AFFNet: An Attention-Based Feature-Fused Network for Surface Defect Segmentation

AFFNet: An Attention-Based Feature-Fused Network for Surface Defect Segmentation

Recently, deep learning methods have widely been employed for surface defect segmentation in industrial production with remarkable success. Nevertheless, accurate segmentation of various types of defects is still challenging due to their irregular appearance and low contrast with the background. In...

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Bibliographic Details
Main Authors: Xiaodong Chen, Chong Fu, Ming Tie, Chiu-Wing Sham, Hongfeng Ma
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
deep CNN
surface defect segmentation
U-shape architecture
feature attention
feature fusion
Online Access:https://www.mdpi.com/2076-3417/13/11/6428

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https://www.mdpi.com/2076-3417/13/11/6428

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