RobotLocomotion / drake

Model-based design and verification for robotics.
https://drake.mit.edu
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Add simple local ICP algorithm w/ unittest #6655

Closed EricCousineau-TRI closed 5 years ago

EricCousineau-TRI commented 7 years ago

As an initial foray into the perception pipeline, this issue will add a simple, local ICP-like algorithm, based on @gizatt's DART-like manipulation_tracking repository (where articulation may come for free due to framework and formulation, but is not the main focus).

The steps are to:

If the priority for real-time tracking becomes higher, then before / alongside pose estimation:

Alternative: Implement something akin to Bayesian Object Tracking, possibly the Gaussian version.

hongkai-dai commented 5 years ago

@EricCousineau-TRI could you update the status of this issue?

EricCousineau-TRI commented 5 years ago

No longer relevant, as there was no concrete use case for this. There is some related work going on in Anzu; if/when it's appropriate to upstream, a separate issue should be used to track that work.

\cc @naveenoid @thduynguyen