Flying with Photons: Rendering Novel Views of Propagating Light

no code implementations • 9 Apr 2024 • Anagh Malik, Noah Juravsky, Ryan Po, Gordon Wetzstein, Kiriakos N. Kutulakos, David B. Lindell

Combined with this dataset, we introduce an efficient neural volume rendering framework based on the transient field.

Neural Rendering

Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction

no code implementations • NeurIPS 2023 • Anagh Malik, Parsa Mirdehghan, Sotiris Nousias, Kiriakos N. Kutulakos, David B. Lindell

Here, we propose a novel method for rendering transient NeRFs that take as input the raw, time-resolved photon count histograms measured by a single-photon lidar system, and we seek to render such histograms from novel views.

3D Reconstruction Autonomous Driving