• DocumentCode
    134453
  • Title

    Fog assistance on smart mobile devices

  • Author

    Negru, Mihai ; Benea, Voichita ; Nedevschi, Sergiu

  • Author_Institution
    Comput. Sci. Dept., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
  • fYear
    2014
  • fDate
    4-6 Sept. 2014
  • Firstpage
    197
  • Lastpage
    204
  • Abstract
    Fog is one of the most dangerous weather phenomena in driving scenarios that can benefit from driving assistance systems. For this reason we have developed an affordable advanced driving assistance solution that runs on Android based smart mobile platforms. Our system is able to detect the presence of fog in images captured from a moving vehicle, to estimate the fog´s density, compute the visibility distance and provide the driver with a safe speed estimate. In addition an original image enhancement algorithm is presented. This algorithm is based on a mathematical model that considers the exponential variation in fog´s density with respect to the distance to the mobile device. Our system performs successfully in real time, in day-time fog, in a wide variety of driving scenarios, including urban, rural and highway scenarios.
  • Keywords
    driver information systems; fog; image enhancement; mathematical analysis; road safety; road traffic; smart phones; Android based smart mobile platforms; advanced driving assistance solution; dangerous weather phenomena; day-time fog; driving assistance systems; driving scenarios; exponential variation; fog assistance; fog density estimation; fog detection; highway scenarios; image enhancement algorithm; images capture; mathematical model; moving vehicle; rural scenarios; safe speed estimate; smart mobile devices; urban scenarios; visibility distance; Atmospheric modeling; Cameras; Equations; Mathematical model; Mobile handsets; Roads; Vehicles; advanced driving assistance system; atmospheric veil; exponential contrast restoration; fog detection; image enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computer Communication and Processing (ICCP), 2014 IEEE International Conference on
  • Conference_Location
    Cluj Napoca
  • Print_ISBN
    978-1-4799-6568-7
  • Type

    conf

  • DOI
    10.1109/ICCP.2014.6936995
  • Filename
    6936995