NeRF-VO: Real-Time Sparse Visual Odometry with Neural Radiance Fields

Jens Naumann, Binbin Xu, Stefan Leutenegger +1

We introduce a novel monocular visual odometry (VO) system, NeRF-VO, that integrates learning-based sparse visual odometry for low-latency camera tracking and a neural radiance sce…