{
  "title": "Field Overview — 3D/4D Vision and Reconstruction",
  "kind": "syntheses",
  "body_text": "# Field Overview — 3D/4D Vision and Reconstruction\n\nDynamic Gaussian Splatting (ApproachFamily) — 2 contributing paper(s) connect to this thread.\n\nGaussian Splatting Reconstruction (ApproachFamily) — 20 contributing paper(s) connect to this thread.\n\nVisual SLAM (ResearchTopic) — 11 contributing paper(s) connect to this thread.\n\n## Representative concepts\n- Co-SLAM (Algorithm)\n- DROID-SLAM (Algorithm)\n- DeepV2D (Algorithm)\n- DreamGaussian (Algorithm)\n- GALA3D (Algorithm)\n- Instant3D (Algorithm)\n- LucidDreamer (Algorithm)\n- MVSplat (Algorithm)\n- Magic123 (Algorithm)\n- NICE-SLAM (Algorithm)\n- NeuS (Algorithm)\n- Scaffold-GS (Algorithm)\n- Zero-1-to-3 (Algorithm)\n- Multi-View Consistency (EvaluationProtocol)\n- 4D Gaussian Splatting (MethodologicalConcept)\n- Gaussian Splatting (MethodologicalConcept)\n- Volumetric Rendering (MethodologicalConcept)\n- Image-to-3D (Task)\n- Novel View Synthesis (Task)\n- Depth Map (TechnicalTerm)",
  "source_path": "",
  "links": [],
  "body": "# Field Overview — 3D/4D Vision and Reconstruction\n\nDynamic Gaussian Splatting (ApproachFamily) — 2 contributing paper(s) connect to this thread.\n\nGaussian Splatting Reconstruction (ApproachFamily) — 20 contributing paper(s) connect to this thread.\n\nVisual SLAM (ResearchTopic) — 11 contributing paper(s) connect to this thread.\n\n## Representative concepts\n- Co-SLAM (Algorithm)\n- DROID-SLAM (Algorithm)\n- DeepV2D (Algorithm)\n- DreamGaussian (Algorithm)\n- GALA3D (Algorithm)\n- Instant3D (Algorithm)\n- LucidDreamer (Algorithm)\n- MVSplat (Algorithm)\n- Magic123 (Algorithm)\n- NICE-SLAM (Algorithm)\n- NeuS (Algorithm)\n- Scaffold-GS (Algorithm)\n- Zero-1-to-3 (Algorithm)\n- Multi-View Consistency (EvaluationProtocol)\n- 4D Gaussian Splatting (MethodologicalConcept)\n- Gaussian Splatting (MethodologicalConcept)\n- Volumetric Rendering (MethodologicalConcept)\n- Image-to-3D (Task)\n- Novel View Synthesis (Task)\n- Depth Map (TechnicalTerm)",
  "frontmatter": {
    "content_hash": "sha256-9bf3abdbb7bf4b30b9f56764e089f4e172268ae97e8eeed989a95a27e64622e5",
    "generator": "heuristic-v1",
    "inputs": [
      "Algorithm:co-slam:e8ce06385db1",
      "Algorithm:deepv2d:7a62757c119d",
      "Algorithm:dreamgaussian:924b7242582b",
      "Algorithm:droid-slam:bc00b04bfdf8",
      "Algorithm:gala3d:a635a5ef1127",
      "Algorithm:instant3d:d6694b632312",
      "Algorithm:luciddreamer:8110a81c3696",
      "Algorithm:magic123:09c80f14e8f4",
      "Algorithm:mvsplat:8e13a106b3af",
      "Algorithm:neus:985b6d8dc338",
      "Algorithm:nice-slam:c358f6d672f2",
      "Algorithm:scaffold-gs:7f28ca718105",
      "Algorithm:zero-1-to-3:6bd54027a9e0",
      "ApproachFamily:dynamic-gaussian-splatting:17a40079035c",
      "ApproachFamily:gaussian-splatting-reconstruction:84097d3185ea",
      "EvaluationProtocol:multi-view-consistency:77bea1e95667",
      "MethodologicalConcept:4d-gaussian-splatting:ebf4cb197985",
      "MethodologicalConcept:gaussian-splatting:4f4b246c6522",
      "MethodologicalConcept:volumetric-rendering:7527b301d064",
      "ResearchField:3d-4d-vision-and-reconstruction:4273d84d58f1",
      "ResearchTopic:visual-slam:5e1e69bfac67",
      "Task:image-to-3d:fb776b61584a",
      "Task:novel-view-synthesis:19d55dfb9b83",
      "TechnicalTerm:depth-map:349c240dc3dc",
      "TechnicalTerm:point-cloud:5e627858ec5a",
      "TrainingParadigm:fine-tuning:f617b4eb06c6",
      "TrainingParadigm:pre-training:98f245c2dade"
    ],
    "slug": "field-3d-4d-vision-and-reconstruction",
    "sources": [
      "examples/demo-corpus/data/research/papers/arxiv-1607-02565/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-1812-04605/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2002-10099/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2003-08934/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2008-02268/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2011-12948/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2103-13415/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2103-14024/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2104-06405/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2104-10078/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2105-06468/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-10689/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-12052/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-13228/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2108-10869/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2111-12077/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2112-05131/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2112-12130/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2201-05989/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2206-00665/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2209-14988/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2211-10440/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2301-10241/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2302-12249/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2303-11328/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2304-04278/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2304-14377/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2305-16213/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2306-17843/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2308-04079/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2309-16653/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2310-08528/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-04400/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-06214/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-11700/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-12775/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-13384/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-00109/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-02121/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-03203/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-06741/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2401-04099/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-03307/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-05054/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-07207/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-02151/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-14627/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-16292/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-17888/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2404-06109/abstract.md"
    ],
    "synthesis_kind": "field_overview",
    "title": "Field Overview — 3D/4D Vision and Reconstruction"
  }
}