Paper · ≈ 1 min read
LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
Outgoing relations
- belongs_to_approach_family → Gaussian Splatting Reconstruction (ApproachFamily)
- introduces → LucidDreamer (Algorithm)
- part_of → 3D/4D Vision and Reconstruction (ResearchField)
- uses → Depth Map (TechnicalTerm)
- uses → Gaussian Splatting (MethodologicalConcept)
- uses → Point Cloud (TechnicalTerm)
- uses_metric → LPIPS (Metric)
- uses_metric → PSNR (Metric)
- uses_metric → SSIM (Metric)
Connected node types
- Metric: 3
- TechnicalTerm: 2
- Algorithm: 1
- ApproachFamily: 1
- MethodologicalConcept: 1
- ResearchField: 1
Mentions in the corpus
- part_of Evidence: --- type: Paper arxiv: "2311.13384" arxiv_url: https://arxiv.org/abs/23…
- mentioned_in Claim: --- type: Paper arxiv: "2311.13384" arxiv_url: https://arxiv.org/abs/2311.13384 title: "LucidDr…
- part_of Evidence: The inpainted images are lifted to 3D space with estimated depth maps,…
- mentioned_in Claim: The inpainted images are lifted to 3D space with estimated depth maps, composing a new points.
- part_of Evidence: First, to generate multi-view consistent images from inputs, we set the…
- mentioned_in Claim: First, to generate multi-view consistent images from inputs, we set the point cloud as a geomet…
- part_of Evidence: To address such limitation, we propose LucidDreamer, a domain-free scen…
- part_of Evidence: Second, to aggregate the new points into the 3D scene, we propose an al…
- part_of Evidence: LucidDreamer produces Gaussian splats that are highly-detailed compared…
- part_of Evidence: indoor rooms scanned by 3D capture rigs) because they depend on 3D supe…
- mentioned_in Claim: indoor rooms scanned by 3D capture rigs) because they depend on 3D supervision; LucidDreamer av…
- 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
Cross-references in raw data
Source provenance
examples/demo-corpus/data/research/papers/arxiv-2311-13384/abstract.md