
Machine Learning and Statistical Modeling Approaches to Image Retrieval
Springer (Publisher)
Published on 27. May 2004
Book
Hardback
XVII, 182 pages
978-1-4020-8034-0 (ISBN)
Description
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.
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.
More details
Series
Edition
2004 ed.
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Research
Illustrations
XVII, 182 p.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 16 mm
Weight
477 gr
ISBN-13
978-1-4020-8034-0 (9781402080340)
DOI
10.1007/b116104
Schweitzer Classification
Other editions
Additional editions

Yixin Chen | Jia Li | James Z. Wang
Machine Learning and Statistical Modeling Approaches to Image Retrieval
Book
05/2013
Springer
€106.99
Shipment within 15-20 days

Yixin Chen | Jia Li | James Z. Wang
Machine Learning and Statistical Modeling Approaches to Image Retrieval
E-Book
04/2006
1st Edition
Springer
€78.95
Available for download
Content
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.