Image Processing using Punctual Kriging and Machine Learning

Language: English

Published by LAP LAMBERT Academic Publishing Okt 2009, 2009

3838322681 / 9783838322681

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This item is printed on demand - Print on Demand Titel. Neuware -Restoration of degraded images has become an important and effective tool for many technological applications like space imaging, medical imaging and many other post-processing techniques. Most of the image restoration techniques model the degradation phenomena, usually blur and noise, and then obtain an approximation of the image. Whereas, in realistic situation, one has to estimate both the true image and the blur from the degraded image characteristics in the absence of any a priori information about the blurring system. The objective of this book is to present new punctual kriging based image restoration approaches using machine-learning techniques. To achieve this objective, this book concentrates on the restoration of images corrupted with Gaussian noise by making good tradeoffs between two contradicting properties; smoothness versus edge preservation. This book makes the following contributions: Quantitative analysis of the at hand punctual kriging based image restoration techniques, applications of artificial neural networks are discussed for image denoising. Furthermore, hybrid techniques for image restoration are presented in this book.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 116 pp. Englisch.

Seller Inventory # 9783838322681

Title
Image Processing using Punctual Kriging and Machine Learning
Author
Asmatullah Chaudhry
Publisher
LAP LAMBERT Academic Publishing Okt 2009
Publication year
2009
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3838322681
ISBN 13
9783838322681
Item weight
191 grams
Dimensions
220x150x8 mm

buchversandmimpf2000

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