Weak Micro-Scratch Detection Based on Deep Convolutional Neural Network

Weak Micro-Scratch Detection Based on Deep Convolutional Neural Network

Metal component surfaces are random textured and non-smooth. There are many stains on the surface of metal component that are similar to the gray scale of the scratches. The scratches have non-uniform gray distribution, various shapes, and low contrast in their background, posing challenges in accur...

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Bibliographic Details
Main Authors: Limei Song, Wenwei Lin, Yan-Gang Yang, Xinjun Zhu, Qinghua Guo, Jiangtao Xi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Deep convolutional neural network
scratch
machine vision
Online Access:https://ieeexplore.ieee.org/document/8653274/

Internet

https://ieeexplore.ieee.org/document/8653274/

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