Ross ROSS = Recommend OSS · open-source software intelligence for agents

niessner/BundleFusion

[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration observed · 2026-08-28

github.com/niessner/BundleFusion · homepage · C++ · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 3320
  • days_rel: n/a
  • days_push: 2287
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1588 stars · 356 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

BundleFusion is a real-time, globally consistent 3D reconstruction system for RGB-D input, published at SIGGRAPH 2017. It estimates globally optimized camera poses online and re-integrates surfaces in real time, supporting robust tracking and relocalization.

Use cases

  • reconstruct 3D models from RGB-D camera streams in real time
  • scan large-scale indoor scenes with globally consistent geometry
  • recover from tracking failures during 3D scanning
  • build mixed reality or robotics prototypes needing live 3D maps
  • reproduce SIGGRAPH 2017 research results on 3D reconstruction

When to choose

  • you need real-time RGB-D 3D reconstruction with global consistency
  • you have a Windows machine with an NVIDIA GPU and CUDA
  • you want a research baseline for SLAM or surface re-integration

When to avoid

  • you need a maintained cross-platform library or active community support
  • you target Linux or macOS
  • you need commercial-use licensing

Facets

application · maturity maintenance

computer-vision graphics simulation computer-vision graphics robotics windows cpp 3d-reconstruction rgb-d slam cuda kinect real-time research-code gpu

2 sources

Member repositories

RepositoryRoleHealth v2
niessner/BundleFusionmain32

For agents

markdown · JSON · MCP: product_card(name="niessner/BundleFusion")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem