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

Kumar, Bibek; Ranjan, Ranjeet; Husain, Arshad

ISBN 10: 6206157113 / ISBN 13: 9786206157113

Published by LAP LAMBERT Academic Publishing, 2023

About this Item

Seller Inventory # I-9786206157113

Bibliographic Details

• Title: Despeckling & Object Recognition in Synthetic Aperture RADAR Imagery: A New Approach
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2023
• Language: English
• ISBN 10: 6206157113
• ISBN 13: 9786206157113
• Binding: Soft cover
• Condition: New

About this title

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.