A System for Acquiring, Processing, and Rendering Panoramic Light Field Stills for Virtual Reality
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Abstract (arXiv)
We present a system for acquiring, processing, and rendering panoramic light field still photography for display in Virtual Reality (VR). We acquire spherical light field datasets with two novel light field camera rigs designed for portable and efficient light field acquisition. We introduce a novel real-time light field reconstruction algorithm that uses a per-view geometry and a disk-based blending field. We also demonstrate how to use a light field prefiltering operation to project from a high-quality offline reconstruction model into our real-time model while suppressing artifacts. We introduce a practical approach for compressing light fields by modifying the VP9 video codec to provide high quality compression with real-time, random access decompression. We combine these components into a complete light field system offering convenient acquisition, compact file size, and high-quality rendering while generating stereo views at 90Hz on commodity VR hardware. Using our system, we built a freely available light field experience application called Welcome to Light Fields featuring a library of panoramic light field stills for consumer VR which has been downloaded over 15,000 times.
Key facts. Cited by 24 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Oct 2018.
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Citing papers per year: 2021: 5; 2022: 4; 2023: 5; 2024: 7; 2025: 2; 2026: 1.
24 papers.
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- 2021Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fieldscited by 2,013
- 2021Hallucinated Neural Radiance Fields in the Wildcited by 130
- 2021HDR-NeRF: High Dynamic Range Neural Radiance Fieldscited by 113
- 2021T"oRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesiscited by 88
- 2023VR-NeRF: High-Fidelity Virtualized Walkable Spacescited by 86
- 2023Balanced Spherical Grid for Egocentric View Synthesiscited by 29
- 2024PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splattingcited by 23
- 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmarkcited by 20
- 2023Local Implicit Ray Function for Generalizable Radiance Field Representationcited by 19
- 2021Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Networkcited by 13
- 20243D Scene Geometry Estimation from 360^circ Imagery: A Surveycited by 11
- 20254DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streamingcited by 11
12 more
- 2022Casual 6-DoF: free-viewpoint panorama using a handheld 360 cameracited by 7
- 2023NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Resultscited by 7
- 2024OmniLocalRF: Omnidirectional Local Radiance Fields from Dynamic Videoscited by 5
- 2024LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extractioncited by 2
- 2022Geo-NI: Geometry-aware Neural Interpolation for Light Field Renderingcited by 1
- 2022Stereo Unstructured Magnification: Multiple Homography Image for View Synthesiscited by 0
- 2022A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularizationcited by 0
- 2023View Adaptive Light Field Deblurring Networks with Depth Perceptioncited by 0
- 2024Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstructioncited by 0
- 2024Real-Time Position-Aware View Synthesis from Single-View Inputcited by 0
- 2025SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimizationcited by 0
- 2026STAR: Structure-aware Test-time Adaptation for diffusion-based light field Reconstructioncited by 0
- 2026STAR: Structure-aware Test-time Adaptation for diffusion-based light field Reconstruction17 Sep 2026
- 2025SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimization17 Oct 2025
- 20254DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streaming22 Sep 2025
- 2024Real-Time Position-Aware View Synthesis from Single-View Input18 Dec 2024
- 2024PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting16 Dec 2024
- 2024LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extraction26 Sep 2024
- 2024Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction20 May 2024
- 2024OmniLocalRF: Omnidirectional Local Radiance Fields from Dynamic Videos31 Mar 2024
- 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark27 Mar 2024
- 20243D Scene Geometry Estimation from 360^circ Imagery: A Survey17 Jan 2024
- 2023VR-NeRF: High-Fidelity Virtualized Walkable Spaces5 Nov 2023
- 2023Local Implicit Ray Function for Generalizable Radiance Field Representation25 Apr 2023
12 more
- 2023NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results20 Apr 2023
- 2023Balanced Spherical Grid for Egocentric View Synthesis22 Mar 2023
- 2023View Adaptive Light Field Deblurring Networks with Depth Perception13 Mar 2023
- 2022Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering20 Jun 2022
- 2022A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization9 Jun 2022
- 2022Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis1 Apr 2022
- 2022Casual 6-DoF: free-viewpoint panorama using a handheld 360 camera31 Mar 2022
- 2021Hallucinated Neural Radiance Fields in the Wild30 Nov 2021
- 2021HDR-NeRF: High Dynamic Range Neural Radiance Fields29 Nov 2021
- 2021Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields23 Nov 2021
- 2021T"oRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis30 Sep 2021
- 2021Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network14 Apr 2021
- 2021Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fieldscited by 2,013
- 2021Hallucinated Neural Radiance Fields in the Wildcited by 130
- 2021HDR-NeRF: High Dynamic Range Neural Radiance Fieldscited by 113
- 2021T"oRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesiscited by 88
- 2023VR-NeRF: High-Fidelity Virtualized Walkable Spacescited by 86
- 2023Balanced Spherical Grid for Egocentric View Synthesiscited by 29
- 2024PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splattingcited by 23
- 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmarkcited by 20
- 2023Local Implicit Ray Function for Generalizable Radiance Field Representationcited by 19
- 2021Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Networkcited by 13
- 20243D Scene Geometry Estimation from 360^circ Imagery: A Surveycited by 11
- 20254DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streamingcited by 11
12 most cited of 24 All 24 (JSON)
- 2026STAR: Structure-aware Test-time Adaptation for diffusion-based light field Reconstruction17 Sep 2026
- 2025SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimization17 Oct 2025
- 20254DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streaming22 Sep 2025
- 2024Real-Time Position-Aware View Synthesis from Single-View Input18 Dec 2024
- 2024PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting16 Dec 2024
- 2024LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extraction26 Sep 2024
- 2024Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction20 May 2024
- 2024OmniLocalRF: Omnidirectional Local Radiance Fields from Dynamic Videos31 Mar 2024
- 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark27 Mar 2024
- 20243D Scene Geometry Estimation from 360^circ Imagery: A Survey17 Jan 2024
- 2023VR-NeRF: High-Fidelity Virtualized Walkable Spaces5 Nov 2023
- 2023Local Implicit Ray Function for Generalizable Radiance Field Representation25 Apr 2023
12 newest of 24 All 24 (JSON)