• DocumentCode
    3245258
  • Title

    Blind user indoor environment mapping system for self-localization

  • Author

    Samsudin, S.S. ; Mokhtar, N. ; Arof, H. ; Ibrahim, Fatimah ; Iwahashi, Masahiro

  • Author_Institution
    Dept. of Electr., Univ. of Malaya, Kuala Lumpur, Malaysia
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    497
  • Lastpage
    500
  • Abstract
    This paper described blind user indoor environment mapping system for self-localization via webcam camera. The method used is based on robot navigation systems which capture and build panorama map of the floor. The map is then incrementally update its position as it moves throughout an environment. Image registration techniques are applied to measure translation distance and rotation angle between consecutive frames. We used Phase only correlation (POC) method to matched image differs only by a translation. For rotated image, RI-POC and Radon Transform is used to recovered rotation. The accuracy of these two methods for rotated image is compared for best result.
  • Keywords
    Radon transforms; SLAM (robots); computerised navigation; handicapped aids; human-robot interaction; image matching; image registration; medical image processing; medical robotics; video cameras; video surveillance; visual servoing; Radon transform; blind people; blind user indoor environment mapping system; disable people aid; human-machine interface; image matching; image registration techniques; motion planning; panorama map; phase-only-correlation method; robot navigation systems; rotated image; self-localization; webcam camera; Correlation; Databases; Manganese; Robots; Rotation measurement; Image registration; Mapping; computer vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6014943
  • Filename
    6014943