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Item Details
Title: LOCAL APPROXIMATION TECHNIQUES IN SIGNAL AND IMAGE PROCESSING
By: Vladmir Katkovnik, Karen O. Egiazarian, Jaakko T. Astola
Format: Hardback

List price: £111.00


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ISBN 10: 0819460923
ISBN 13: 9780819460929
Publisher: SPIE PRESS
Pub. date: 2 November, 2006
Pages: 576
Description: Deals with a class of novel and efficient adaptive signal processing techniques developed to restore signals from noisy and degraded observations. This book is devoted to an original approach to signal reconstruction based on combining two independent ideas: local polynomial approximation and the intersection of confidence interval rule.
Synopsis: This book deals with a wide class of novel and efficient adaptive signal processing techniques developed to restore signals from noisy and degraded observations. 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. 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.
Illustrations: Illustrations
Publication: US
Imprint: SPIE Press
Returns: Returnable
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