Structure from Motion and Neural Radiance Fields

Frank Dellaert

Georgia Institute of Technology, USA

Abstract

3D Reconstruction has undergone a revolution over the last few years. I will talk about some of the basic underlying math of estimating the geometry using bundle adjustment, and then talk about how the NeRF (Neural Radiance Field) revolution has changed the field in many diverse and interesting ways.