| 基于机器视觉的零件颜色识别系统 |
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| 引用本文： | 张小洁,张文新. 基于机器视觉的零件颜色识别系统[J]. 西北纺织工学院学报, 2012, 0(4): 490-493 |
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| 作者姓名： | 张小洁 张文新 |
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| 作者单位： | [1]陕西工业职业技术学院电气工程学院,陕西咸阳712000 [2]中国人民解放军96512部队,陕西宝鸡721000 |
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| 摘 要： | 以Visual C＋＋6.0作为软件开发平台,以开源的OpenCV作为辅助的图像处理库,组建系统的硬件系统,实现了对工业自动生产线上的零件图像的采集和处理.该系统能对不同颜色的零件进行识别,为后续零件的筛选和分类奠定了基础.实验证明,采用机器视觉对零件颜色进行在线识别,不但检测精度高,而且能够满足生产线上实时性的要求.
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| 关 键 词： | 机器视觉 颜色识别 阈值 二值化 |
Components color recognition system based on machine vision |
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| ZHANG Xiao-jie,ZHANG Wen-xin. Components color recognition system based on machine vision[J]. Journal of Northwest Institute of Textile Science and Technology, 2012, 0(4): 490-493 |
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| Authors: | ZHANG Xiao-jie ZHANG Wen-xin |
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| Affiliation: | 1.Electrical Engineering Department,Shaanxi Polytechnic Institute,Xianyang,Shaanxi 712000,China; 2.96512 Troops,People′s Liberation Army,Baoji,Shaanxi 721000,China) |
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| Abstract: | Taking the Visual C＋＋6.0 as software development platform and the OpenCV as assisted image processing library,a kind of components color recognition systerm in automatic production line is designed.The online parts image acquisition and processing are realized,and the different colors parts can be identified.It is proved that the systerm has high detection precision and can meet the real-time requirements of the production line. |
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| Keywords: | machine vision color recognition threshold binarization |
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