Intuitionistic Fuzzy Approach in Contrast Image Enhancement

This study applied the intuitionistic fuzzy set approach based on optimum value of entropy derived from some equations. The membership and non-membership functions are computed for the grayscale images. Moreover, the modification of membership function is obtained by using intuitionistic fuzzy entro...

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Main Author: Suzelawati Zenian
Format: Proceedings
Language:English
English
Published: Faculty of Science & Natural Resources, UMS 2022
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/40591/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/40591/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/40591/
https://www.ums.edu.my/fssa/index.php/research/conference-publication
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Institution: Universiti Malaysia Sabah
Language: English
English
id my.ums.eprints.40591
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spelling my.ums.eprints.405912024-08-09T00:21:29Z https://eprints.ums.edu.my/id/eprint/40591/ Intuitionistic Fuzzy Approach in Contrast Image Enhancement Suzelawati Zenian Q300-390 Cybernetics QA150-272.5 Algebra This study applied the intuitionistic fuzzy set approach based on optimum value of entropy derived from some equations. The membership and non-membership functions are computed for the grayscale images. Moreover, the modification of membership function is obtained by using intuitionistic fuzzy entropy. The result shows that the entropy-based intuitionistic fuzzy enhancement method gives good-quality images as the Structural Similarity Index Measure (SSIM) values are closed to 1. Faculty of Science & Natural Resources, UMS 2022 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/40591/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/40591/2/FULL%20TEXT.pdf Suzelawati Zenian (2022) Intuitionistic Fuzzy Approach in Contrast Image Enhancement. https://www.ums.edu.my/fssa/index.php/research/conference-publication
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic Q300-390 Cybernetics
QA150-272.5 Algebra
spellingShingle Q300-390 Cybernetics
QA150-272.5 Algebra
Suzelawati Zenian
Intuitionistic Fuzzy Approach in Contrast Image Enhancement
description This study applied the intuitionistic fuzzy set approach based on optimum value of entropy derived from some equations. The membership and non-membership functions are computed for the grayscale images. Moreover, the modification of membership function is obtained by using intuitionistic fuzzy entropy. The result shows that the entropy-based intuitionistic fuzzy enhancement method gives good-quality images as the Structural Similarity Index Measure (SSIM) values are closed to 1.
format Proceedings
author Suzelawati Zenian
author_facet Suzelawati Zenian
author_sort Suzelawati Zenian
title Intuitionistic Fuzzy Approach in Contrast Image Enhancement
title_short Intuitionistic Fuzzy Approach in Contrast Image Enhancement
title_full Intuitionistic Fuzzy Approach in Contrast Image Enhancement
title_fullStr Intuitionistic Fuzzy Approach in Contrast Image Enhancement
title_full_unstemmed Intuitionistic Fuzzy Approach in Contrast Image Enhancement
title_sort intuitionistic fuzzy approach in contrast image enhancement
publisher Faculty of Science & Natural Resources, UMS
publishDate 2022
url https://eprints.ums.edu.my/id/eprint/40591/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/40591/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/40591/
https://www.ums.edu.my/fssa/index.php/research/conference-publication
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