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OverviewIn 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 DetailsAuthor: Yixin Chen , Jia Li , James Z. WangPublisher: 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: 9781475779301ISBN 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 ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsImage 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.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |