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|a Candan, K. Selçuk
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|a Data management for multimedia retrieval /
|c K. Selçuk Candan, Maria Luisa Sapino.
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|a Cambridge ;
|a New York :
|b Cambridge University Press,
|c ©2010.
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|a "This comprehensive textbook presents data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations"--Provided by publisher
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|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
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|a Includes bibliographical references and index.
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|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.
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|a Print version record.
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|a English.
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|a Multimedia systems.
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|a Multimedia systems.
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|a Sapino, Maria Luisa.
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776 |
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|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
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