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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