Author

Tatsuya Harada

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#machine learning Jan 2026

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

This work proposes a physics-based noise synthesis framework tailored to CCD noise formation in the telescope, and demonstrates the effectiveness of this framework in both photometric and scientific accuracy.

Shuhong Liu, Xin Ge, Ziying Gu et al. · arXiv.org · 9 citations