Transforming Image Super-Resolution : A ConvFormer-Based Efficient Approach

Recent progress in single-image super-resolution (SISR) has achieved remarkable performance, yet the computational costs of these methods remain a challenge for deployment on resource-constrained devices. In particular, transformer-based methods, which leverage self-attention mechanisms, have led to...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 18., Seite 6071-6082
Auteur principal: Wu, Gang (Auteur)
Autres auteurs: Jiang, Junjun, Jiang, Junpeng, Liu, Xianming
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article