Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN

Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel

Existing approaches for restoring weather-degraded images follow a fully-supervised paradigm and they require paired data for training. However, collecting paired data for weather…