Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution

Single Image Super-Resolution (SISR) aims to reconstruct a high-resolution image from its corresponding low-resolution input. A common technique to enhance the reconstruction quality is Non-Local Attention (NLA), which leverages self-similar texture patterns in images. However, we have made a novel...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 10. Dez., Seite 11476-11490
1. Verfasser: Su, Jian-Nan (VerfasserIn)
Weitere Verfasser: Fan, Guodong, Gan, Min, Chen, Guang-Yong, Guo, Wenzhong, Chen, C L Philip
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article