Novel fuzzy clustering-based image segmentation with simultaneous uneven illumination estimation | |
Wei, Wei-Yi1,2; Li, Zhan-Ming1,2; Zhang, Guo-Quan1,2 | |
刊名 | Information Technology Journal
![]() |
2011 | |
卷号 | 10期号:3页码:607-610 |
关键词 | Functions Fuzzy clustering Basis functions Fuzzy C mean Illumination estimation Linear combinations Objective functions Spatial intensity Uneven illuminations |
ISSN号 | 18125638 |
DOI | 10.3923/itj.2011.607.610 |
英文摘要 | The Fuzzy c-Means (FCM) is often used for image segmentation. However, it does not take into account the influence of spatial intensity variations caused by uneven illumination, the precision of image segmentation based on FCM was degraded badly. So, propose a novel robust FCM method free from uneven illumination in this correspondence, which models the uneven illumination influence as a linear combination of a set of basis function and introduce the model into objective function in FCM. So the image segmentation and the uneven illumination estimation are simultaneous achieved. The experiments show that the method proposed is efficient for influence of uneven illumination and can estimate the uneven illumination fields. © 2011 Asian Network for Scientific Information. |
语种 | 英语 |
出版者 | Asian Network for Scientific Information, 308-Lasani Town, Sargodha Road |
内容类型 | 期刊论文 |
源URL | [http://ir.lut.edu.cn/handle/2XXMBERH/111663] ![]() |
专题 | 电气工程与信息工程学院 |
作者单位 | 1.College of Electrical Engineering and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 2.Key Laboratory of Gansu Advanced Control for Industrial Processes, Lanzhou 730050, China |
推荐引用方式 GB/T 7714 | Wei, Wei-Yi,Li, Zhan-Ming,Zhang, Guo-Quan. Novel fuzzy clustering-based image segmentation with simultaneous uneven illumination estimation[J]. Information Technology Journal,2011,10(3):607-610. |
APA | Wei, Wei-Yi,Li, Zhan-Ming,&Zhang, Guo-Quan.(2011).Novel fuzzy clustering-based image segmentation with simultaneous uneven illumination estimation.Information Technology Journal,10(3),607-610. |
MLA | Wei, Wei-Yi,et al."Novel fuzzy clustering-based image segmentation with simultaneous uneven illumination estimation".Information Technology Journal 10.3(2011):607-610. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论