Semantic Multimedia Analysis and Processing e-bog

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 applicationsSupplies authoritative guidance on research and deployment issuesPresents novel methods and applications in an informative and reproducible wayContains numerous examples, illustrations, and tables summarizing results from quantitative studiesConsiders ongoing trends and designates future challenges and research perspectivesIncludes bibliographic links for further explorationUses both SI and US unitsIdeal 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.