Mukesh Kumar Singh

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...