Optimization based Filtering of Random Valued Impulses: An Algorithmic Approach - Couverture souple

Mukhopadhyay, Somnath; Mandal, J. K.

 
9783847372752: Optimization based Filtering of Random Valued Impulses: An Algorithmic Approach
Couverture souple
ISBN 10 : 3847372750 ISBN 13 : 9783847372752
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

This book describes the concepts of image de noising methods with optimization of the operators through easy-to-understand steps and schematic diagrams. Introductory chapter describes the basics of image processing including various existing methods of image de noising both in spatial and frequency domains. An extensive literature survey along with analysis of the existing schemes and their visual restoration results for the benchmark images are described. Among two most popular noise models, Random Valued Impulse Noise model has been taken for restoration purpose in this book. Filtering methods based on directional weighted minimum variance, all neighbor directional weighted pixels, fixed and variable mask median are presented in this book. Optimizations of the methods are done using two recent stochastic global optimization techniques such as GA and PSO, along with analysis of simulation results and comparisons with recent operators. All of these features make this book ideal for image de noising and related applications in the field of medical, satellite and under water image processing. Practicing engineers would also find this book to be a valuable reference source.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Somnath Mukhopadhyay, M. Tech. (CSE, K.U.), Asst. Prof., Aryabhatta Institute of Engineering & Management Durgapur. Pursuing Ph.D in (Engg., K.U.) & 7 publications. J. K. Mandal, M. Tech. (CS, C.U.),Ph.D.(Engg., J.U.), Dean, FETM, Prof., CSE, K.U., W.B., India, 25 yrs teaching, 200 publications, 8 scholars awarded Ph.D., 1 submitted, 8 pursuing.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3847372750
ISBN 13 
9783847372752
Reliure
Broché
Nombre de pages
148
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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