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Quantification and prediction of carbon steel surface corrosion based on machine vision

Qiuji Wang, Dequan Wu, Kun Zhou, Haiyan Gong, Suyu Jin, Jinke Wang, Zhibin Chen, Lingwei Ma, Dawei Zhang

2026.1.10npj Materials Degradation

DOI: 10.1038/s41529-025-00729-w

Abstract

Corrosion detection plays a critical role in assessing material degradation and predicting performance changes to ensure equipment safety. Traditional manual inspection

Citation format

WANG, Qiuji, et al. Quantification and prediction of carbon steel surface corrosion based on machine vision. npj Materials Degradation, 2026, 10.