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cs.CV 1

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2026 1

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Deep Light Pollution Removal in Night Cityscape Photographs

cs.CV · 2026-04-10 · unverdicted · novelty 5.0

A deep learning method with an enhanced physical degradation model incorporating anisotropic light spread and hidden skyglow, trained via generative models and synthetic-real coupling, removes light pollution from night cityscape images more effectively than prior restoration techniques.

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  • Deep Light Pollution Removal in Night Cityscape Photographs cs.CV · 2026-04-10 · unverdicted · none · ref 33

    A deep learning method with an enhanced physical degradation model incorporating anisotropic light spread and hidden skyglow, trained via generative models and synthetic-real coupling, removes light pollution from night cityscape images more effectively than prior restoration techniques.