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Moments and Moment Invariants in Pattern Recognition
Flusser, Jan; Zitova, Barbara; Suk, Tomas
€ 134.44
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Description for Moments and Moment Invariants in Pattern Recognition
Moments and Moment Invariants in Pattern Recognition presents a survey of fundamental and topical pattern recognition methods based on image moments. The authors expound on the establishment of the use of invariant moments in pattern recognition and continue by presenting a systematic review of the basic definitions and properties of moments. Num Pages: 312 pages, Illustrations. BIC Classification: UYQP. Category: (P) Professional & Vocational. Dimension: 250 x 190 x 22. Weight in Grams: 650.
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 ... Read more
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 ... Read more
Product Details
Publication date
2009
Publisher
John Wiley and Sons Ltd United States
Number of pages
312
Condition
New
Number of Pages
312
Format
Hardback
Place of Publication
New York, United States
ISBN
9780470699874
SKU
V9780470699874
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Flusser, Jan; Zitova, Barbara; Suk, Tomas
Professor Jan Flusser, PhD, Dsc, is a director of the Institute of Information Theory and Automation of the ASCR, Prague, Czech Republic, and a full professor of Computer Science at the Czech Technical University, Prague, and at the Charles University , Prague. Jan Flusser’s research areas are moments and moment invariants, image regristration, image fusion, multichannel blind deconvolution and super-resolution ... Read more
Reviews for Moments and Moment Invariants in Pattern Recognition
"This text is a little gem in the vast amount of literature on pattern recognition...In conclusion, this is an excellent text on pattern recognition that I highly recommend to practitioners and students in signal and image processing." (Computing Reviews, October 2010)