Structure-Aware Motion Deblurring Using Multi-Adversarial Optimized CycleGAN

Recently, Convolutional Neural Networks (CNNs) have achieved great improvements in blind image motion deblurring. However, most existing image deblurring methods require a large amount of paired training data and fail to maintain satisfactory structural information, which greatly limits their applic...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 02., Seite 6142-6155
1. Verfasser: Wen, Yang (VerfasserIn)
Weitere Verfasser: Chen, Jie, Sheng, Bin, Chen, Zhihua, Li, Ping, Tan, Ping, Lee, Tong-Yee
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article