Matthew Haines

SaLF: Sparse Local Fields for Multi-Sensor Rendering in Real-Time

High-fidelity sensor simulation of light-based sen- sors such as cameras and LiDARs is critical for safe and accurate autonomy testing. Neural radiance field (NeRF)-based methods that reconstruct sensor observations via ray-casting of implicit representations have demonstrated accurate simulation of…