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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Faculty of Science & Natural Resources, UMS
2022
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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 |
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Q300-390 Cybernetics QA150-272.5 Algebra Suzelawati Zenian Intuitionistic Fuzzy Approach in Contrast Image Enhancement |
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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. |
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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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