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Robot Target Location Based on the Difference in Monocular Vision Projection

Authors :
Zhaohui Zheng
Yuanyuan Li
Deng Chen
Lei Wang
Jianping Ju
Qiang Zhang
Source :
IEEE Access, Vol 11, Pp 1883-1889 (2023)
Publication Year :
2023
Publisher :
IEEE, 2023.

Abstract

Visual guidance is widely used in industrial robots. At present, the traditional method of template matching and positioning is often used in industrial robots under monocular vision guidance. However, for complex workpieces with height differences, if the angle and position of the workpiece are not consistent with the template, the projection will be different, and the positioning accuracy will be obviously reduced. A new method is proposed to solve this problem by dividing the whole contour of the workpiece and using the weighted method of the contour module to correct and match the workpiece image. First, the contour region of the template image is divided according to the position of the grasping points. Then the weight is assigned according to the distance from each contour region to the grasping points. Then, a fast feature point matching method is used to match the initial image of the workpiece to be measured. Finally, accurate contour matching is carried out for each weighted contour region so that the robot can grasp the object accurately. A large number of experiments show that the method has the design requirements of high stability and high accuracy.

Details

Language :
English
ISSN :
21693536
Volume :
11
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.66d6014b177940768af5cf222546b766
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2022.3225421