Vision Measurement of Gear Pitting under Different Scenes by Deep Mask R-CNN

Vision Measurement of Gear Pitting under Different Scenes by Deep Mask R-CNN

To accurately and quantitatively detect the gear pitting of different levels on the actual site, this paper studies a new vision measurement approach based on a tunable vision detection platform and the mask region-based convolutional neural network (Mask R-CNN). The shooting angle can be properly s...

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Bibliographic Details
Main Authors: Dejun Xi, Yi Qin, Yangyang Wang
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
gear pitting
Mask R-CNN
tunable vision detection platform
machine vision
deep learning
Online Access:https://www.mdpi.com/1424-8220/20/15/4298

Internet

https://www.mdpi.com/1424-8220/20/15/4298

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