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Book
Multimedia content analysis : theory and applications
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ISBN: 1441945679 0387765670 9786612037726 1282037722 0387765697 Year: 2009 Publisher: New York : Springer,

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Abstract

Multimedia Content Analysis: Theory and Applications covers the state of the art of multimedia content analysis in a tutorial fashion and provides a plan for future research. It includes unique coverage of multimedia content analysis based products described by pioneers in the field, and provides valuable perspective on the feasibility of state of the art techniques, as well as opportunities for the future. It also addresses the experiential aspect of multimedia content analysis. The material discusses multimedia content analysis in three broad sections, theory, human interaction with multimedia, and commercial products. The theory section reviews multimedia content analysis tools used to derive higher-level semantics from low-level audio and video features and covers the state of the art in temporal video segmentation using unsupervised and supervised techniques. The human interaction section describes techniques for incorporating the human perception of multimedia into analysis. The product section describes the world’s first products based on multimedia content analysis. Multimedia Content Analysis: Theory and Applications serves as an excellent introduction to the field with every chapter presented in a self-contained manner. The contributing authors are leaders in the field who have defined and extended the state of the art.

Keywords

Computer animation -- Data processing. --- Human-computer interaction. --- Image processing -- Digital techniques. --- Multimedia systems. --- Computer Science --- Engineering & Applied Sciences --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Computer science. --- Multimedia information systems. --- Image processing. --- Application software. --- Electrical engineering. --- Computer Science. --- Computer Applications. --- Signal, Image and Speech Processing. --- Image Processing and Computer Vision. --- Electrical Engineering. --- Multimedia Information Systems. --- Electric engineering --- Engineering --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Information storage and retrieval systems --- Informatics --- Science --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Computer vision. --- Computer engineering. --- Computers --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Design and construction --- Signal processing. --- Speech processing systems. --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Optical equipment


Digital
Multimedia Content Analysis : Theory and Applications
Author:
ISBN: 9780387765693 Year: 2009 Publisher: Boston, MA Springer-Verlag US

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Book
Multimedia Content Analysis : Theory and Applications
Authors: ---
ISBN: 9780387765693 Year: 2009 Publisher: Boston MA Springer US Imprint Springer

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Abstract

Multimedia Content Analysis: Theory and Applications covers the state of the art of multimedia content analysis in a tutorial fashion and provides a plan for future research. It includes unique coverage of multimedia content analysis based products described by pioneers in the field, and provides valuable perspective on the feasibility of state of the art techniques, as well as opportunities for the future. It also addresses the experiential aspect of multimedia content analysis. The material discusses multimedia content analysis in three broad sections, theory, human interaction with multimedia, and commercial products. The theory section reviews multimedia content analysis tools used to derive higher-level semantics from low-level audio and video features and covers the state of the art in temporal video segmentation using unsupervised and supervised techniques. The human interaction section describes techniques for incorporating the human perception of multimedia into analysis. The product section describes the world's first products based on multimedia content analysis. Multimedia Content Analysis: Theory and Applications serves as an excellent introduction to the field with every chapter presented in a self-contained manner. The contributing authors are leaders in the field who have defined and extended the state of the art.

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