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Open access 2026

Cross-Dataset Band Selection and Model Generalization for Hyperspectral Plastic Classification

Hyperspectral imaging enhances plastic classification, requiring robust bands and models across sensors, scenes, and acquisition conditions to enable scalable monitoring. However, most studies rely on single datasets or controlled conditions, and band-selection methods and classifiers often fail to generalize across he...

Ámbar Pérez-García, Adam El Bergui, Alice Porebski et al. · 0 citations
Open access Aug 2026

From hyperspectral to multispectral: Robust corrosion detection in iron and steel using minimal bands

Abstract Corrosion in iron and steel structures is a major challenge in coastal environments, where exposure to saline conditions accelerates material degradation and demands continuous monitoring. Multispectral cameras are a promising tool for detecting corrosion in a noninvasive, noncontact, accurate, and fast manner...

Emma Hernández-Suárez, Ámbar Pérez-García, Adrián Rodríguez-Molina et al. · 0 citations

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