首页|An accurate pose measurement method of workpiece based on rapid extraction of local feature points

An accurate pose measurement method of workpiece based on rapid extraction of local feature points

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Ceramic sanitary products with complex curved surfaces are generally fragile and difficult to clamp.If the industrial robot is utilized to realize the automatic grinding of such products,the precise positioning of the product is required firstly.In this paper,an accurate pose measurement system for complex curved surface parts is designed by point cloud registration algorithm.In order to improve the stability of the system,this paper combines the advantages of normal vector features and fast point feature histogram(FPFH)features,and proposes a point cloud registration algo-rithm based on the rapid extraction of local feature points.Experimental results verify that the improved algorithm has improved both efficiency and accuracy,and the system can effectively achieve accurate positioning of products.

ZHANG Jiangtao、QIAO Zhifeng、WANG Shihao

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Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control,School of Mechanical Engineering,Tianjin University of Technology,Tianjin 300384,China

National Demonstration Center for Experimental Mechanical and Electrical Engineering Education,Tianjin Uni-versity of Technology,Tianjin 300384,China

Tianjin Key Research and Development ProjectTianjin Science and Technol-ogy Major Project and Engineering ProjectTianjin Enterprise Science and Technology Commissioner Project

19YFSLQY0005019ZXZNGX0010020YDTPJC00790

2022

光电子快报(英文版)
天津理工大学

光电子快报(英文版)

EI
影响因子:0.641
ISSN:1673-1905
年,卷(期):2022.18(6)
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