• DocumentCode
    2813171
  • Title

    Object identification by Hough data verification

  • Author

    Ueno, Kazuki ; Yamaguchi, Jun

  • Author_Institution
    Fac. of Eng., Kagawa Univ., Takamatsu, Japan
  • fYear
    2011
  • fDate
    9-11 Feb. 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, the authors describe on a method of object identification by verification of Hough data. In this study, for corresponding to three-dimensional change of camera, we pay attention to the distribution pattern of Hough data. A positional relationship of the peaks as Hough data shows tendency to be kept, in case of camera shooting condition change. Using a characteristic of Hough data, it is possible to verify the three dimensional object with lines. In this study, distribution pattern of Hough data is verified by Matched filter. A simple test on object identification using house images is performed. As a result, it was confirmed that our method is useful for identification of three-dimensional object.
  • Keywords
    Hough transforms; image matching; image sensors; object recognition; Hough data verification; camera shooting; house image recognition; object identification; three dimensional object; Accuracy; Cameras; Correlation; Matched filters; Object recognition; Three dimensional displays; Transforms; Hough transformation; Image processing; Scene recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontiers of Computer Vision (FCV), 2011 17th Korea-Japan Joint Workshop on
  • Conference_Location
    Ulsan
  • Print_ISBN
    978-1-61284-677-4
  • Electronic_ISBN
    978-1-61284-676-7
  • Type

    conf

  • DOI
    10.1109/FCV.2011.5739702
  • Filename
    5739702