Integrates a diffusion prior into Richardson-Lucy deconvolution to reduce noise amplification and better preserve filamentous and punctate structures in low-photon fluorescence microscopy.
Noise amplification and ill-convergence of richardson–lucy deconvolution.Nature Communications, 2025
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HazeMatching adapts conditional flow matching with hazy-image guidance to dehaze microscopy images while balancing fidelity and realism on synthetic and real data.
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Improving Richardson--Lucy Deconvolution with Diffusion Priors for Fluorescence Microscopy
Integrates a diffusion prior into Richardson-Lucy deconvolution to reduce noise amplification and better preserve filamentous and punctate structures in low-photon fluorescence microscopy.
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HazeMatching: Dehazing Light Microscopy Images with Guided Conditional Flow Matching
HazeMatching adapts conditional flow matching with hazy-image guidance to dehaze microscopy images while balancing fidelity and realism on synthetic and real data.