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Book Cover
E-RESOURCE
Author Chen, Yixin, 1972-

Title Machine learning and statistical approaches to image retrieval [electronic resource] / Yixin Chen, Jia Li, James Z. Wang.

Published Boston ; London : Kluwer Academic Publishers, c2004.

Copies

Location Call No. Status
 UniM INTERNET resource    AVAILABLE
Physical description 1 online resource (xv, 182 p.) : ill.
Series Kluwer international series on information retrieval ; 14
Kluwer international series on information retrieval ; 14.
Bibliography Includes bibliographical references and index.
Contents Preface -- Introduction -- Image Retrieval and Linguistic Indexing -- Machine Learning and Statistical Modeling -- A Robust Region-Based Similarity Measure -- Cluster-Based Retrieval by Unsupervised Learning -- Categorization by Learning and Reasoning with Regions -- Automatic Linguistic Indexing of Pictures -- Modeling Ancient Paintings -- Conclusions and Future Work -- References -- Index.
Summary In the early 1990s, the establishment of the Internet brought forth a revolutionary viewpoint of information storage, distribution, and processing: the World Wide Web is becoming an enormous and expanding distributed digital library. Along with the development of the Web, image indexing and retrieval have grown into research areas sharing a vision of intelligent agents. Far beyond Web searching, image indexing and retrieval can potentially be applied to many other areas, including biomedicine, space science, biometric identification, digital libraries, the military, education, commerce, culture and entertainment. Machine Learning and Statistical Modeling Approaches to Image Retrieval describes several approaches of integrating machine learning and statistical modeling into an image retrieval and indexing system that demonstrates promising results. The topics of this book reflect authors' experiences of machine learning and statistical modeling based image indexing and retrieval. This book contains detailed references for further reading and research in this field as well.
Notes Description based on print version record.
Other author Li, Jia, 1974-
Wang, James Z., 1972-
Subject Image processing -- Digital techniques.
Machine learning.
Image processing -- Digital techniques.
Machine learning.
Electronic books.
ISBN 1402080352 (electronic bk.)
9781402080357 (electronic bk.)
1402080344
9781402080340