AI RESEARCH
Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging
arXiv CS.LG
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ArXi:2601.23276v3 Announce Type: replace-cross 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