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feat(lidar_centerpoint, multi_object_tracker) : Use velocity estimated by CenterPoint to stabilize initial velocity of tracker #920

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Description

To accurately estimate velocity of suddenly appearing objects. Previously, initial velocity of tracker was 0.

Tracking output (without Prediction)

Applied (has_twist=true)

has_twist_true.trackingOutput.webm

Not applied (has_twist=false)

has_twist.false.trackingOutput.webm

Optional : Detection output (without Tracking and Prediction)

Velocity by CenterPoint (has_twist=true)

has_twist.true.detectionOutput.webm

Related links

Nothing.

Tests performed

Notes for reviewers

change has_twist=false to has_twist=true in config to reproduce

Interface changes

Nothing.

Effects on system behavior

Nothing.

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In-review checklist for the PR reviewers

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  • The PR follows the pull request guidelines.
  • The PR has been properly tested.
  • The PR has been reviewed by the code owners.

Post-review checklist for the PR author

The PR author must check the checkboxes below before merging.

  • There are no open discussions or they are tracked via tickets.
  • The PR is ready for merge.

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stale bot commented May 12, 2024

This pull request has been automatically marked as stale because it has not had recent activity.

@stale stale bot added the stale label May 12, 2024
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