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Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm

For the problems of poor enhancement effect and long time consuming of the traditional algorithm, an adaptive smoothness constraint image multilevel fuzzy enhancement algorithm based on secondary color-to-grayscale conversion is proposed. By using fuzzy set theory and generalized fuzzy set theory, a...

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Main Authors: Xi, Chu, Zhou, Zhixiang, Yang, Chaoshan, Xiang, Xiaoju
Format: Article
Language:English
Published: Penerbit Universiti Kebangsaan Malaysia 2019
Online Access:http://journalarticle.ukm.my/14467/1/19%20Xi%20Chu.pdf
http://journalarticle.ukm.my/14467/
http://www.ukm.my/jsm/malay_journals/jilid48bil12_2019/KandunganJilid48Bil12_2019.html
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spelling my-ukm.journal.144672020-04-21T02:24:04Z http://journalarticle.ukm.my/14467/ Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm Xi, Chu Zhou, Zhixiang Yang, Chaoshan Xiang, Xiaoju For the problems of poor enhancement effect and long time consuming of the traditional algorithm, an adaptive smoothness constraint image multilevel fuzzy enhancement algorithm based on secondary color-to-grayscale conversion is proposed. By using fuzzy set theory and generalized fuzzy set theory, a new linear generalized fuzzy operator transformation is carried out to obtain a new linear generalized fuzzy operator. By using linear generalized membership transformation and inverse transformation, secondary color-to-grayscale conversion of adaptive smoothness constraint image is performed. Combined with generalized fuzzy operator, the region contrast fuzzy enhancement of adaptive smoothness constraint image is realized, and image multilevel fuzzy enhancement is realized. Experimental results show that the fuzzy degree of the image is reduced by the improved algorithm, and the clarity of the adaptive smoothness constraint image is improved effectively. The time consuming is short, and it has some advantages. Penerbit Universiti Kebangsaan Malaysia 2019-12 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/14467/1/19%20Xi%20Chu.pdf Xi, Chu and Zhou, Zhixiang and Yang, Chaoshan and Xiang, Xiaoju (2019) Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm. Sains Malaysiana, 48 (12). pp. 2777-2785. ISSN 0126-6039 http://www.ukm.my/jsm/malay_journals/jilid48bil12_2019/KandunganJilid48Bil12_2019.html
institution Universiti Kebangsaan Malaysia
building Tun Sri Lanang Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Kebangsaan Malaysia
content_source UKM Journal Article Repository
url_provider http://journalarticle.ukm.my/
language English
description For the problems of poor enhancement effect and long time consuming of the traditional algorithm, an adaptive smoothness constraint image multilevel fuzzy enhancement algorithm based on secondary color-to-grayscale conversion is proposed. By using fuzzy set theory and generalized fuzzy set theory, a new linear generalized fuzzy operator transformation is carried out to obtain a new linear generalized fuzzy operator. By using linear generalized membership transformation and inverse transformation, secondary color-to-grayscale conversion of adaptive smoothness constraint image is performed. Combined with generalized fuzzy operator, the region contrast fuzzy enhancement of adaptive smoothness constraint image is realized, and image multilevel fuzzy enhancement is realized. Experimental results show that the fuzzy degree of the image is reduced by the improved algorithm, and the clarity of the adaptive smoothness constraint image is improved effectively. The time consuming is short, and it has some advantages.
format Article
author Xi, Chu
Zhou, Zhixiang
Yang, Chaoshan
Xiang, Xiaoju
spellingShingle Xi, Chu
Zhou, Zhixiang
Yang, Chaoshan
Xiang, Xiaoju
Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
author_facet Xi, Chu
Zhou, Zhixiang
Yang, Chaoshan
Xiang, Xiaoju
author_sort Xi, Chu
title Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
title_short Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
title_full Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
title_fullStr Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
title_full_unstemmed Adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
title_sort adaptive smoothness constraint image multilevel fuzzy enhancement algorithm
publisher Penerbit Universiti Kebangsaan Malaysia
publishDate 2019
url http://journalarticle.ukm.my/14467/1/19%20Xi%20Chu.pdf
http://journalarticle.ukm.my/14467/
http://www.ukm.my/jsm/malay_journals/jilid48bil12_2019/KandunganJilid48Bil12_2019.html
_version_ 1665895636833140736
score 13.211869

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