A novel image enhancement method using fuzzy Sure entropy

doi:10.1016/j.neucom.2015.07.156

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	A novel image enhancement method using fuzzy Sure entropy
	Li, Ce1,2 ; Yang, Yang 1; Xiao, Limei2 ; Li, Yongxin 3; Zhou, Yannan 2; Zhao, Jizhong 1
	2016-11-26
发表期刊	NEUROCOMPUTING
ISSN	0925-2312
卷号	215 页码:196-211
摘要	Image enhancement is a very significant issue in image processing and analysis. In practice, many images (e.g.images captured from X-ray systems) are of low quality, such a slow-luminance and low-contrast, which must be enhanced before further processing. Fuzzy set theory is a useful tool for handling the ambiguity or uncertainty. Many researchers use the maximum Shannon entropy and fuzzy complement for image enhancement. But these methods are easy to be over-enhanced or under-enhanced or time-consuming. In this paper, a flexible method is proposed, which utilizes the maximum fuzzy Sure entropy, fuzzy c-partition and fuzzy complement (MSRM). Furthermore, a positive threshold value selection algorithm is developed to tune the enhancement performance of the proposed method. A variety of highly degraded images have been experimented by the proposed method. The comparisons of those experimental results show that the performance of our method overwhelms those of the existing ones. (C) 2016 Elsevier B.V. All rights reserved.
关键词	Image enhancement Fuzzy set theory Shannon entropy Fuzzy Sure entropy
DOI	10.1016/j.neucom.2015.07.156
收录类别	SCI
语种	英语
资助项目	Gansu Province Basic Research Innovation Group Project[1506RJIA031]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000387300700021
出版者	ELSEVIER SCIENCE BV
引用统计	被引频次：17[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/33539
专题	新能源学院电气工程与信息工程学院
通讯作者	Yang, Yang
作者单位	1.Xi An Jiao Tong Univ, Sch Elect & Informat Engn, 28 Xianning West Rd, Xian 710049, Shaanxi, Peoples R China 2.Lanzhou Univ Technol, Coll Elect & Informat Engn, 287 Langongping Rd, Lanzhou 730050, Gansu, Peoples R China 3.Xi An Jiao Tong Univ, Affiliated Hosp 1, Xian, PR, Peoples R China
第一作者单位	电气工程与信息工程学院
推荐引用方式 GB/T 7714	Li, Ce,Yang, Yang,Xiao, Limei,et al. A novel image enhancement method using fuzzy Sure entropy[J]. NEUROCOMPUTING,2016,215:196-211.
APA	Li, Ce,Yang, Yang,Xiao, Limei,Li, Yongxin,Zhou, Yannan,&Zhao, Jizhong.(2016).A novel image enhancement method using fuzzy Sure entropy.NEUROCOMPUTING,215,196-211.
MLA	Li, Ce,et al."A novel image enhancement method using fuzzy Sure entropy".NEUROCOMPUTING 215(2016):196-211.

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