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Computational Intelligence in Multimedia Processing: Recent Advances

  • Book
  • © 2008

Overview

Editors:
  1. Aboul-Ella Hassanien

    1. Quantitative and Information System Department, Kuwait University College of Business Administration, Kuwait

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  2. Ajith Abraham

    1. Centre for Quantifiable Quality of Service in Communication Systems (Q2S) Centre of Excellence, Norwegian University of Science and Technology, Trondheim, Norway

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    You can also search for this editor in PubMed   Google Scholar

  3. Janusz Kacprzyk

    1. Systems Research Institute, Polish Academy of Sciences

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  • Presents recent advances of computational intelligence in multimedia processing
  • Compilation of the latest trends and developments in the field of computational intelligence in multimedia processing
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 96)

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Table of contents (19 chapters)

  1. Front Matter

    Pages I-XV
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  2. Foundation

    1. Computational Intelligence in Multimedia Processing: Foundation and Trends

      • Aboul-Ella Hassanien, Ajith Abraham, Janusz Kacprzyk, James F. Peters
      Pages 3-49

    2. Computational Intelligence in Multimedia Networking and Communications: Trends and Future Directions

      • Parthasarathy Guturu
      Pages 51-76

  3. Computational Intelligence in 3D Multimedia Virtual Environment and Video Games

    1. A Synthetic 3D Multimedia Environment

      • Ronald Genswaider, Helmut Berger, Michael Dittenbach, Andreas Pesenhofer, Dieter Merkl, Andreas Rauber et al.
      Pages 79-98

    2. Robotics and Virtual Reality: A Marriage of Two Diverse Streams of Science

      • Tauseef Gulrez, Manolya Kavakli, Alessandro Tognetti
      Pages 99-118

    3. Modelling Interactive Non-Linear Stories

      • Fabio Zambetta
      Pages 119-138

    4. A Time Interval String Model for Annotating and Searching Linear Continuous Media

      • Ken Nakayama, Kazunori Yamaguchi, Theodorus Eric Setiadi, Yoshitake Kobayashi, Mamoru Maekawa, Yoshihisa Nitta et al.
      Pages 139-163

  4. Computational Intelligence in Image/Audio Processing

    1. Noise Filtering of New Motion Capture Markers Using Modified K-Means

      • J. C. Barca, G. Rumantir, R. Li
      Pages 167-189

    2. Toward Effective Processing of Information Graphics in Multimodal Documents: A Bayesian Network Approach

      • Sandra Carberry, Stephanie Elzer
      Pages 191-212

    3. Fuzzy Audio Similarity Measures Based on Spectrum Histograms and Fluctuation Patterns

      • Klaas Bosteels, Etienne E. Kerre
      Pages 213-231

    4. Fuzzy Techniques for Text Localisation in Images

      • PrzemysÅ‚aw Górecki, Laura Caponetti, Ciro Castiello
      Pages 233-270

    5. Soft-Labeling Image Scheme Using Fuzzy Support Vector Machine

      • Kui Wu, Kim-Hui Yap
      Pages 271-290

    6. Temporal Texture Characterization: A Review

      • Ashfaqur Rahman, Manzur Murshed
      Pages 291-316

  5. Computational Intelligence in Multimedia Networks and Task Scheduling

    1. Real Time Tasks Scheduling Using Hybrid Genetic Algorithm

      • Mitsuo Gen, Myungryun Yoo
      Pages 319-350

    2. Computational Intelligence in Visual Sensor Networks: Improving Video Processing Systems

      • Miguel A. Patricio, F. Castanedo, A. Berlanga, O. Pérez, J. García, José M. Molina
      Pages 351-377

    3. Scalability and Evaluation of Contextual Immune Model for Web Mining

      • SÅ‚awomir T. WierzchoÅ„, Krzysztof Ciesielski, MieczysÅ‚aw A. KÅ‚opotek
      Pages 379-408

    4. Critical Feature Detection in Cockpits – Application of AI in Sensor Networks

      • S. Srivathsan, N. Balakrishnan, S. S. Iyengar
      Pages 409-433

  6. Computational Intelligence in Video Processing

    1. Anthropocentric Semantic Information Extraction from Movies

      • Nicholas Vretos, Vassilios Solachidis, Ioannis Pitas
      Pages 437-492

    2. Organizing Multimedia Information with Maps

      • Thomas Bärecke, Ewa Kijak, Marcin Detyniecki, Andreas Nürnberger
      Pages 493-509

    3. Video Authentication Using Relative Correlation Information and SVM

      • Mayank Vatsa, Richa Singh, Sanjay K. Singh, Saurabh Upadhyay
      Pages 511-529
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Keywords

About this book

For the last decades Multimedia processing has emerged as an important technology to generate content based on images, video, audio, graphics, and text. Furthermore, the recent new development represented by High Definition Multimedia content and Interactive television will generate a huge volume of data and important computing problems connected with the creation, processing and management of Multimedia content. "Computational Intelligence in Multimedia Processing: Recent Advances" is a compilation of the latest trends and developments in the field of computational intelligence in multimedia processing. This edited book presents a large number of interesting applications to intelligent multimedia processing of various Computational Intelligence techniques, such as rough sets, Neural Networks; Fuzzy Logic; Evolutionary Computing; Artificial Immune Systems; Swarm Intelligence; Reinforcement Learning and evolutionary computation.

Editors and Affiliations

  • Quantitative and Information System Department, Kuwait University College of Business Administration, Kuwait

    Aboul-Ella Hassanien

  • Centre for Quantifiable Quality of Service in Communication Systems (Q2S) Centre of Excellence, Norwegian University of Science and Technology, Trondheim, Norway

    Ajith Abraham

  • Systems Research Institute, Polish Academy of Sciences

    Janusz Kacprzyk

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