SALVE

Self-supervised Adaptive Low-light Video Enhancement

This repo containes codes for SALVE which is a self-supervised adaptive low-light video enhancement method. Paper can be found on https://arxiv.org/abs/2009.01385.

Please cite the following reference if you use SALVE:

@article{azizi2022salve,
  title={SALVE: Self-supervised Adaptive Low-light Video Enhancement},
  author={Azizi, Zohreh and Kuo, C-C Jay},
  journal={arXiv preprint arXiv:2212.11484},
  year={2022}
}

Usage

• Clone the repo and cd to it.
• Run conda env create -f salve.yml to install the dependencies.
• Run conda activate salve.
• Place the folder coontaining frames of the dark video into dark folder. (If you need to synthesize dark frames from normal-light frames, use darken.py.)
• Run main.py to enhnace the video.
• Find the enhanced frames in enhanced folder.