Watershed distribution equipment infrared thermal image segmentation method based on the morphological marker

被引:0
|
作者
Zhou, Zhicheng [1 ]
Wei, Xu [1 ]
Xie, Tianxi [1 ]
Tang, Zhong [2 ]
Cui, Haoyang [2 ]
机构
[1] Jiangsu Elect Power Co, Res Inst, Nanjing 211103, Jiangsu, Peoples R China
[2] Shanghai Univ Elect Power, Shanghai 200090, Peoples R China
关键词
infrared thermal image segmentation; watershed algorithm; morphological marker;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the process of infrared thermal image segmentation of distribution equipment, efficiency of the segmentation is low; it is easy to appear the over-segmentation phenomenon and cannot better segment the anomaly region of infrared thermal. To solve this problem, starting from the basic principle of the watershed algorithm, an improved watershed algorithm based on morphological marker was proposed. Firstly, the algorithm operate morphological gradient for image to be segmented. Then it extracts the region minimum by using H-minima transform and use minima imposition technology to remark the gradient image. In the end, the marked gradient image was segmented by watershed algorithm. According to the experimental verification of MATLAB, this improved segmentation method has higher feasibility and can successfully extract anomaly region of the infrared thermal image.
引用
收藏
页码:1166 / 1171
页数:6
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