Machine Learning and Statistical Modeling Approaches to Image Retrieval

by CHEN, YIXIN; Li, Jia; Wang, James Z.

• ISBN13: 9781402080340
• ISBN10: 1402080344
• eBook ISBN(s): 9781402080357
• Format: Hardcover
• Copyright: 2004-05-31
• Publisher: Kluwer Academic Pub
• More Book Details
• Purchase Benefits

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.