• DocumentCode
    14002
  • Title

    Integrating Off-Board Cameras and Vehicle On-Board Localization for Pedestrian Safety

  • Author

    Borges, Paulo Vinicius Koerich ; Zlot, Robert ; Tews, Ashley

  • Author_Institution
    Autonomous System Laboratory, ICT Centre, CSIRO, Technology Court, Pullenvale, Australia
  • Volume
    14
  • Issue
    2
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    720
  • Lastpage
    730
  • Abstract
    Situational awareness for industrial vehicles is crucial to ensure safety of personnel and equipment. While human drivers and onboard sensors are able to detect obstacles and pedestrians within line-of-sight, in complex environments, initially occluded or obscured dynamic objects can unpredictably enter the path of a vehicle. We propose a system that integrates a vision-based offboard pedestrian tracking subsystem with an onboard localization and navigation subsystem. This combination enables warnings to be communicated and effectively extends the vehicle controller´s field of view to include areas that would otherwise be blind spots. A simple flashing light interface in the vehicle cabin provides a clear and intuitive interface to alert drivers of potential collisions. Alternatively, the system can be also applied to vehicles that have autonomous navigation capabilities, in which case, instead of alert lights, the vehicle is halted or redirected. We implemented and tested the proposed solution on an automated industrial vehicle under autonomous operation and on a human-driven vehicle in a full-scale production facility, over a period of four months.
  • Keywords
    Cameras; Humans; Navigation; Safety; Sensors; Tracking; Vehicles; Autonomous vehicles; computer vision; pedestrian detection;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2012.2235431
  • Filename
    6413235