Survey of low-light image and video enhancement
Survey of low-light image and video enhancement
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond
arXiv paper abstract https://arxiv.org/abs/2212.10772
arXiv PDF paper https://arxiv.org/pdf/2212.10772.pdf
This paper presents a comprehensive survey of low-light image and video enhancement.
… begin with the challenging mixed over-/under-exposed images, which are under-performed by existing methods.
… propose two variants of the SICE dataset named SICE_Grad and SICE_Mix.
… introduce Night Wenzhou, a large-scale, high-resolution video dataset, to address the issue of the lack of a low-light video dataset that discount the use of low-light image enhancement (LLIE) to videos.
The Night Wenzhou dataset is challenging since it consists of fast-moving aerial scenes and streetscapes with varying illuminations and degradation.
… conduct extensive key technique analysis and experimental comparisons for representative LLIE approaches using these newly proposed datasets and the current benchmark datasets …
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