METHOD FOR EXTRACTING ROBOT PROCESSING BOUNDARY OF THIN-WALLED PART WITH SMALL CURVATURE BASED ON THREE-DIMENSIONAL POINT CLOUD
Patent №
US 11,106,932
Granted
2021-08-31
Filed 2020
Owner
HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY
Lab
—
AI components
1
vision
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17059474
The disclosure discloses a method for extracting a boundary of a thin-walled part with small curvature based on three-dimensional point cloud. The method includes: collecting point cloud data of a part to reduce density of the point cloud data, performing Euclidean cluster to divide into point cloud pieces, obtaining triangular mesh surfaces for each point cloud triangulation; extracting a boundary vertex of each triangular mesh surface to obtain a contour thereof, selecting a contour of the part among all contours; searching with each point on the contour as a center to form a three-dimensional boundary point cloud band; projecting the three-dimensional boundary point cloud band to a plane, orderly extracting two-dimensional boundary points within the plane, and arranging corresponding points in the three-dimensional boundary point cloud band according to an order of ordered boundary points within the plane to obtain ordered boundary points in the three-dimensional boundary point cloud band.
AI classification
Ownership
HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY
assignment · 545100544
Assignors
LI, WENLONG, JIANG, CHENG, WANG, GANG, PENG, ZELONG, DING, HAN
On an employer assignment, the assignors are typically the inventors.