Neighbor2Neighbor : A Self-Supervised Framework for Deep Image Denoising

In recent years, image denoising has benefited a lot from deep neural networks. However, these models need large amounts of noisy-clean image pairs for supervision. Although there have been attempts in training denoising networks with only noisy images, existing self-supervised algorithms suffer fro...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 10., Seite 4023-4038
1. Verfasser: Huang, Tao (VerfasserIn)
Weitere Verfasser: Li, Songjiang, Jia, Xu, Lu, Huchuan, Liu, Jianzhuang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article