Distance Measure of Hesitant Fuzzy Sets and its Application in Image Segmentation

被引：0
|
作者：
Wenyi Zeng
Rong Ma
Deqing Li
Qian Yin
Zeshui Xu
机构：
[1] Beijing Normal University,School of Artificial Intelligence
[2] Neusoft Institute Guangdong,Academy of Foundational Education
[3] Sichuan University,Business School
来源：
International Journal of Fuzzy Systems | 2022年 / 24卷
关键词：
Hesitant fuzzy set; Distance measure; Similarity measure; Image segmentation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Hesitant fuzzy set (HFS) is an important tool to describe uncertainty, and many scholars have proposed some different distance measures which are applied in decision-making. In this paper, based on the feature vector introduced by Zeng et al. (in: 2019 15th International Conference on Computational Intelligence and Security (CIS), 2019), we propose the distance measure of hesitant fuzzy elements (sets), investigate its related properties, develop some novel similarity measures of HFSs, and do comparison analysis with the existing similarity measures of HFSs. Finally, we apply them in image segmentation to illustrate that our distance measures and similarity measures are effective.
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收藏
页码：3134 / 3143
页数：9
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