{
  "title": "NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction",
  "kind": "papers",
  "body_text": "# NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction\n\n## Outgoing relations\n\n- **addresses** → Novel View Synthesis _(Task)_\n- **evaluated_on** → DTU _(Benchmark)_\n- **implemented_in** → About Totoro97/NeuS _(Repository)_\n- **introduces** → NeuS _(Algorithm)_\n- **part_of** → 3D/4D Vision and Reconstruction _(ResearchField)_\n- **uses_metric** → LPIPS _(Metric)_\n- **uses_metric** → PSNR _(Metric)_\n- **uses_metric** → SSIM _(Metric)_\n\n## Incoming relations\n\n- **mentioned_in** → About Totoro97/NeuS _(Repository)_\n\n## Connected node types\n\n- Metric: 3\n- Repository: 2\n- Algorithm: 1\n- Benchmark: 1\n- ResearchField: 1\n- Task: 1",
  "source_path": "/home/runner/work/Tesserae/Tesserae/examples/demo-corpus/data/research/papers/arxiv-2106-10689/abstract.md",
  "links": [],
  "body": "# NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction\n\n## Outgoing relations\n\n- **addresses** → Novel View Synthesis _(Task)_\n- **evaluated_on** → DTU _(Benchmark)_\n- **implemented_in** → About Totoro97/NeuS _(Repository)_\n- **introduces** → NeuS _(Algorithm)_\n- **part_of** → 3D/4D Vision and Reconstruction _(ResearchField)_\n- **uses_metric** → LPIPS _(Metric)_\n- **uses_metric** → PSNR _(Metric)_\n- **uses_metric** → SSIM _(Metric)_\n\n## Incoming relations\n\n- **mentioned_in** → About Totoro97/NeuS _(Repository)_\n\n## Connected node types\n\n- Metric: 3\n- Repository: 2\n- Algorithm: 1\n- Benchmark: 1\n- ResearchField: 1\n- Task: 1",
  "frontmatter": {
    "aliases": [
      "arXiv:2106.10689"
    ],
    "kind": "papers",
    "node_id": "Paper:arxiv-2106-10689:0c8595682a1f",
    "node_type": "Paper",
    "source_path": "/home/runner/work/Tesserae/Tesserae/examples/demo-corpus/data/research/papers/arxiv-2106-10689/abstract.md",
    "title": "NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction"
  }
}