• DocumentCode
    2381914
  • Title

    An information delivery system for visually impaired people in dynamic environment

  • Author

    Kim, Donghun ; Sivathanu, Yudaya

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    2062
  • Lastpage
    2067
  • Abstract
    In this paper, we propose an information delivery system for visually impaired people to examine any object in their environment. This system provides a magnified view of any region that is pointed at by the user to monitor it. The human pointing gesture has the ability to extract an element from the environment. The two important problems in codifying this gesture are to estimate the direction to which the finger is pointing to, and then to segment the region of interest according to this direction. To solve these two problems, we present a hand and a finger detection method using color and disparity data from a stereo camera system. Then, we estimate the direction in 3-D using geometric and textural features. We utilize the estimated direction to discriminate potential candidates in the 3-D space. Finally, we segment the region of interest by backprojecting the candidate areas while filtering signal noises of the disparity data. Experimental results that validate the proposed system in a dynamic environment is also presented.
  • Keywords
    computer vision; feature extraction; fingerprint identification; gesture recognition; handicapped aids; human-robot interaction; image segmentation; image texture; information systems; stereo image processing; disparity data; finger detection method; geometric features; hand detection; human pointing gesture; information delivery system; region segmentation; signal noise filtering; stereo camera system; textural features; visually impaired people; Cameras; Computational modeling; Estimation; Image color analysis; Image segmentation; Monitoring; Vectors; 3D pose estimation; Human pointing gestures; Human-machine interaction; Scene segmentation; Stereo camera system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083976
  • Filename
    6083976