Data Management for Multimedia Retrieval
K Selçuk Candan author Maria Luisa Sapino author
Format:Hardback
Publisher:Cambridge University Press
Published:31st May '10
Currently unavailable, and unfortunately no date known when it will be back
A wide-ranging textbook covering data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations.
This wide-ranging textbook on multimedia data management gives a unified perspective on retrieval efficiency and effectiveness. It presents data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations, plus related techniques such as relevance feedback and collaborative filtering.Multimedia data require specialised management techniques because the representations of colour, time, semantic concepts, and other underlying information can be drastically different from one another. This textbook on multimedia data management techniques gives a unified perspective on retrieval efficiency and effectiveness. It provides a comprehensive treatment, from basic to advanced concepts, that will be useful to readers of different levels, from advanced undergraduate and graduate students to researchers and to professionals. After introducing models for multimedia data (images, video, audio, text, and web) and for their features, such as colour, texture, shape, and time, the book presents data structures and algorithms that help store, index, cluster, classify, and access common data representations. The authors also introduce techniques, such as relevance feedback and collaborative filtering, for bridging the 'semantic gap' and present the applications of these to emerging topics, including web and social networking.
"This text book is a complete and excellent treatment of multimedia information retrieval and data management. It handles the entire spectrum by providing the basic theory needed and then gradually introduces the advanced techniques needed to tackle the complex issues in multimedia content retrieval." B. Prabhakaran, University of Texas at Dallas
"An excellent and comprehensive resource on multimedia data management systems, ranging from basic multimedia data- and storage models to indexing, query and retrieval techniques specifically adapted to the intricacies of multimedia. This textbook is suited both for students to gain theoretical insight in the full range of components required for such a system, or developers who want to build or improve systems." Marcel Worring, Intelligent Systems Lab Amsterdam, University of Amsterdam
This is a very timely book which fills a long felt gap of a comprehensive textbook possessing depth in the Multimedia Information Systems area. With a distinctively database systems perspective, it provides a refreshingly detailed and balanced treatment of the necessary multimedia content processing fundamentals. This book can serve as the reference text for senior undergraduate and graduate courses in Multimedia Information Systems. It will also be an excellent self-contained take-off point for beginning researchers in Multimedia Information Retrieval and Multimedia Databases. Moreover, Multimedia Signal Processing researchers can use it to gain a solid understanding of the Database Systems issues." Mohan S. Kankanhalli, School of Computing, National University of Singapore
ISBN: 9780521887397
Dimensions: 260mm x 185mm x 28mm
Weight: 1040g
500 pages