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Moments and Moment Invariants in Pattern Recognition
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SYSNO ASEP 0329398 Document Type B - Monograph R&D Document Type Monograph Title Moments and Moment Invariants in Pattern Recognition Title Momenty a momentové invarianty v rozpoznávání Author(s) Flusser, Jan (UTIA-B) RID, ORCID
Suk, Tomáš (UTIA-B) RID, ORCID
Zitová, Barbara (UTIA-B) RID, ORCIDIssue data Chichester: Wiley & sons, 2009 ISBN 978-0-470-69987-4 Number of pages 317 s. Number of copy 201 Language eng - English Country US - United States Keywords Pattern Recognition ; Moment Invariants ; Image processing Subject RIV BD - Theory of Information R&D Projects 1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS) GA102/08/1593 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) Annotation Moments as projections of an image’s intensity onto a proper polynomial basis can be applied to many different aspects of image processing. These include invariant pattern recognition, image normalization, image registration, focus/ defocus measurement, and watermarking. This book presents a survey of both recent and traditional image analysis and pattern recognition methods, based on image moments, and offers new concepts of invariants to linear filtering and implicit invariants. In addition to the theory, attention is paid to efficient algorithms for moment computation in a discrete domain, and to computational aspects of orthogonal moments. The authors also illustrate the theory through practical examples, demonstrating moment invariants in real applications across computer vision, remote sensing and medical imaging Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2010
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