• DocumentCode
    504947
  • Title

    Walking assistance system for sight impaired people based on a multimodal information transformation technique

  • Author

    Yu, JaeHyoung ; Chung, Hwan-Ik ; Hahn, Hernsoo

  • Author_Institution
    Dept. of Electron. Eng., Soongsil Univ., Seoul, South Korea
  • fYear
    2009
  • fDate
    18-21 Aug. 2009
  • Firstpage
    1639
  • Lastpage
    1643
  • Abstract
    A multimodal information transformation system is proposed in this paper to provide sight impaired people with scene information of walking areas and obstacles. The scene information is first acquired as images using a single CCD camera, and then image information is transformed into voice information so that sight impaired people can obtain by hearing instead of seeing. During scene image processing period, the walking area is extracted by the vanishing point and boundary of a sidewalk on edge image using a chain-code line detection algorithm. And obstacles are detected by applying Gabor filter to the vertical lines extracted from the walking area on image. Later, based on the above image information, voice information is constructed in the form of pre-defined sentences by combining a set of template words that represent walking areas, obstacles, directions and distances. With the help of voice instructions provided by this multi-modal information transformation system, sight impaired people are able to reach their destinations safely and conveniently. The proposed algorithm has been implemented and tested in both indoor and outdoor environment, and its superiority in providing exact walking instructions has been verified.
  • Keywords
    CCD image sensors; Gabor filters; handicapped aids; image processing; CCD camera; Gabor filter; chain-code line detection; image information; multimodal information transformation system; scene image processing; scene information; sight impaired people; voice information; walking assistance system; Auditory system; Charge coupled devices; Charge-coupled image sensors; Data mining; Detection algorithms; Gabor filters; Image edge detection; Image processing; Layout; Legged locomotion; Chain-Code Line Detector; Gabor-Filter; Object Detection; Walking Area Detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ICCAS-SICE, 2009
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-4-907764-34-0
  • Electronic_ISBN
    978-4-907764-33-3
  • Type

    conf

  • Filename
    5335027