Image Super-Resolution via Efficient Transformer Embedding Frequency Decomposition With Restart

Recently, transformer-based backbones show superior performance over the convolutional counterparts in computer vision. Due to quadratic complexity with respect to the token number in global attention, local attention is always adopted in low-level image processing with linear complexity. However, t...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 29., Seite 4670-4685
1. Verfasser: Zuo, Yifan (VerfasserIn)
Weitere Verfasser: Yao, Wenhao, Hu, Yuqi, Fang, Yuming, Liu, Wei, Peng, Yuxin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article