Semantic Multimedia Analysis and Processing

1st Edition

Evaggelos Spyrou, Dimitris Iakovidis, Phivos Mylonas

CRC Press
Published June 23, 2014
Reference - 555 Pages - 126 B/W Illustrations
ISBN 9781466575493 - CAT# K16711
Series: Digital Imaging and Computer Vision

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Summary

Broad in scope, Semantic Multimedia Analysis and Processing provides a complete reference of techniques, algorithms, and solutions for the design and the implementation of contemporary multimedia systems. Offering a balanced, global look at the latest advances in semantic indexing, retrieval, analysis, and processing of multimedia, the book features the contributions of renowned researchers from around the world. Its contents are based on four fundamental thematic pillars: 1) information and content retrieval, 2) semantic knowledge exploitation paradigms, 3) multimedia personalization, and 4) human-computer affective multimedia interaction. Its 15 chapters cover key topics such as content creation, annotation and modeling for the semantic web, multimedia content understanding, and efficiency and scalability.

Fostering a deeper understanding of a popular area of research, the text:

  • Describes state-of-the-art schemes and applications
  • Supplies authoritative guidance on research and deployment issues
  • Presents novel methods and applications in an informative and reproducible way
  • Contains numerous examples, illustrations, and tables summarizing results from quantitative studies
  • Considers ongoing trends and designates future challenges and research perspectives
  • Includes bibliographic links for further exploration
  • Uses both SI and US units

Ideal for engineers and scientists specializing in the design of multimedia systems, software applications, and image/video analysis and processing technologies, Semantic Multimedia Analysis and Processing aids researchers, practitioners, and developers in finding innovative solutions to existing problems, opening up new avenues of research in uncharted waters.

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