• DocumentCode
    177602
  • Title

    An efficient algorithm for pothole detection using stereo vision

  • Author

    Zhen Zhang ; Xiao Ai ; Chan, Calvin K. ; Dahnoun, Naim

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. of Bristol, Bristol, UK
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    564
  • Lastpage
    568
  • Abstract
    In this paper, a stereo vision based pothole detection system is proposed. Using the disparity map generated from an efficient disparity calculation algorithm, potholes can be detected by their distance from the fitted quadratic road surface. The system produces the size, volume and position of the potholes which allows the pothole repair to be prioritised according to its severity. The quadratic road surface model allows for camera orientation variation, road drainage and up/down hill gradients. Experimental results show robust detection in various scenarios.
  • Keywords
    object detection; roads; stereo image processing; camera orientation variation; disparity calculation algorithm; disparity map; pothole detection; quadratic road surface model; road drainage; stereo vision; Cameras; Mathematical model; Real-time systems; Roads; Stereo vision; Three-dimensional displays; Vehicles; Stereo vision; disparity calculation; pothole detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6853659
  • Filename
    6853659