TTST : A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution

Transformer-based method has demonstrated promising performance in image super-resolution tasks, due to its long-range and global aggregation capability. However, the existing Transformer brings two critical challenges for applying it in large-area earth observation scenes: (1) redundant token repre...

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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: 09., Seite 738-752
1. Verfasser: Xiao, Yi (VerfasserIn)
Weitere Verfasser: Yuan, Qiangqiang, Jiang, Kui, He, Jiang, Lin, Chia-Wen, Zhang, Liangpei
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