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Dual-camera-based method for identification and location of scattered self-plugging rivets for robot grasping

机译:基于双相机的识别方法,用于机器人抓取的散射自堵漏铆钉的位置

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摘要

With the development of robotic vision technology, applications of visual guided robotic grasping and assembly become more and more widespread in aerospace industry. Self-plugging rivet with complex structures plays an important role in connection of aircraft and spacecraft. This paper focus on identification and location of scattered self-plugging rivets for robot automatic grasping. In this paper, the structure and rivet measurement elements are analyzed and the calculation method of grasping point and angle is introduced, firstly. Secondly, the rivet image processing method based on multiple corrosion and expansion operators is proposed, and rivet contour is obtained initially. Thirdly, in order to determine the grasping angle uniquely, a method of multiple times subtraction with mask image is proposed. In addition, the rivets' skeleton lines are rebuilt with binocular and the effects of threshold value are studied. The reconstruction and gripping accuracy is verified through a standard board with marker points. Vision-guided robot rivet grasping experiment succeed finally. Experiment results show our detection algorithm is effective and the grasping system can completely satisfy the industrial requirements. (C) 2018 Elsevier Ltd. All rights reserved.
机译:随着机器人视觉技术的发展,视觉引导机器人抓握和装配在航空航天工业中的应用越来越普遍。具有复杂结构的自堵墙铆钉在飞机和航天器中起着重要作用。本文侧重于散落自堵漏的探测和位置,用于机器人自动抓握。在本文中,分析了结构和铆钉测量元件,首先介绍了抓取点和角度的计算方法。其次,提出了基于多腐蚀和膨胀算子的铆钉图像处理方法,并且最初获得铆钉轮廓。第三,为了唯一地确定抓取角度,提出了一种用掩模图像进行多次减去的方法。此外,铆钉骨架线以双目重建,并研究了阈值的影响。通过标记点的标准板验证重建和抓握精度。愿景导向机器人铆钉掌握实验最后成功。实验结果表明我们的检测算法是有效的,抓握系统可以完全满足工业要求。 (c)2018年elestvier有限公司保留所有权利。

著录项

  • 来源
    《Measurement》 |2019年第2019期|共10页
  • 作者单位

    Nanjing Univ Aeronaut &

    Astronaut Coll Mech &

    Elect Engn Nanjing 210016 Peoples R China;

    Nanjing Univ Aeronaut &

    Astronaut Coll Mech &

    Elect Engn Nanjing 210016 Peoples R China;

    Nanjing Univ Aeronaut &

    Astronaut Coll Mech &

    Elect Engn Nanjing 210016 Peoples R China;

    Nanjing Univ Aeronaut &

    Astronaut Coll Mech &

    Elect Engn Nanjing 210016 Peoples R China;

    Nanjing Univ Aeronaut &

    Astronaut Coll Mech &

    Elect Engn Nanjing 210016 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计量学;
  • 关键词

    Binocular vision; Self-plugging rivet; Identification and location; Robot grasping;

    机译:双筒望远镜;自堵铆钉;识别和位置;机器人抓住;

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