Tackling Clutter in Radar Data -- Label Generation and Detection Using PointNet

Radar sensors employed for environment perception, e.g. in autonomous vehicles, output a lot of unwanted clutter. These points, for which no corresponding real objects exist, are a major source of errors in following processing steps like object detection or tracking. We therefore present two novel...

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Hauptverfasser: Kopp, Johannes, Kellner, Dominik, Piroli, Aldi, Dietmayer, Klaus
Format: Artikel
Sprache:eng
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