An Efficient Network for Surface Defect Detection

Convolutional neural networks (CNN) have achieved promising performance in surface defect detection recently. Although many CNN-based methods have been proposed, most of them are limited by the few samples available for training, and the imbalance of positive and negative samples. Hence, their detec...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Zesheng Lin, Hongxia Ye, Bin Zhan, Xiaofeng Huang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2020-09-01
Cyfres:Applied Sciences
Pynciau:
convolution neural network
data augmentation
multi-scale cascade connection
surface defect detection
Mynediad Ar-lein:https://www.mdpi.com/2076-3417/10/17/6085
Tagiau: Ychwanegu Tag
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