Despeckling & Object Recognition in Synthetic Aperture RADAR Imagery

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.

Author: Bibek Kumar, Ranjeet Ranjan, Arshad Husain
Publisher: LAP Lambert Academic Publishing
Published: 04/12/2023
Pages: 156
Binding Type: Paperback
Weight: 0.52lbs
Size: 9.00h x 6.00w x 0.36d
ISBN: 9786206157113

This title is not returnable