Digital Image Restoration using Fuzzy Intelligence: Uncertainty Modeling based Approach for Image Restoration - Softcover

Hussain, Ayyaz

 
9786203470918: Digital Image Restoration using Fuzzy Intelligence: Uncertainty Modeling based Approach for Image Restoration
Softcover
ISBN 10: 6203470910 ISBN 13: 9786203470918
Publisher: LAP LAMBERT Academic Publishing, 2021

Synopsis

Restoration of degraded images is an important and effective tool for image processing application areas. Image restoration techniques model the degradation phenomena and then perform inverse process to restore images. In real world, one has to restore the true image by estimating noise in the absence of a priori information about the degradation process. The objective of this book is to present image restoration techniques using fuzzy intelligence. To achieve this objective, this book focuses on the restoration of images corrupted with impulse noise by making tradeoffs between two contradictive objectives namely smoothness and edge preservation. This book presents variety of fuzzy modeling techniques for image restoration along with their quantitative analysis.

"synopsis" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2021
Language
English
ISBN 10 
6203470910
ISBN 13 
9786203470918
Binding
Paperback
Number of pages
120

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