Receptive Field Size vs. Model Depth for Single Image Super-resolution

The performance of single image super-resolution (SISR) has been largely improved by innovative designs of deep architectures. An important claim raised by these designs is that the deep models have large receptive field size and strong nonlinearity. However, we are concerned about the question that...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 25. Sept.
1. Verfasser: Wang, Ruxin (VerfasserIn)
Weitere Verfasser: Gong, Mingming, Tao, Dacheng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article