MSF-Net: Multi-Scale Feature Learning Network for Classification of Surface Defects of Multifarious Sizes

MSF-Net: Multi-Scale Feature Learning Network for Classification of Surface Defects of Multifarious Sizes

In the field of surface defect detection, the scale difference of product surface defects is often huge. The existing defect detection methods based on Convolutional Neural Networks (CNNs) are more inclined to express macro and abstract features, and the ability to express local and small defects is...

Full description

Bibliographic Details
Main Authors: Pengcheng Xu, Zhongyuan Guo, Lei Liang, Xiaohang Xu
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
surface defect classification
deep learning
convolutional neural network
multi-scale features
multi-size defects
Online Access:https://www.mdpi.com/1424-8220/21/15/5125

Internet

https://www.mdpi.com/1424-8220/21/15/5125

Similar Items