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Research on Vision-based Intelligent Detection Method of Circle Features

Authors :
Zhijin Wang
Zemin Fu
Source :
Journal of Physics: Conference Series. 1684:012097
Publication Year :
2020
Publisher :
IOP Publishing, 2020.

Abstract

Aiming at the low efficiency and low accuracy of traditional manual detection of workpiece circular features, a machine vision method is proposed to accurately detect circular features. By adopting algorithms such as iterative threshold segmentation, generating XLD contours, selecting feature contours and random Hough transforms, single or multiple circles on the workpiece can be quickly detected. Experiments show that the detection is efficient and accurate, and can meet the detection needs of industry.

Details

ISSN :
17426596 and 17426588
Volume :
1684
Database :
OpenAIRE
Journal :
Journal of Physics: Conference Series
Accession number :
edsair.doi...........48876fe8c7560df1c994ef16bd41d1ba
Full Text :
https://doi.org/10.1088/1742-6596/1684/1/012097