Flexible and Diverse Contrastive Learning for Steel Surface Defect Recognition With Few Labeled Samples

Author:

Xu Ying1ORCID,Chen Jiacong1ORCID,Liang Yanyang1ORCID,Zhai Yikui1ORCID,Ying Zilu1ORCID,Zhou Wenlve1ORCID,Genovese Angelo2ORCID,Piuri Vincenzo2ORCID,Scotti Fabio2ORCID

Affiliation:

1. Department of Intelligent Manufacturing, Wuyi University, Jiangmen, China

2. Depatimento di Information, Università degli Studi di Milano, Milan, Italy

Funder

Key Research Projects for Universities of Guangdong Provincial Education Department

Basic and Applied Basic Research Foundation of Guangdong Province

Guangdong, Hong Kong, Macau, and the Greater Bay Area International Science and Technology Innovation Cooperation Project

Jiangmen City Basic and Applied Basic Research Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Reference51 articles.

1. Momentum Contrast for Unsupervised Visual Representation Learning

2. A Generic Deep-Learning-Based Approach for Automated Surface Inspection

3. Improved baselines with momentum contrastive learning;chen;arXiv 2003 04297,2020

4. A simple framework for contrastive learning of visual representations;chen;Proc 37th Int Conf Mach Learn,2020

5. Semi-supervised defect classification of steel surface based on multi-training and generative adversarial network

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