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基于直方图峰值的PCB三维CT图像双直方图均衡算法 
引用本文:曾磊,童莉,李中国,田小超,闫镔.基于直方图峰值的PCB三维CT图像双直方图均衡算法 [J].信息工程大学学报,2014,15(3):319-324.
作者姓名:曾磊  童莉  李中国  田小超  闫镔
作者单位:[1]信息工程大学,河南郑州450001 [2]94836部队,江西南昌330201
基金项目:国家自然科学基金资助项目(61372172);国家863计划资助项目(2012AA011603)
摘    要:为了改善PCB三维CT图像的对比度和动态范围,针对目前的双直方图均衡算法无法适应PCB图像特性的问题,提出一种基于直方图峰值的双直方图均衡算法。利用PCB三维CT图像的灰度直方图中的最大值对应于PCB基板的概率最大的先验信息,提出以直方图峰值所对应的灰度值为二分点对直方图进行二分,在其两侧分别进行直方图均衡增强,最后再合并增强结果。实验结果表明算法对PCB三维CT图像更具有针对性,增强效果更好。

关 键 词:直方图均衡  图像增强  三维图像  PCB  CT图像

PCB Three Dimensional CT lmage Enhancement Based on Maximum Histogram Coefficient Bi-Histogram Equalization
ZENG Lei,TONG Li,LI Zhong-guo,TIAN Xiao-chao,YAN Bin.PCB Three Dimensional CT lmage Enhancement Based on Maximum Histogram Coefficient Bi-Histogram Equalization[J].Journal of Information Engineering University,2014,15(3):319-324.
Authors:ZENG Lei  TONG Li  LI Zhong-guo  TIAN Xiao-chao  YAN Bin
Affiliation:1. Information Engineering University, Zhengzhou 450001, China; 2. Unit 94836, Nanehang 330201, China)
Abstract:A bi-histogram equalization algorithm based on the maximum histogram coefficient is proposed to improve contrast and dynamic range of PCB three-dimensional CT images and to eliminate the problem that current bi-histogram equalization algorithms cannot adapt to the characteristics of PCB images. By fully applying the prior knowledge that the maximum histogram coefficient corresponds to the laminate of PCB in all probability, the algorithm proposes to select the gray level with maximum histogram coefficient as the bipartition point. Histogram equalizations are respectively carried out on the both sides of this bipartition gray level. The final image enhancement result unites these two equalizations. Experimental results show that the proposed algorithm can obtain better-per-formance for PCB three-dimensional CT images.
Keywords:histogram equalization  image enhancement  three dimensional image  PCB  CT image
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