Real-Time Defect Detection for Metal Components: A Fusion of Enhanced Canny–Devernay and YOLOv6 Algorithms

Real-Time Defect Detection for Metal Components: A Fusion of Enhanced Canny–Devernay and YOLOv6 Algorithms

Due to the presence of numerous surface defects, the inadequate contrast between defective and non-defective regions, and the resemblance between noise and subtle defects, edge detection poses a significant challenge in dimensional error detection, leading to increased dimensional measurement inaccu...

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Bibliographic Details
Main Authors: Hongjun Wang, Xiujin Xu, Yuping Liu, Deda Lu, Bingqiang Liang, Yunchao Tang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
machine vision
industrial inspection
defect detection
size measurement
Online Access:https://www.mdpi.com/2076-3417/13/12/6898

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