Despeckling & Object Recognition in Synthetic Aperture RADAR Imagery: A New Approach - Couverture souple

Kumar, Bibek; Ranjan, Ranjeet; Husain, Arshad

 
9786206157113: Despeckling & Object Recognition in Synthetic Aperture RADAR Imagery: A New Approach
Couverture souple
ISBN 10 : 6206157113 ISBN 13 : 9786206157113
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

This book covers the contents of my Ph.D work. The despeckling concept of synthetic aperture radar (SAR) imagery and object recognition and classification of the SAR imagery dataset has been covered. The various available literature with their pros and cons and tried to overcome them with a new approach by utilizing some optimization methods has been explained. The SAR image despeckling process has been covered by introducing a new framework in which I have applied a fruit fly optimization algorithm to enhance the execution time and also improved the smoothness of the images without losing any image information. Different machine learning algorithms have been used to compare the classification result based on original SAR imagery and despeckled SAR imagery. Experimental results depict found the improved performance in terms of different parameters.

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

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6206157113
ISBN 13 
9786206157113
Reliure
Broché
Nombre de pages
156
Coordonnées du fabricant
non disponible
Personne responsable
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