SDIP is a zero-shot DIP method using sequential autoencoding regularization for denoising followed by Richardson-Lucy-guided DIP for deconvolution, reporting improved SNR and resolution on BioSR cellular structures.
Spatial redundancy transformer for self-supervised fluorescence image denoising,
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A Zero-Shot Deep Image Prior Framework for Denoising and Deconvolution in Fluorescence Microscopy
SDIP is a zero-shot DIP method using sequential autoencoding regularization for denoising followed by Richardson-Lucy-guided DIP for deconvolution, reporting improved SNR and resolution on BioSR cellular structures.