Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring

  • Authors:

  • Horst Bischof;Martin Godec;Christian Leistner;Bernhard Rinner;Andreas Starzacher

  • Affiliations:

  • Graz University of Technology, Graz;Graz University of Technology, Graz;Graz University of Technology, Graz;Klagenfurt University, Klagenfurt;Klagenfurt University, Klagenfurt

  • Venue:
  • IEEE Intelligent Systems
  • Year:
  • 2010

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Abstract

Using acoustic detection and classification of vehicles, the proposed autonomous self-learning framework generates scene adaptive vehicle classifiers without the need to hand label any video data.