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DMNet: detail modulation network with gradient-texture guidance for lightweight image super-resolution

Abstract Recently, numerous lightweight image super-resolution methods with low computational complexity have been proposed, achieving a promising trade-off between reconstruction quality and efficiency. However, most existing methods are constrained by their compact network design, making it challe...

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Autors principals: Jingjing Liu, Qi Zhang, Qing Wan, Xiaotian Cheng, Sheng Geng, Weiping Ding
Format: Artigo
Idioma:Inglês
Publicat: Springer 2026-02-01
Col·lecció:Journal of King Saud University: Computer and Information Sciences
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Accés en línia:https://doi.org/10.1007/s44443-026-00526-8
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