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Last edited by ImportBot
January 31, 2023 | History

Data management for multimedia retrieval

  • 1 Want to read

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

"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.

Publish Date
Language
English
Pages
489

Buy this book

Previews available in: English

Edition Availability
Cover of: Data Management for Multimedia Retrieval
Data Management for Multimedia Retrieval
2014, Cambridge University Press
in English
Cover of: Data management for multimedia retrieval
Data management for multimedia retrieval
2010, Cambridge University Press
in English
Cover of: Data Management for Multimedia Retrieval
Data Management for Multimedia Retrieval
2010, Cambridge University Press
in English
Cover of: Data Management for Multimedia Retrieval
Data Management for Multimedia Retrieval
2010, Cambridge University Press
in English
Cover of: Data Management for Multimedia Retrieval
Data Management for Multimedia Retrieval
2010, Cambridge University Press
in English
Cover of: Data Management for Multimedia Retrieval
Data Management for Multimedia Retrieval
2010, Cambridge University Press
in English

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Book Details


Table of Contents

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, and 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.

Edition Notes

Includes bibliographical references (p. 427-472) and index.

Published in
Cambridge, New York

Classifications

Dewey Decimal Class
005.74
Library of Congress
QA76.575 .C287 2010

The Physical Object

Pagination
x, 489 p., [12] p. of plates :
Number of pages
489

ID Numbers

Open Library
OL24488635M
Internet Archive
isbn_9780521887397
ISBN 13
9780521887397
LCCN
2009043206

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
January 31, 2023 Edited by ImportBot import existing book
September 10, 2021 Edited by ImportBot import existing book
December 23, 2020 Edited by MARC Bot import existing book
November 16, 2020 Edited by Mek fixing ocaid
December 2, 2010 Created by ImportBot Imported from Library of Congress MARC record