Bilevel optimization learns binary illumination patterns that outperform baselines and end-to-end deep learning for reconstruction in highly undersampled single-pixel imaging on microscopy data.
Near-Optimal Signal Recovery From Random Projec- tions: Universal Encoding Strategies?
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Learning Binary Sampling Patterns for Single-Pixel Imaging using Bilevel Optimisation
Bilevel optimization learns binary illumination patterns that outperform baselines and end-to-end deep learning for reconstruction in highly undersampled single-pixel imaging on microscopy data.