Flying with Photons: Rendering Novel Views of Propagating Light
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Abstract (arXiv)
We present an imaging and neural rendering technique that seeks to synthesize videos of light propagating through a scene from novel, moving camera viewpoints. Our approach relies on a new ultrafast imaging setup to capture a first-of-its kind, multi-viewpoint video dataset with picosecond-level temporal resolution. Combined with this dataset, we introduce an efficient neural volume rendering framework based on the transient field. This field is defined as a mapping from a 3D point and 2D direction to a high-dimensional, discrete-time signal that represents time-varying radiance at ultrafast timescales. Rendering with transient fields naturally accounts for effects due to the finite speed of light, including viewpoint-dependent appearance changes caused by light propagation delays to the camera. We render a range of complex effects, including scattering, specular reflection, refraction, and diffraction. Additionally, we demonstrate removing viewpoint-dependent propagation delays using a time warping procedure, rendering of relativistic effects, and video synthesis of direct and global components of light transport.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). Builds on 28 of its 83 references that are in the map. First posted on arXiv 9 Apr 2024.
Builds on
28 of 83 references.
References · 28
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16 more
- 2021T"oRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesiscited by 88
- 2022NerfAcc: A General NeRF Acceleration Toolboxcited by 74
- 2020Non-line-of-sight Imagingcited by 41
- 2021Non-line-of-Sight Imaging via Neural Transient Fieldscited by 41
- 2023Neural Microfacet Fields for Inverse Renderingcited by 38
- 2022Eikonal Fields for Refractive Novel-View Synthesiscited by 30
- 2023Nuvo: Neural UV Mapping for Unruly 3D Representationscited by 29
- 2023Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstructioncited by 18
- 2018Non-Line-of-Sight Reconstruction using Efficient Transient Renderingcited by 17
- 2024Towards 3D Vision with Low-Cost Single-Photon Camerascited by 15
- 2023Eclipse: Disambiguating Illumination and Materials using Unintended Shadowscited by 14
- 2016Recent Advances in Transient Imaging: A Computer Graphics and Vision Perspectivecited by 12
- 2023PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidarcited by 9
- 2022Differentiable Transient Renderingcited by 8
- 2022Sampling Neural Radiance Fields for Refractive Objectscited by 6
- 2022Passive Micron-scale Time-of-Flight with Sunlight Interferometrycited by 2
Built on by
Citing papers per year: 2024: 4; 2025: 2; 2026: 1.
7 papers.
- 2024Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGBcited by 10
- 2024Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon Lidarcited by 6
- 2024Radiance Fields from Photonscited by 3
- 2025Recovering Parametric Scenes from Very Few Time-of-Flight Pixelscited by 3
- 2025Neural Inverse Rendering from Propagating Lightcited by 1
- 2024Iterating the Transient Light Transport Matrix for Non-Line-of-Sight Imagingcited by 0
- 2026Resolving Mixed Single-Photon LiDAR Returns for Foreground-View and Hidden Scene Reconstructioncited by 0
- 2026Resolving Mixed Single-Photon LiDAR Returns for Foreground-View and Hidden Scene Reconstruction1 Oct 2026
- 2025Recovering Parametric Scenes from Very Few Time-of-Flight Pixels19 Sep 2025
- 2025Neural Inverse Rendering from Propagating Light5 Jun 2025
- 2024Iterating the Transient Light Transport Matrix for Non-Line-of-Sight Imaging13 Dec 2024
- 2024Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB29 Nov 2024
- 2024Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon Lidar22 Aug 2024
- 2024Radiance Fields from Photons12 Jul 2024