Beyond a Gaussian Denoiser : Residual Learning of Deep CNN for Image Denoising

The discriminative model learning for image denoising has been recently attracting considerable attentions due to its favorable denoising performance. In this paper, we take one step forward by investigating the construction of feed-forward denoising convolutional neural networks (DnCNNs) to embrace...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 26(2017), 7 vom: 03. Juli, Seite 3142-3155
1. Verfasser: Zhang, Kai (VerfasserIn)
Weitere Verfasser: Zuo, Wangmeng, Chen, Yunjin, Meng, Deyu, Zhang, Lei
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article