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The Generalized Average Entropy with Applications to some Satellite Image Thresholding

O, Kittaneh
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Type
Supervisor
Subject
Satellites , Microwave communication , Solids , Microwave theory and techniques , Entropy , Internet of Things , Microwave imaging
Date
2023-04-11
Collections
NSMTU - Conference Proceedings
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Abstract
This paper suggests a generalization to the average entropy that was introduced by Kittaneh et. al. [The American Statistician 70 (2016) 1]. Some properties of this generalization are studied and a new fully automated entropy-based multi-level image thresholding method with a solid theoretical background is proposed. The method is applied to several real satellite images and compared with the so-called Otsu’s method. The comparative study shows that the proposed method is comparable to Otsu’s method.
Department
NSMTU
Publisher
IEEE
Sponsor
Effat University
Copyright
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Open Access
http://hdl.handle.net/20.500.14131/1607
DOI
10.1109/IEMECON56962.2023.10092323
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