A Deep Self-Attention Residual Convolutional Neural Network for Automatic Recognition of Aluminum Profile Surface Defects

Author:

Shi Zhengjin1,Xie Feng1,Huang Zheng2,Wang Bolun1,Liu Zihong1,Bai Shiyu1

Affiliation:

1. Shenyang Ligong University,School of Automation and Electrical Engineering,Shenyang,China

2. University of Chinese Academy of Sciences,Beijing,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference14 articles.

1. Two-Stream Convolutional Neural Network Based on Gradient Image for Aluminum Profile Surface Defects Classification and Recognition

2. Deep Residual Learning for Image Recognition

3. Attention is all you need;vaswani,2017

4. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;International Conference on Machine Learning,2015

5. Adam Optimization Algorithm for Wide and Deep Neural Network

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