CNN-BASED LUMINANCE AND COLOR CORRECTION FOR ILL-EXPOSED IMAGES

Saturation/underexposure/declipping CNN

C. R. Steffens, V. Huttner, L. R. V. Messias, P. L. J. Drews-Jr and S. S. C. Botelho, R. S. Guerra

If this work helps you in any way, please cite.

@inproceedings{steffens2019cnn,
  title={CNN-Based Luminance And Color Correction For ILL-Exposed Images},
  author={Steffens, CR and Huttner, V and Messias, LRV and Drews, PLJ and Botelho, SSC and Guerra, RS},
  booktitle={2019 IEEE International Conference on Image Processing (ICIP)},
  pages={3252--3256},
  year={2019},
  organization={IEEE}
}

We have also released a dataset to evaluate image restoration models on pairs of ill / properly exposed images.

You can get it at A6300 Multi-Exposure Dataset.