Data management for multimedia retrieval / K. Selçuk Candan, Maria Luisa Sapino.

Format:

Book

Author/Creator:

Candan, K. Selçuk (Kasim Selçuk)

Contributor:

Sapino, Maria Luisa.

Language:

English

Subjects (All):

Multimedia systems.

Database management.

Physical Description:

x, 489 pages, 12 unnumbered pages of plates : illustrations (some color) ; 27 cm

Place of Publication:

Cambridge ; New York : Cambridge University Press, 2010.

Summary:

"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.

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, 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.

Notes:

Includes bibliographical references and index.

ISBN:

9780521887397

0521887399

OCLC:

462982099

Publisher Number:

99938892880