Description
Machine Learning and Statistical Modeling Approaches to Image Retrieval, Softcover reprint of the original 1st ed. 2004
The Information Retrieval Series, Vol. 14
Authors: Chen Yixin, Li Jia, Wang James Z.
Language: EnglishSubjects for Machine Learning and Statistical Modeling Approaches to...:
105.49 €
In Print (Delivery period: 15 days).
Add to cart the book of Chen Yixin, Li Jia, Wang James Z.
Machine Learning and Statistical Modeling Approaches to Image Retrieval
Publication date: 05-2013
182 p. · 15.5x23.5 cm · Paperback
Publication date: 05-2013
182 p. · 15.5x23.5 cm · Paperback
105.49 €
Subject to availability at the publisher.
Add to cart the book of Chen Yixin, Li Jia, Wang James Z.
Machine learning & statistical modeling approaches to image retrieval, (Int. series on information retrieval, vol. 14)
Publication date: 05-2004
182 p. · 15.6x23.5 cm · Hardback
Publication date: 05-2004
182 p. · 15.6x23.5 cm · Hardback
Description
/li>Contents
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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.
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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