Computational Intelligence in Multimedia Processing: Recent Advances

✍ Scribed by Aboul-Ella Hassanien, Ajith Abraham, Janusz Kacprzyk, James F. Peters (auth.), Aboul-Ella Hassanien, Ajith Abraham, Janusz Kacprzyk (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2008
Tongue: English
Leaves: 529
Series: Studies in Computational Intelligence 96
Edition: 1
Category: Library

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✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages I-XV
Computational Intelligence in Multimedia Processing: Foundation and Trends....Pages 3-49
Computational Intelligence in Multimedia Networking and Communications: Trends and Future Directions....Pages 51-76
A Synthetic 3D Multimedia Environment....Pages 79-98
Robotics and Virtual Reality: A Marriage of Two Diverse Streams of Science....Pages 99-118
Modelling Interactive Non-Linear Stories....Pages 119-138
A Time Interval String Model for Annotating and Searching Linear Continuous Media....Pages 139-163
Noise Filtering of New Motion Capture Markers Using Modified K-Means....Pages 167-189
Toward Effective Processing of Information Graphics in Multimodal Documents: A Bayesian Network Approach....Pages 191-212
Fuzzy Audio Similarity Measures Based on Spectrum Histograms and Fluctuation Patterns....Pages 213-231
Fuzzy Techniques for Text Localisation in Images....Pages 233-270
Soft-Labeling Image Scheme Using Fuzzy Support Vector Machine....Pages 271-290
Temporal Texture Characterization: A Review....Pages 291-316
Real Time Tasks Scheduling Using Hybrid Genetic Algorithm....Pages 319-350
Computational Intelligence in Visual Sensor Networks: Improving Video Processing Systems....Pages 351-377
Scalability and Evaluation of Contextual Immune Model for Web Mining....Pages 379-408
Critical Feature Detection in Cockpits – Application of AI in Sensor Networks....Pages 409-433
Anthropocentric Semantic Information Extraction from Movies....Pages 437-492
Organizing Multimedia Information with Maps....Pages 493-509
Video Authentication Using Relative Correlation Information and SVM....Pages 511-529
Back Matter....Pages 531-536

✦ Subjects

Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics); Multimedia Information Systems

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