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.

VisionG06T 17/20G06V 10/44G06V 20/10G06V 20/64G06T 2210/56

AI classification

Vision1.00
Planning0.44
Knowledge representation0.26
AI hardware0.05
Evolutionary computation0.00
Speech0.00
Natural language0.00
Machine learning0.00

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.

From the same owner

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