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@DamienGilliard DamienGilliard commented Nov 24, 2025

The PR concerns the implementation of a RANSAC plane detection on each face, to improve the pose estimation
...
And it works !!! The video hereunder shows successive computations of the poses of 3 point clouds. With the previous method we had some big jumps in pose, and now it is much more stable.

Enregistrement.de.l.ecran.2025-11-24.173042.mp4

Changes include:

  • A change in the CAD segmentation that also outputs a datatree with the segments associated with each side DF_Face:
image
  • A new FitPlaneRANSAC() function in DFPointCloud to detect a plane in a point cloud
  • DF_Pose_Estimation now takes a datatree of point clouds (face segments per beam) and computes the pose using those segments

ToDo

  • add test
  • check generated documentation
  • coherence of variable names

@DamienGilliard DamienGilliard marked this pull request as draft November 24, 2025 13:40
@DamienGilliard DamienGilliard self-assigned this Nov 24, 2025
@DamienGilliard DamienGilliard added enhancement New feature or request backend labels Nov 24, 2025
@DamienGilliard DamienGilliard changed the base branch from main to release/2.0.0 November 24, 2025 13:41
@DamienGilliard DamienGilliard linked an issue Nov 26, 2025 that may be closed by this pull request
@DamienGilliard DamienGilliard changed the base branch from release/2.0.0 to feature/pose_comparison November 26, 2025 13:47
@DamienGilliard DamienGilliard marked this pull request as ready for review November 26, 2025 13:47
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pose estimation improvement

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