Towards Lightweight Super-Resolution With Dual Regression Learning

Deep neural networks have exhibited remarkable performance in image super-resolution (SR) tasks by learning a mapping from low-resolution (LR) images to high-resolution (HR) images. However, the SR problem is typically an ill-posed problem and existing methods would come with several limitations. Fi...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 13. Nov., Seite 8365-8379
1. Verfasser: Guo, Yong (VerfasserIn)
Weitere Verfasser: Tan, Mingkui, Deng, Zeshuai, Wang, Jingdong, Chen, Qi, Cao, Jiezhang, Xu, Yanwu, Chen, Jian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article