mlsanityData to 7 Oct 2026

A System for Acquiring, Processing, and Rendering Panoramic Light Field Stills for Virtual Reality

arXiv 1810.08860 ↗First posted 20 Oct 2018cs.GRcited by 24

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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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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 5; 2022: 4; 2023: 5; 2024: 7; 2025: 2; 2026: 1.

24 papers.

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  1. 2021Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fieldscited by 2,013
  2. 2021Hallucinated Neural Radiance Fields in the Wildcited by 130
  3. 2021HDR-NeRF: High Dynamic Range Neural Radiance Fieldscited by 113
  4. 2021T"oRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesiscited by 88
  5. 2023VR-NeRF: High-Fidelity Virtualized Walkable Spacescited by 86
  6. 2023Balanced Spherical Grid for Egocentric View Synthesiscited by 29
  7. 2024PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splattingcited by 23
  8. 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmarkcited by 20
  9. 2023Local Implicit Ray Function for Generalizable Radiance Field Representationcited by 19
  10. 2021Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Networkcited by 13
  11. 20243D Scene Geometry Estimation from 360^circ Imagery: A Surveycited by 11
  12. 20254DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streamingcited by 11
12 more
  1. 2022Casual 6-DoF: free-viewpoint panorama using a handheld 360 cameracited by 7
  2. 2023NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Resultscited by 7
  3. 2024OmniLocalRF: Omnidirectional Local Radiance Fields from Dynamic Videoscited by 5
  4. 2024LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extractioncited by 2
  5. 2022Geo-NI: Geometry-aware Neural Interpolation for Light Field Renderingcited by 1
  6. 2022Stereo Unstructured Magnification: Multiple Homography Image for View Synthesiscited by 0
  7. 2022A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularizationcited by 0
  8. 2023View Adaptive Light Field Deblurring Networks with Depth Perceptioncited by 0
  9. 2024Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstructioncited by 0
  10. 2024Real-Time Position-Aware View Synthesis from Single-View Inputcited by 0
  11. 2025SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimizationcited by 0
  12. 2026STAR: Structure-aware Test-time Adaptation for diffusion-based light field Reconstructioncited by 0