FDSR : An Interpretable Frequency Division Stepwise Process Based Single-Image Super-Resolution Network

Deep learning has excelled in single-image super-resolution (SISR) applications, yet the lack of interpretability in most deep learning-based SR networks hinders their applicability, especially in fields like medical imaging that require transparent computation. To address these problems, we present...

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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: 28., Seite 1710-1725
1. Verfasser: Xu, Pengcheng (VerfasserIn)
Weitere Verfasser: Liu, Qun, Bao, Huanan, Zhang, Ruhui, Gu, Lihua, Wang, Guoyin
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