• DocumentCode
    2948022
  • Title

    Spherical vision cameras in a semi-autonomous wheelchair system

  • Author

    Nguyen, Jordan S. ; Su, Steven W. ; Nguyen, Hung T.

  • Author_Institution
    Fac. of Eng. & Inf. Technol., Univ. of Technol., Sydney, NSW, Australia
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    4064
  • Lastpage
    4067
  • Abstract
    This paper is concerned with the methods developed for extending the capabilities of a spherical vision camera system to allow detection of surrounding objects and whether or not they pose a danger for movement in that direction during autonomous navigation of a power wheelchair. A Point Grey Research (PGR) Ladybug2 spherical vision camera system was attached to the power wheelchair for surrounding vision. The objective is to use this Ladybug2 system to provide information about obstacles all around the wheelchair and aid the automated decision-making process involved during navigation. Through instantaneous neural network classification of individual camera images to determine whether obstacles are present, detection of obstacles have been successfully achieved with accuracies reaching 96%. This assistive technology has the purpose of automated obstacle detection, navigational path planning and decision-making, and collision avoidance during navigation.
  • Keywords
    cameras; collision avoidance; decision making; handicapped aids; image classification; medical image processing; medical robotics; neural nets; object detection; robot vision; wheelchairs; Point Grey Research Ladybug2 spherical vision camera system; automated decision-making process; automated obstacle detection; autonomous navigation; collision avoidance; image classification; navigational path planning; neural network; power wheelchair; semiautonomous wheelchair system; Artificial neural networks; Cameras; Machine vision; Navigation; Neurons; Pixel; Wheelchairs; Humans; Photography; Self-Help Devices; Vision, Ocular; Wheelchairs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5627614
  • Filename
    5627614