An improved method for swing measurement based on monocular vision to the payload of overhead crane

被引:11
|
作者
Huang, Jinling [1 ]
Xu, Weimin [1 ]
Zhao, Weiwei [1 ]
Yuan, Hesong [1 ]
机构
[1] Shanghai Maritime Univ, Engn Minist Commun, Key Lab Marine Technol & Control, 1550 Harbor Ave, Shanghai, Peoples R China
关键词
Overhead crane; swing angle measurement; real-time detection; image processing; blurred image; CONTROLLER; FEEDBACK; GANTRY;
D O I
10.1177/0142331220921318
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to solve the problem that the blurred image of a moving object decreases accuracy in the process of detecting the payload swing angle of an overhead crane based on vision, and the tracking failure caused by the drastic change of grey targets, a robust real-time detection method of the load swing angle of a bridge crane is proposed. This method uses a spherical marker attached to the load, which is insensitive to rotation and tilt when it is detected. First, it uses the mean shift algorithm combined with Kalman filter to track the moving objects in the image plane continuously, and then integrates the method of minimum area circle to detect the spherical marker image in the region of interest accurately and quickly. Finally, combined with the geometric method, the real-time swing angle is calculated. In addition, the angle diagram method is used to increase the speed of calculating the swing angle. The experimental results show that the method is effective for detecting the load target swing angle of different trolley motion speed.
引用
收藏
页码:50 / 59
页数:10
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