Article

A Two-Stage Deep Learning Framework for Automated Corrosion Detection and Severity Estimation in High-Resolution SEM Images

2026-01-27

Abstract excerpt

Accurate detection and severity estimation of corrosion on metallic surfaces is essential for maintaining material integrity and ensuring operational safety in industrial systems. To address limitations in manual inspection methods, this study presents a two-stage deep learning pipeline tailored for high-resolution scanning electron microscopy images. The framework combines instance-level corrosion segmentation us...

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Literature Corpus work: f012547d-5741-5773-8230-2f476efd282d
DOI: 10.20944/preprints202601.1978.v1

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