AADNet: Attention aware Demoir\'eing Network

arXiv:2403.08384v1 Announce Type: new
Abstract: Moire pattern frequently appears in photographs captured with mobile devices and digital cameras, potentially degrading image quality. Despite recent advancements in computer vision, image demoire'ing remains a challenging task due to the dynamic textures and variations in colour, shape, and frequency of moire patterns. Most existing methods struggle to generalize to unseen datasets, limiting their effectiveness in removing moire patterns from real-world scenarios. In this paper, we propose a novel lightweight architecture, AADNet (Attention Aware …

abstract arxiv attention cameras colour computer computer vision cs.cv devices digital dynamic image ing mobile mobile devices network patterns photographs quality struggle type vision