| 机械零件二维几何特征视觉检测系统研究与开发 |
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| 引用本文： | 朱晓林,高诚辉,何炳蔚,黄敏纯.机械零件二维几何特征视觉检测系统研究与开发[J].中国工程机械学报,2010,8(2):199-203. |
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| 作者姓名： | 朱晓林 高诚辉 何炳蔚 黄敏纯 |
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| 作者单位： | 1. 福州大学机械工程及自动化学院,福建,福州,350108;福建省制造业数字化设计工程研究中心,福建,福州,350002
2. 福州大学机械工程及自动化学院,福建,福州,350108 |
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| 基金项目： | 福建省重大科技资助项目，福州市科技计划资助项目，福州大学资助项目 |
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| 摘 要： | 通过对机械零件二维几何特征计算机视觉检测技术的研究,搭建了视觉检测硬件系统.并从机械零件的二维几何特征入手,将改进后的Canny算子、Hough变换和中点画圆算法等理论应用到系统的研究开发中,以MATLAB作为开发平台,开发出视觉检测软件系统,从而实现被加工机械零件的实时在线检测.最后,通过实验验证该系统的可行性和有效性.
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| 关 键 词： | 视觉检测系统 MATLAB 几何特征检测 尺寸标注 |
Investigation into vision detection system for 2D geometric features of mechanical parts |
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| ZHU Xiao-lin,GAO Cheng-hui,HE Bing-wei,HUANG Min-chun.Investigation into vision detection system for 2D geometric features of mechanical parts[J].Chinese Journal of Construction Machinery,2010,8(2):199-203. |
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| Authors: | ZHU Xiao-lin GAO Cheng-hui HE Bing-wei HUANG Min-chun |
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| Affiliation: | 1.College of Mechanical Engineering and Automation,Fuzhou University,Fuzhou 350108,China;2.Fujian Provincial Research Center of Digital Design for Manufacturing,Fuzhou 350002,China) |
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| Abstract: | By investigating the computer vision detection techniques for geometric features of 2D mechanical parts,a hardware-enabled vision detection system is established.Accordingly,the improved Canny operator,Hough transform and midpoint circle-producing algorithm are adapted in this system.Based on MATLABTM development platform,the software-enabled vision detection system is formed.In so doing,the system feasibility and effectiveness are verified via experiments. |
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| Keywords: | MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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