We specialize in hard to find items
(1)
Moments and Moment Invariants in Pattern Recognition
Share Tweet
*Price and Stocks may change without prior notice
*Packaging of actual item may differ from photo shown
- Electrical items MAY be 110 volts.
- 7 Day Return Policy
- All products are genuine and original
About Moments And Moment Invariants In Pattern Recognition
Moments as projections of an image’s intensity onto a properpolynomial basis can be applied to many different aspects of imageprocessing. These include invariant pattern recognition, imagenormalization, image registration, focus/ defocus measurement, andwatermarking. This book presents a survey of both recent andtraditional image analysis and pattern recognition methods, basedon image moments, and offers new concepts of invariants to linearfiltering and implicit invariants. In addition to the theory,attention is paid to efficient algorithms for moment computation ina discrete domain, and to computational aspects of orthogonalmoments. The authors also illustrate the theory through practicalexamples, demonstrating moment invariants in real applicationsacross computer vision, remote sensing and medical imaging. Key features: Presents a systematic review of the basic definitions andproperties of moments covering geometric moments and complexmoments.Considers invariants to traditional transforms –translation, rotation, scaling, and affine transform - from a newpoint of view, which offers new possibilities of designing optimalsets of invariants.Reviews and extends a recent field of invariants with respectto convolution/blurring.Introduces implicit moment invariants as a tool for recognizingelastically deformed objects.Compares various classes of orthogonal moments (Legendre,Zernike, Fourier-Mellin, Chebyshev, among others) and demonstratestheir application to image reconstruction from moments.Offers comprehensive advice on the construction of variousinvariants illustrated with practical examples.Includes an accompanying website providing efficient numericalalgorithms for moment computation and for constructing invariantsof various kinds, with about 250 slides suitable for a graduateuniversity course.Moments and Moment Invariants in Pattern Recognition isideal for researchers and engineers involved in pattern recognitionin medical imaging, remote sensing, robotics and computer vision.Post graduate students in image processing and pattern recognitionwill also find the book of interest.
