A 3D Seam Extraction and Tracking Method Based on Binocular Structured Light Sensor

被引:4
作者
Chen, Lu [1 ,2 ]
Li, Xiaohan [1 ]
Zhou, Xiang [1 ,2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Mech Engn, 28 Xianning West Rd, Xian 710049, Shaanxi, Peoples R China
[2] Xian Chishine Optoelect Technol Co Ltd, 69 Jinye Rd, Xian 710077, Shaanxi, Peoples R China
来源
TWELFTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2020) | 2020年 / 11519卷
关键词
3D seam extraction; binocular structured light system; weld seam tracking;
D O I
10.1117/12.2573270
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
To make the robot automatic welding systems more automatic and accurate, the 3D weld seam extraction has become a research hot-spot. In this paper, a seam extraction method for five types of straight-line seam based on point cloud obtained by three-dimensional reconstruction of binocular structured light is proposed. Firstly, the second derivative is used to calculate the inflection point for the rough extraction of seam characteristics. Secondly, according to the shape information of the welding workpiece, the center point of the seam is detected and the least square algorithm is used to fit the seam model. Finally, the 3D welding spot position and pose estimation are solved based on the established mathematical model. The experiments are conducted under five different situations, and the average extraction accuracy of the method can reach 0.19mm. The experimental results indicate that the proposed algorithm can efficiently locate five types of seam and generate the tracking path planning to guide robot manipulation.
引用
收藏
页数:9
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