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Mukesh Kumar Singh

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Open access Sep 2026

SHAP-guided dimensionality reduction for hyperspectral imaging in plastic waste sorting.

Hyperspectral imaging captures rich spectral information for polymer identification, but its dimensionality is a barrier to practical optical sensing. We propose a SHapley Additive exPlanations (SHAP)-based band-selection framework that identifies a minimal, physically interpretable set of wavelengths for compact multi...

Mukesh Kumar Singh, A. Thakur · 0 citations

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