Machine Learning and Statistical Modeling Approaches to Image Retrieval

Author:   Yixin Chen ,  Jia Li ,  James Z. Wang
Publisher:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 2004
Volume:   14
ISBN:  

9781475779301


Pages:   182
Publication Date:   06 May 2013
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Machine Learning and Statistical Modeling Approaches to Image Retrieval


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Overview

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.

Full Product Details

Author:   Yixin Chen ,  Jia Li ,  James Z. Wang
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 2004
Volume:   14
Dimensions:   Width: 15.50cm , Height: 1.10cm , Length: 23.50cm
Weight:   0.320kg
ISBN:  

9781475779301


ISBN 10:   1475779305
Pages:   182
Publication Date:   06 May 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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