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一种基于机器视觉的米字形结构元素数学形态学滤波方法

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Computer Science and Application 
MI-Cored: A Mathematical Morphological  
Filtering Method by Using Structural  
Element of “M” Glyph Based  
on Machine Vision  
Chunyan Song1, Meng Zhao2  
1Mechanical Engineering College of Yanshan University, Qinhuangdao Hebei  
2Information Science and Engineering College of Yanshan University, Qinhuangdao Hebei  
Received: May 12th, 2017; accepted: May 28th, 2017; published: May 31st, 2017  
Abstract  
With the development of information technology, Machine vision technology which has the ad-  
vantages of accurate, efficient, fast and flexible, receives extensive attention of the public. The ap-  
plication of machine vision technology in industrial production has great potential and effective-  
ness. Due to the manual measurement of the turnout rail size has problems such as low efficiency  
and accuracy, subjective and poor consistency, this paper proposes a new mathematical morpho-  
logical filtering method based on machine vision, called MI-cored which uses a structural element  
of “M” glyph. Through experiments, by using the MI-cored, the resulting image signal has the  
smallest noise-signal ratio and the best effect of noise suppression, which is provided to measure  
the turnout rail size, improves the accuracy of measurement and ensures the quality of turnout  
rail production.  
Keywords  
Machine Vision, Filtering Method, Mathematical Morphological, Structural Element  
MI-Cored:一种基于机器视觉的米字形  
结构元素数学形态学滤波方法  
宋春艳1,赵 孟2  
1燕山大学机械工程学院,河北 秦皇岛  
2燕山大学信息科学与工程学院,河北 秦皇岛  
文章引用: 宋春艳, [J]. 计算机科学与应  
, 2017, 7(5): 438-443

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