Paper · ≈ 1 min read
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
Outgoing relations
- belongs_to_approach_family → Gaussian Splatting Reconstruction (ApproachFamily)
- evaluated_on → Mip-NeRF 360 (Benchmark)
- part_of → 3D/4D Vision and Reconstruction (ResearchField)
- part_of → Research Literature (ResearchField)
- uses → Depth Map (TechnicalTerm)
- uses → Gaussian Splatting (MethodologicalConcept)
- uses_metric → LPIPS (Metric)
- uses_metric → PSNR (Metric)
- uses_metric → SSIM (Metric)
Connected node types
- Metric: 3
- ResearchField: 2
- ApproachFamily: 1
- Benchmark: 1
- MethodologicalConcept: 1
- TechnicalTerm: 1
Mentions in the corpus
- part_of Evidence: Our model, which we dub "mip-NeRF 360" as we target scenes in which the…
- mentioned_in Claim: Our model, which we dub "mip-NeRF 360" as we target scenes in which the camera rotates 360 degr…
- part_of Evidence: We present an extension of mip-NeRF (a NeRF variant that addresses samp…
- part_of Evidence: The "mipnerf360" dataset itself has become a standard evaluation suite…
- mentioned_in Claim: The "mipnerf360" dataset itself has become a standard evaluation suite for unbounded radiance-f…
- part_of Evidence: The combination reduces mean-squared error by 57% relative to Mip-NeRF…
- mentioned_in Claim: The combination reduces mean-squared error by 57% relative to Mip-NeRF on the new 360-degree be…
- part_of Evidence: Three problems prevent vanilla Mip-NeRF from handling this setting: dis…
- mentioned_in Claim: Three problems prevent vanilla Mip-NeRF from handling this setting: distant background content…
- summarizes Project Pulse
- synthesizes Topic — Gaussian Splatting Reconstruction
- summarizes Topic — Gaussian Splatting Reconstruction
- synthesizes Comparison — Dynamic Gaussian Splatting vs Gaussian Splatting Reconstruction
- summarizes Comparison — Dynamic Gaussian Splatting vs Gaussian Splatting Reconstruction
- summarizes Field Overview — 3D/4D Vision and Reconstruction
- summarizes Field Overview — Research Literature
Cross-references in raw data
Source provenance
examples/demo-corpus/data/research/papers/arxiv-2111-12077/abstract.md