Fix motion blur image by matching reference patch and fusing features using with Zou
Fix motion blur image by matching reference patch and fusing features using with Zou
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image
arXiv paper abstract https://arxiv.org/abs/2307.02875
arXiv PDF paper https://arxiv.org/pdf/2307.02875.pdf
Despite the recent advancement in the study of removing motion blur in an image, it is still hard to deal with strong blurs.
... proposes ... use the information ... in a reference ... utilize an alternative shot of the identical scene, just like in video deblurring, or ... can even employ a distinct image from another scene.
... method first matches local patches of the target and reference images and then fuses their features to estimate a sharp image.
... employ a patch-based feature matching strategy to solve the difficult problem of matching the blurry image with the sharp reference.
... method can be integrated into pre-existing networks designed for single image deblurring.
The experimental results show the effectiveness of the proposed method.
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