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Optimization based Filtering of Random Valued Impulses

Name: Optimization based Filtering of Random Valued Impulses
Brand: LAP Lambert Academic Publishing
SKU: 9783847372752
Price: 304.15 RON
Availability: InStock

An Algorithmic Approach

Autor: Somnath Mukhopadhyay, J. K. Mandal

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Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

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304.15 lei

This book describes the concepts of image de noising methods with optimization of the operators thro...

Informații despre carte

Autor

Somnath Mukhopadhyay, J. K. Mandal

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2012

Pagini

148

EAN

9783847372752

Enbook ID

06958576

Editura

LAP Lambert Academic Publishing

Greutate

237

Dimensiuni

150 x 220 x 9

Descriere completă

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.

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Optimization based Filtering of Random Valued Impulses

An Algorithmic Approach

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