| 铝合金MIG焊熔池的脉冲耦合神经网络边缘检测 |
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| 引用本文： | 黄健康,张刚,石玗,樊丁.铝合金MIG焊熔池的脉冲耦合神经网络边缘检测[J].兰州理工大学学报,2011,37(2):14-17. |
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| 作者姓名： | 黄健康 张刚 石玗 樊丁 |
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| 作者单位： | 1. 兰州理工大学,甘肃省有色金属新材料重点实验室,甘肃,兰州,730050
2. 兰州理工大学,有色金属合金及加工教育部重点实验室,甘肃兰州,730050 |
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| 基金项目： | 国家自然科学基金(50805073); 甘肃省自然科学基金(1010RJZA044) |
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| 摘 要： | 针对铝合金MIG焊熔池边缘检测问题,采用脉冲耦合神经网络检测铝合金MIG焊熔池边缘.介绍脉冲耦合神经网络算法的原理,利用MATLAB软件平台进行基于脉冲耦合神经网络的铝合金MIG焊熔池图像的边缘检测,并将结果与用Canny等算子提取的结果进行对比分析.结果表明,应用脉冲耦合神经网络算法进行熔池图像边缘检测是可行的,而且...
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| 关 键 词： | 铝合金MIG焊 脉冲耦合神经网络 熔池边缘提取 |
Welding pool edge detection of aluminum alloy MIG welding by using pulse coupled neural network |
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| HUANG Jian-kang,ZHANG Gang,SHI Yu,FAN Ding.Welding pool edge detection of aluminum alloy MIG welding by using pulse coupled neural network[J].Journal of Lanzhou University of Technology,2011,37(2):14-17. |
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| Authors: | HUANG Jian-kang ZHANG Gang SHI Yu FAN Ding |
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| Institution: | HUANG Jian-kang1,ZHANG Gang2,SHI Yu1,FAN Ding2(1.State Key Laboratory of Gansu Advanced Nonferrous Metal Materials,Lanzhou Univ.of Tech.,Lanzhou 730050,China,2.Key Laboratory of Nonferrous Metal Alloys,The Ministry of Education,China) |
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| Abstract: | Aimed at the problem of detection of welding pool edge of aluminum alloy MIG welding,a method of pulse coupled neural network algorithm was adopted for edge detection of welding pool.The principle of pulse coupled neural network algorithm was introduced first.Then,on the platform of software MATLAB,the edge detection of welding pool image was conducted with pulse coupled neural network.Finally,the detection result obtained with the algorithm presented in this paper and that with canny operator were compared... |
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| Keywords: | aluminum alloy MIG welding pulse coupled neural network welding pool edge extraction |
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