Research on alien wheel spherical distance size measurement algorithm based on machine vision

Aiming at the current situation that manual measurement of alien wheel raceway span size takes a long time and low measurement accuracy, this paper proposes a machine vision alien wheel raceway span size measurement algorithm, and studies the cross-spherical size measurement method based on the software HALCON machine vision algorithm with the standard alien wheel as the object. The edges_sub _pix subpixel edge detection operator is introduced to extract the subpixel edge through the canny filter, and secondly, the extracted sub-edge pixels are processed by contour screening and contour combination, and the combined XLD profile fo1mat is converted to regional region format, and the size fitting of the inner surface contour is performed. Through repeated measurements, the non-contact measurement method based on machine vision realizes fast and accurate measurement of the basic parameters of the alien wheel within the dimensional error range of0.05mm.

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Publication Details

Published
2024-08-05
DOI
https://doi.org/10.1117/12.3039186
Citations
1
Primary Topic
Advanced Measurement and Detection Methods
Type
article
Field-Weighted Citation Impact
0.21
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article

Research on alien wheel spherical distance size measurement algorithm based on machine vision

Yingjie Qin, Dongmei Liu, Hua Niu, Linfei Quan
1 citations
Advanced Measurement and Detection Methods
0.21
article

Research on alien wheel spherical distance size measurement algorithm based on machine vision

Yingjie Qin, Dongmei Liu, Hua Niu, Linfei Quan
article en
1 citations

Abstract

Aiming at the current situation that manual measurement of alien wheel raceway span size takes a long time and low measurement accuracy, this paper proposes a machine vision alien wheel raceway span size measurement algorithm, and studies the cross-spherical size measurement method based on the software HALCON machine vision algorithm with the standard alien wheel as the object. The edges_sub _pix subpixel edge detection operator is introduced to extract the subpixel edge through the canny filter, and secondly, the extracted sub-edge pixels are processed by contour screening and contour combination, and the combined XLD profile fo1mat is converted to regional region format, and the size fitting of the inner surface contour is performed. Through repeated measurements, the non-contact measurement method based on machine vision realizes fast and accurate measurement of the basic parameters of the alien wheel within the dimensional error range of0.05mm.

Changchun University (CN)
Openalex Percentile: Top 50%
Advanced Measurement and Detection Methods
0.21
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Research on alien wheel spherical distance size measurement algorithm based on machine vision — Yingjie Qin, Dongmei Liu, et al. · (2024) | TGRS Research Map | TGRS