Despeckling & Object Recognition in Synthetic Aperture RADAR Imagery | A New Approach
Bibek Kumar (u. a.)
ISBN 10: 6206157113 ISBN 13: 9786206157113
Published by LAP LAMBERT Academic Publishing, 2023
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Description:
Despeckling & Object Recognition in Synthetic Aperture RADAR Imagery | A New Approach | Bibek Kumar (u. a.) | Taschenbuch | Englisch | 2023 | LAP LAMBERT Academic Publishing | EAN 9786206157113 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 126812208
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.
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Bibliographic Details
Title: Despeckling & Object Recognition in ...
Publisher: LAP LAMBERT Academic Publishing
Publication Date: 2023
Binding: Taschenbuch
Condition: Neu