{"product_id":"9780470699874","title":"Moments and Moment Invariants in Pattern Recognition","description":"\u003ch1\u003eMoments and Moment Invariants in Pattern Recognition\u003c\/h1\u003e \u003ch2\u003eFlusser, Jan; Zitova, Barbara; Suk, Tomas\u003c\/h2\u003e \u003cp\u003eMoments 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.  \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e \u003cp\u003eKey features:\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cul\u003e \u003cli\u003ePresents a systematic review of the basic definitions and properties of moments covering geometric moments and complex moments.\u003c\/li\u003e \u003cli\u003eConsiders invariants to traditional transforms – translation, rotation, scaling, and affine transform - from a new point of view, which offers new possibilities of designing optimal sets of invariants.\u003c\/li\u003e \u003cli\u003eReviews and extends a recent field of invariants with respect to convolution\/blurring.\u003c\/li\u003e \u003cli\u003eIntroduces implicit moment invariants as a tool for recognizing elastically deformed objects.\u003c\/li\u003e \u003cli\u003eCompares various classes of orthogonal moments (Legendre, Zernike, Fourier-Mellin, Chebyshev, among others) and demonstrates their application to image reconstruction from moments.\u003c\/li\u003e \u003cli\u003eOffers comprehensive advice on the construction of various invariants illustrated with practical examples.\u003c\/li\u003e \u003cli\u003eIncludes an accompanying website providing efficient numerical algorithms for moment computation and for constructing invariants of various kinds, with about 250 slides suitable for a graduate university course.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eMoments and Moment Invariants in Pattern Recognition\u003c\/i\u003e is ideal for researchers and engineers involved in pattern recognition in medical imaging, remote sensing, robotics and computer vision. Post graduate students in image processing and pattern recognition will also find the book of interest.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Wiley\u003c\/p\u003e \u003cp\u003ePublication Date: 2009-12-14\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9780470699874\u003c\/p\u003e \u003cp\u003eDOI: \u003c\/p\u003e \u003cp\u003eDimensions: 251.50cm x172.70cm\u003c\/p\u003e \u003cp\u003ePages: 312\u003c\/p\u003e ","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44379157856396,"sku":"9780470699874","price":116.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780470699874.jpg?v=1771988040","url":"https:\/\/lateknightbooks.com\/products\/9780470699874","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}