Skip to content

Instantly share code, notes, and snippets.

@savuor
savuor / trash_math.ipynb
Last active August 1, 2019 17:06
some notes on math of DynaFu ICP
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@savuor
savuor / integrate.md
Created June 3, 2019 11:11
TSDF of KinectFusion: detailed description

How TSDF integration works in detail

What it does

TSDFVolume::integrate() merges new depth map into current TSDF space based on known view pose. The camera params, depth factor and volume settings are the same at each frame. It does this by comparing each voxel's depth to actual depth value of incoming frame. After the integration each voxel contains:

  • signed distance to surface and positive weight, if it's close to surface
  • 1 and positive weight, if it was seen and known to be empty