Learning Frequency Domain Priors for Image Demoireing

Image demoireing is a multi-faceted image restoration task involving both moire pattern removal and color restoration. In this paper, we raise a general degradation model to describe an image contaminated by moire patterns, and propose a novel multi-scale bandpass convolutional neural network (MBCNN...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 11 vom: 03. Nov., Seite 7705-7717
1. Verfasser: Zheng, Bolun (VerfasserIn)
Weitere Verfasser: Yuan, Shanxin, Yan, Chenggang, Tian, Xiang, Zhang, Jiyong, Sun, Yaoqi, Liu, Lin, Leonardis, Ales, Slabaugh, Gregory
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article