• DocumentCode
    664984
  • Title

    Scene description for visually impaired in outdoor environment

  • Author

    Quoc-Hung Nguyen ; Thanh-Hai Tran

  • Author_Institution
    Int. Res. Inst. MICA, Hanoi Univ. of Sci. & Technol., Hanoi, Vietnam
  • fYear
    2013
  • fDate
    16-18 Oct. 2013
  • Firstpage
    398
  • Lastpage
    403
  • Abstract
    Helping visually impaired people navigating and feeling the surrounding environment is a very important and useful task. In this paper, we propose working on visual analysis of environment surrounding the blind person. The analysis is based on GIST features extraction and k-NN method for classification. The analysis results will help blind person to understand where he is and what is happening. We have tested in real field with a pseudo blind person walking in the campus of Gent University with 6 changing scenes. The scene recognition rate is about 85% which make us a confidence to build description systems for blind people in reality.
  • Keywords
    feature extraction; handicapped aids; image classification; GIST features extraction; Gent University; k-NN method; outdoor environment; pseudo blind person; scene description; scene recognition rate; surrounding environment; visual analysis; visually impaired people; Cameras; Context; Databases; Feature extraction; Navigation; Testing; Training; GIST; Outdoor environment; Scene; k-NN; navigational aid; visually impaired;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Technologies for Communications (ATC), 2013 International Conference on
  • Conference_Location
    Ho Chi Minh City
  • ISSN
    2162-1020
  • Print_ISBN
    978-1-4799-1086-1
  • Type

    conf

  • DOI
    10.1109/ATC.2013.6698144
  • Filename
    6698144