Untrained SIREN-based implicit neural representations, optionally initialized by prior embedding, outperform Deep Decoder and low-shot decoder baselines on simulated lensless deblurring.
Reconstruct- ing synthetic lensless images in the low-data regime.,
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Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime
Untrained SIREN-based implicit neural representations, optionally initialized by prior embedding, outperform Deep Decoder and low-shot decoder baselines on simulated lensless deblurring.