Stain Defect Classification by Gabor Filter and Dual-Stream Convolutional Neural Network

A stain defect is difficult to detect with the human eye because of its characteristic of having a very minimal difference in brightness with the local area of the surface. Recently, with the development of Deep learning, the Convolutional Neural Network (CNN) based stain defect classification metho...

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Bibliographic Details
Main Authors: Min-Ho Ha, Young-Gyu Kim, Tae-Hyoung Park
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/7/4540