3DV 2021: Tutorial on the Advances in Neural Rendering
2021, Nov 29
Michael Zollhöfer
Ayush Tewari
Vincent Sitzmann
Gordon Wetzstein
Christoph Lassner
Lingjie Liu
Justus Thies
Neural rendering is a fast evolving field at the intersection of computer graphics and computer vision. In this tutorial, we will talk about the advances in neural rendering, especially the underlying 2D and 3D representations that allow for novel viewpoint synthesis, controllability and editability. Specifically, we will discuss neural rendering methods based on 2D GANs, techniques using 3D Neural Radiance Fields or learnable sphere proxies. Besides methods that handle static content, we will talk about dynamic content as well.
The tutorial is based on our two state-of-the-art reports:
[Video]