DGD-cGAN: A dual generator for image dewatering and restoration

Salma P. González-Sabbagh, Antonio Robles-Kelly, Shang Gao

Abstract: Highlights•A dual generator conditional adversarial network performing underwater image restoration.•Constraining the colour restoration by the underwater image formation model.•Adversarial network training on a small dataset of real-world underwater images.•Implementing machine learning to cope with light attenuation and scattering.