• DocumentCode
    1458412
  • Title

    Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring

  • Author

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

  • Author_Institution
    Graz Univ. of Technol., Graz, Austria
  • Volume
    25
  • Issue
    3
  • fYear
    2010
  • Firstpage
    15
  • Lastpage
    23
  • Abstract
    In this paper, 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.
  • Keywords
    acoustic signal processing; road vehicles; traffic engineering computing; acoustic detection; audio-supported learning; autonomous self-learning framework; hand label; traffic monitoring; vehicle classification; audio and video processing; autonomous traffic monitoring; intelligent systems; online learning; vehicle classification;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/MIS.2010.28
  • Filename
    5440149
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1458412