Local Approximation Techniques in Signal and Image Processing

Author: Jaakko Astola
Edition: illustrated edition
Publisher: SPIE Publications
Binding: Hardcover
ISBN: 0819460923
Category: Programming
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Local Approximation Techniques in Signal and Image Processing (SPIE Press Monograph Vol. PM157)

This book deals with a wide class of novel and efficient adaptive signal processing techniques developed to restore signals from noisy and degraded observations. Programming books Local Approximation Techniques in Signal and Image Processing pdf. These signals include those acquired from still or video cameras, electron microscopes, radar, X rays, or ultrasound devices, and are used for various purposes, including entertainment, medical, business, industrial, military, civil, security, and scientific applications. In many cases useful information and high quality must be extracted from the imaging. However, often raw signals are not directly suitable for this purpose and must be processed in some way. Such processing is called signal reconstruction. Download books Local Approximation Techniques In Signal And Image Processing pdf via mediafire, 4shared, rapidshare.

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Categories: Approximation theory, Signal processing->Mathematics, Image processing->Mathematics. Contributors: Vladimir IA Katkovnik - Author. Format: Hardcover

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The Book Depository with availability on over a million titles Local Approximation Techniques in Signal and Image Processing Description: Brand New Book with Free Worldwide Delivery. Well-stocked with images including inverse radon transform filtering and tomography, this comprehensive text for advanced students and professionals explains a wide variety of signal processing techniques developed to restore signals from noisy and degraded observations, with signals acquired from still or video ca

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author jaakko t astola author karen o egiazarian author vladmir katkovnik format hardback language english publication year 15 11 2006 subject engineering technology subject 2 electronics engineering communications engineering title local approximation techniques in signal and image processing spie press monograph vol pm 157 author jaakko astola vladimir katkovnik karen egiazarian publisher society of photo optical publication date sep 30 2006 pages 576 binding hardcover edition illustrated dime

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Local Approximation Techniques in Signal And Image Processing , ISBN-13: 9780819460929, ISBN-10: 0819460923

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These signals include those acquired from still or video cameras, electron microscopes, radar, X rays, or ultrasound devices, and are used for various purposes, including entertainment, medical, business, industrial, military, civil, security, and scientific applications. In many cases useful information and high quality must be extracted from the imaging. However, often raw signals are not directly suitable for this purpose and must be processed in some way. Such processing is called signal reconstruction. This book is devoted to a recent and original approach to signal reconstruction based on combining two independent ideas: local polynomial approximation and the intersection of confidence interval rule. Contents - Preface - Notations and Abbreviations - Introduction - Discrete LPA - Shift-Invariant LPA Kernels - Integral LPA - Discrete LPA Accuracy - Adaptive-Scale Selection - Anisotropic LPA - Anisotropic LPA-ICI Algorithms - Image Reconstruction - Nonlinear Methods - Likelihood and Quasi-Likelihood - Photon Imaging - Multiresolution Analysis - Appendix - References - Index Download free Local Approximation Techniques in Signal and Image Processing (SPIE Press Monograph Vol. PM157) pdf