Robust Single Image Super-Resolution via Deep Networks With Sparse Prior

Single image super-resolution (SR) is an ill-posed problem, which tries to recover a high-resolution image from its low-resolution observation. To regularize the solution of the problem, previous methods have focused on designing good priors for natural images, such as sparse representation, or dire...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 25(2016), 7 vom: 28. Juli, Seite 3194-3207
1. Verfasser: Liu, Ding (VerfasserIn)
Weitere Verfasser: Wang, Zhaowen, Wen, Bihan, Yang, Jianchao, Han, Wei, Huang, Thomas S
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article