2015 · 16 citations · 6 references
ComputingAutonomous SystemsComputer ScienceAutonomous VehiclesComputer VisionSensor FusionCollision AvoidanceLidar PerceptionTrack-to-track FusionVehicle PerceptionVisual SlamVisual TrackingAutonomous Vehicle ControlLidar FusionMulti-object TrackingMulti-object Tracking FusionMulti-sensor TrackingMultiple Object TrackingMultisensor FusionObject Detection In Autonomous Driving
This paper introduces the RoadPlot-DATMO, tracking objects around the vehicle using multiple sensors such as radars, 2D LiDARs, and a 3D LiDAR. It consists of the xytracker, the xyztracker, and the fusion; the xytracker tracks moving objects with multiple 2D LiDARs, the xyztracker perceives object information in detail using a 3D LiDAR, and the fusion merges tracks from multiple trackers. It is able to detect and to track moving objects around the vehicle correctly and continuously without blind area in realtime. Also, this was tested with driverless overtaking on a highway using the autonomous vehicle, the CoPilot of the ETRI.
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The ground segmentation of 3D LIDAR point cloud with the optimized region merging
Kiin Na, Jaemin Byun, Myongchan Roh et al. · 2013 · 17 citations