Zong-Yin Yang

Data-efficient linear hyperspectral imaging through risk-guided co-design

Computational hyperspectral imaging reconstructs spatial-spectral information from limited optical measurements. Linear reconstructors are efficient and interpretable, but often underperform deep nonlinear models, which typically require substantial training data and computational resources. Here we present a theory-gu...