• DocumentCode
    2300747
  • Title

    Fast reactive control for illumination through rain and snow

  • Author

    De Charette, Raoul ; Tamburo, Robert ; Barnum, Peter C. ; Rowe, Anthony ; Kanade, Takeo ; Narasimhan, Srinivasa G.

  • Author_Institution
    Mines ParisTech, Evry, France
  • fYear
    2012
  • fDate
    28-29 April 2012
  • Firstpage
    1
  • Lastpage
    10
  • Abstract
    During low-light conditions, drivers rely mainly on headlights to improve visibility. But in the presence of rain and snow, headlights can paradoxically reduce visibility due to light reflected off of precipitation back towards the driver. Precipitation also scatters light across a wide range of angles that disrupts the vision of drivers in oncoming vehicles. In contrast to recent computer vision methods that digitally remove rain and snow streaks from captured images, we present a system that will directly improve driver visibility by controlling illumination in response to detected precipitation. The motion of precipitation is tracked and only the space around particles is illuminated using fast dynamic control. Using a physics-based simulator, we show how such a system would perform under a variety of weather conditions. We build and evaluate a proof-of-concept system that can avoid water drops generated in the laboratory.
  • Keywords
    computer vision; lighting; object detection; rain; snow; traffic engineering computing; computer vision methods; driver visibility improvement; fast reactive control; illumination control; low-light conditions; physics-based simulator; precipitation motion detection; rain presence; snow presence; visibility reduction; weather conditions; Accuracy; Cameras; Rain; Snow; Throughput; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Photography (ICCP), 2012 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4673-1660-6
  • Type

    conf

  • DOI
    10.1109/ICCPhot.2012.6215217
  • Filename
    6215217