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Data management for multimedia retrieval /

"This comprehensive textbook presents data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations"--Provided by publisher

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Candan, K. Selçuk (Kasim Selçuk)
Otros Autores: Sapino, Maria Luisa
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge ; New York : Cambridge University Press, ©2010.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Candan, K. Selçuk  |q (Kasim Selçuk) 
245 1 0 |a Data management for multimedia retrieval /  |c K. Selçuk Candan, Maria Luisa Sapino. 
260 |a Cambridge ;  |a New York :  |b Cambridge University Press,  |c ©2010. 
300 |a 1 online resource (x, 489 pages, 12 unnumbered pages of plates) :  |b illustrations (some color) 
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520 |a "Multimedia data require specialized management techniques because the representations of color, time, semantic concepts, and other underlying information can be drastically different from one another. The user's subjective judgment can also have significant impact on what data or features are relevant in a given context. These factors affect both the performance of the retrieval algorithms and their effectiveness. This textbook on multimedia data management techniques offers 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"--Provided by publisher 
504 |a Includes bibliographical references and index. 
505 0 |a Introduction: multimedia applications and data management requirements -- Models for multimedia data -- Common representations of multimedia features -- Feature quality and independence: why and how? -- Indexing, search, and retrieval of sequences -- Indexing, search, retrieval of graphs and trees -- Indexing, search, and retrieval of vectors -- Clustering techniques -- Classification -- Ranked retrieval -- Evaluation of retrieval -- User relevance feedback and collaborative filtering. 
588 0 |a Print version record. 
546 |a English. 
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650 0 |a Multimedia systems. 
650 0 |a Database management. 
650 6 |a Multimédia. 
650 6 |a Bases de données  |x Gestion. 
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650 7 |a COMPUTERS  |x Database Management  |x General.  |2 bisacsh 
650 7 |a COMPUTERS  |x System Administration  |x Storage & Retrieval.  |2 bisacsh 
650 7 |a Database management.  |2 fast  |0 (OCoLC)fst00888037 
650 7 |a Multimedia systems.  |2 fast  |0 (OCoLC)fst01028920 
700 1 |a Sapino, Maria Luisa. 
776 0 8 |i Print version:  |a Candan, K. Selçuk (Kasim Selçuk).  |t Data management for multimedia retrieval.  |d Cambridge ; New York : Cambridge University Press, 2010  |z 9780521887397  |w (DLC) 2009043206  |w (OCoLC)462982099 
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