Image enhancement based on intuitionistic fuzzy sets theory
文献类型：期刊论文
| 作者 | Deng, He1,2; Sun, Xianping1; Liu, Maili1; Ye, Chaohui1; Zhou, Xin1 |
| 刊名 | IET IMAGE PROCESSING
 |
| 出版日期 | 2016-10-01 |
| 卷号 | 10期号:10页码:701-709 |
| 关键词 | fuzzy set theory image enhancement edge detection image enhancement intuitionistic fuzzy sets theory weak edges imaging applications defuzzification operations hyperbolisation operations region of interest ROI |
| 英文摘要 | Enhancement of images with weak edges faces great challenges in imaging applications. In this study, the authors propose a novel image enhancement approach based on intuitionistic fuzzy sets. The proposed method first divides an image into sub-object and sub-background areas, and then successively implements new fuzzification, hyperbolisation, and defuzzification operations on each area. In this way, an enhanced image is obtained, where the visual quality of region of interest (ROI) is significantly improved. Several types of images are utilised to validate the proposed method with respect to the enhancement performance. Experimental results demonstrate that the proposed algorithm not only works more stably for different types of images, but also has better enhancement performance, in comparison to conventional methods. This is a great merit of such design for discerning specific ROIs. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Electrical & Electronic |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | HISTOGRAM EQUALIZATION ; ENTROPY ; ALGORITHMS ; LOGIC |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000385563600003 |
| 源URL | [http://ir.wipm.ac.cn/handle/112942/9599]  |
| 专题 | 武汉物理与数学研究所_磁共振基础研究部 |
| 作者单位 | 1.Chinese Acad Sci, Wuhan Inst Phys & Math, Natl Ctr Magnet Resonance Wuhan, State Key Lab Magnet Resonance & Atom & Mol Phys, Wuhan 430071, Peoples R China 2.Hubei Key Lab Med Informat Anal & Tumor Diag & Tr, Wuhan 430074, Peoples R China |
| 推荐引用方式 GB/T 7714 | Deng, He,Sun, Xianping,Liu, Maili,et al. Image enhancement based on intuitionistic fuzzy sets theory[J]. IET IMAGE PROCESSING,2016,10(10):701-709. |
| APA | Deng, He,Sun, Xianping,Liu, Maili,Ye, Chaohui,&Zhou, Xin.(2016).Image enhancement based on intuitionistic fuzzy sets theory.IET IMAGE PROCESSING,10(10),701-709. |
| MLA | Deng, He,et al."Image enhancement based on intuitionistic fuzzy sets theory".IET IMAGE PROCESSING 10.10(2016):701-709. |
入库方式： OAI收割
来源：武汉物理与数学研究所
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