On-orbit logistics · monocular 6-DOF pose

Read the pose from one camera.

A tumbling dead satellite gives no telemetry. One camera sees noisy points of light; from where they fall, the six-degree pose is recovered by solving perspective-n-point, live. This is the SPEED benchmark task, on the device.

Rotation err
Translation err
Keypoints
SPEED score
True target (tumbling, 6-DOF)
Detected keypoints (noisy)
Recovered pose (PnP)
Reprojected model
tumble16°/s
sensor noise2.5 px
occlusion20%