• DocumentCode
    2255280
  • Title

    Camera based step detection on mobile phones

  • Author

    Aubeck, Ferenc ; Isert, Carsten ; Gusenbauer, Dominik

  • Author_Institution
    BMW Group Res. & Technol., Munich, Germany
  • fYear
    2011
  • fDate
    21-23 Sept. 2011
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This paper presents an extension to an indoor positioning system leveraging the camera which is built into current mobile phones to detect steps. Current indoor positioning systems on mobile phones based on pedestrian dead reckoning (PDR) often rely on step length and step frequency estimation. Usually the accelerometer is used to determine these values. Depending on the attitude of the device or the smoothness of the movement sometimes steps are not correctly detected. We propose to use the camera as additional sensor element to detect the forward section of both feet appear and disappear in the camera image and detect the steps based on this information. A comparison to an accelerometer based approach is provided.
  • Keywords
    cameras; frequency estimation; indoor communication; mobile radio; accelerometer; camera image; camera leveraging; frequency estimation; indoor positioning; mobile phones; pedestrian dead reckoning; step detection; Acceleration; Accelerometers; Cameras; Correlation; Foot; Image processing; Legged locomotion; camera; indoor navigation; pedestrian dead reckoning; pedometer; step detection; step frequency;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Indoor Positioning and Indoor Navigation (IPIN), 2011 International Conference on
  • Conference_Location
    Guimaraes
  • Print_ISBN
    978-1-4577-1805-2
  • Electronic_ISBN
    978-1-4577-1803-8
  • Type

    conf

  • DOI
    10.1109/IPIN.2011.6071910
  • Filename
    6071910