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Compact Composite Descriptors for Content Based Image Retrieval

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Bookcover of Compact Composite Descriptors for Content Based Image Retrieval

Authors: Savvas A. Chatzichristofis, Yiannis S. Boutalis

This book covers the state of the art in image indexing and retrieval techniques paying particular attention in recent trends and applications. It presents the basic notions and tools of content-based image description and retrieval, covering all significant aspects of image preprocessing, features extraction, similarity matching and evaluation methods. Particular emphasis is given in recent computational intelligence techniques for producing compact content based descriptors comprising color, texture and spatial distribution information. Early and late fusion techniques are also used for improving retrieval results from large probably distributed inhomogenous databases. The book reports on the basic international standards and provides an updated presentation of the current retrieval systems. Numerous utilities and techniques are implemented in software, which is provided as a supplementary material under an open-source license agreement. The book is particularly useful for postgraduate students and researchers in the field of image retrieval, who want to easily elaborate and test state of the art techniques and possibly incorporate it in their development.

ISBN-13: 978-3-639-37391-2
ISBN-10: 363937391X
EAN: 9783639373912
Book language: English
Publishing house: VDM Verlag Dr. Müller
Website: http://www.vdm-verlag.de/
Number of pages: 216
Published at: 2011-08-24
Category: Informatics, IT
Price: 79.00 €

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