Survey of deep learning to enhance dim images
Survey of deep learning to enhance dim images
Lighting the Darkness in the Deep Learning Era
arXiv paper abstract https://arxiv.org/abs/2104.10729
arXiv PDF paper https://arxiv.org/pdf/2104.10729.pdf
... survey to cover various aspects ranging from algorithm taxonomy to unsolved open issues. ... propose a large-scale low-light image and video dataset ... provide a unified online platform that covers many popular LLIE methods, of which the results can be produced through a user-friendly web interface. In addition to qualitative and quantitative evaluation of existing methods on publicly available and our proposed datasets, we also validate their performance in face detection in the dark. ...
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