Paper · ≈ 1 min read
2D Gaussian Splatting for Geometrically Accurate Radiance Fields
Outgoing relations
- addresses → Novel View Synthesis (Task)
- belongs_to_approach_family → Gaussian Splatting Reconstruction (ApproachFamily)
- part_of → 3D/4D Vision and Reconstruction (ResearchField)
- uses → Depth Map (TechnicalTerm)
- uses → Gaussian Splatting (MethodologicalConcept)
- uses → Volumetric Rendering (MethodologicalConcept)
- uses_metric → LPIPS (Metric)
- uses_metric → PSNR (Metric)
- uses_metric → SSIM (Metric)
- uses_metric → mAP (Metric)
Connected node types
- Metric: 4
- MethodologicalConcept: 2
- ApproachFamily: 1
- ResearchField: 1
- Task: 1
- TechnicalTerm: 1
Mentions in the corpus
- part_of Evidence: --- type: Paper arxiv: "2403.17888" arxiv_url: https://arxiv.org/abs/24…
- mentioned_in Claim: --- type: Paper arxiv: "2403.17888" arxiv_url: https://arxiv.org/abs/2403.17888 title: "2D Gaus…
- part_of Evidence: 3D Gaussian Splatting (3DGS) has recently revolutionized radiance field…
- mentioned_in Claim: 3D Gaussian Splatting (3DGS) has recently revolutionized radiance field reconstruction, achievi…
- part_of Evidence: We present 2D Gaussian Splatting (2DGS), a novel approach to model and…
- part_of Evidence: To accurately recover thin surfaces and achieve stable optimization, we…
- part_of Evidence: Each 3D Gaussian is a volumetric primitive: its silhouette changes shap…
- mentioned_in Claim: Each 3D Gaussian is a volumetric primitive: its silhouette changes shape from one camera angle…
- part_of Evidence: Two regularisers strengthen the geometric output further: a depth disto…
- mentioned_in Claim: Two regularisers strengthen the geometric output further: a depth distortion term encourages th…
- 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-2403-17888/abstract.md