    Pages 281-300

  15. Face Recognition Using Discrete Cosine Transform and RBF Neural Networks

    • Weilong Chen, Meng Joo Er, Shiqian Wu
    Pages 301-326

  16. Probabilistic Reasoning for Closed-Room People Monitoring

    • Ji Tao, Yap-Peng Tan
    Pages 327-348

  17. Human-Machine Communication by Audio-Visual Integration

    • Satoshi Nakamura, Tatsuo Yotsukura, Shigeo Morishima
    Pages 349-368

  18. Probabilistic Fusion of Sorted Score Sequences for Robust Speaker Verification

    • Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung
    Pages 369-387

  19. Adaptive Noise Cancellation Using Online Self-Enhanced Fuzzy Filters with Applications to Multimedia Processing

    • Meng Joo Er, Zhengrong Li
    Pages 389-414

  20. Image Denoising Using Stochastic Chaotic Simulated Annealing

    • Lipo Wang, Leipo Yan, Kim-Hui Yap
    Pages 415-429
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Keywords

About this book

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.

Editors and Affiliations

  • School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

    Yap-Peng Tan, Kim Hui Yap, Lipo Wang

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