Generative Radiance Fields Restoration: A Generic Pipeline for Recovering High-Quality 3D Scenes from Degraded Multi-View Images
A generic radiance fields restoration pipeline that can effectively handle various types of image degradations, such as low resolution, blurriness, noise, and mixed degradation, by leveraging the success of off-the-shelf 2D restoration methods and modeling the distribution of high-quality NeRF models using a generative adversarial approach.