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9781402080340

Machine Learning and Statistical Modeling Approaches to Image Retrieval

by ; ;
  • ISBN13:

    9781402080340

  • ISBN10:

    1402080344

  • Format: Hardcover
  • Copyright: 2004-05-31
  • Publisher: Kluwer Academic Pub
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Summary

"Machine Learning and Statistical Modeling Approaches to Image Retrieval is designed for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science and electrical engineering."--BOOK JACKET.

Table of 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
Table of Contents provided by Publisher. All Rights Reserved.

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