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Data Management for Multimedia Retrieval

by

Data Management for Multimedia Retrieval Cover

 

Synopses & Reviews

Publisher Comments:

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. After introducing models for multimedia data (images, video, audio, text, and web) and for their features, such as color, 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.

Synopsis:

A wide-ranging textbook covering data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations.

Product Details

ISBN:
9780521887397
Author:
Candan, K. Selcuk
Publisher:
Cambridge University Press
Author:
Cram101 Textbook Reviews
Author:
Sapino, Maria Luisa
Subject:
Database management
Subject:
Multimedia systems
Subject:
System Administration - Storage & Retrieval
Subject:
Database Management - General
Subject:
Internet-Information
Subject:
Education-General
Publication Date:
20100531
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
489
Dimensions:
10.00x7.00x1.10 in. 2.30 lbs.

Related Subjects

Computers and Internet » Database » Design
Computers and Internet » Internet » Information
Computers and Internet » Software Engineering » Software Management

Data Management for Multimedia Retrieval New Hardcover
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$114.50 In Stock
Product details 489 pages Cambridge University Press - English 9780521887397 Reviews:
"Synopsis" by , A wide-ranging textbook covering data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations.
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