• DocumentCode
    130169
  • Title

    Intersection image recognition for driving-view images with edge information

  • Author

    Yu-Kumg Chen ; Yi-Qing Lin

  • Author_Institution
    Dept. of Electron. Eng., Huafan Univ., New Taipei, Taiwan
  • fYear
    2014
  • fDate
    28-30 July 2014
  • Firstpage
    1180
  • Lastpage
    1184
  • Abstract
    While a vehicle driving in the street below tall buildings or viaduct, GPS receiver may receive the satellite reflected signals or may not receive satellite signals. That will cause serious positioning errors. This is called as multipath transmission error of global satellite positioning system in the metropolitan area of a city. With using the driving-view image fetched from the video of vehicle event data recorder, a road subimage is derived for intersection image recognition in this paper. Based on edge ratio of road sub-image, the decision of intersection is determined in the proposed algorithm. Upon completion of intersection image recognition, and then with comparison of geographic information system, the multipath transmission error of GPS will be corrected. Experiments are carried out for some VEDR´s videos to demonstration the computational advantage of the proposed method.
  • Keywords
    Global Positioning System; data recording; edge detection; geographic information systems; image recognition; traffic engineering computing; video signal processing; GPS receiver; VEDR videos; edge ratio; geographic information system; global satellite positioning system; intersection image recognition; metropolitan area; multipath transmission error; positioning errors; road subimage; satellite reflected signals; vehicle driving-view image; vehicle event data recorder video; Algorithm design and analysis; Global Positioning System; Image edge detection; Roads; Satellites; Vehicles; Driving-View Image; GPS; GPS Receiver; Geographic Information System; Global Positioning System; Vehicle Event Data Recorder;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation (ICIA), 2014 IEEE International Conference on
  • Conference_Location
    Hailar
  • Type

    conf

  • DOI
    10.1109/ICInfA.2014.6932828
  • Filename
    6932828