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Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging

Liu, Shuhong et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Astronomical imaging remains noise-limited under practical observing conditions. Standard calibration pipelines remove structured artifacts but largely leave stochastic noise unresolved. Although learning-based denoising has shown strong potential, progress is constrained by scarce paired training d
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