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Temporally consistent low-light face video enhancement via video-to-video conditional diffusion

Abstract Low-light face videos suffer from severe noise and detail loss, limiting their use in surveillance and photography applications. To address these challenges, this paper proposes DL-Diff, a novel low-light face video enhancement framework that formulates this task as a conditional video-to-v...

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Autors principals: Xiaofeng Ding, Kailin He, Huo Sun, Juying Yang
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2026-03-01
Col·lecció:Scientific Reports
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Accés en línia:https://doi.org/10.1038/s41598-026-44219-8
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