• DocumentCode
    1272077
  • Title

    A moment-based approach for deskewing rotationally symmetric shapes

  • Author

    Pei, Soo-Chang ; Horng, Ji-Hwei

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    8
  • Issue
    12
  • fYear
    1999
  • fDate
    12/1/1999 12:00:00 AM
  • Firstpage
    1831
  • Lastpage
    1834
  • Abstract
    The covariance matrix of a pattern is composed by its second order central moments. For a rotationally symmetric shape, its covariance matrix is a scalar identity matrix. In this work, we apply this property to restore the skewed shape of rotational symmetry. The relations between the skew transformation matrix and the covariance matrices of original and skewed shapes are derived. By computing the covariance matrix of the skewed shape and letting the covariance matrix of the original shape be a scalar identity matrix, the skew transformation matrix can be solved. Then, the rotationally symmetric shape can be recovered by multiplying the inverse transformation matrix with the skewed shape. The method does not rely on continuous contours and is robust to noise, because only the second-order moments of the input shape are required. Experimental results are also presented
  • Keywords
    covariance matrices; image restoration; matrix inversion; matrix multiplication; covariance matrix; experimental results; image analysis; input shape; inverse transformation matrix; matrix multiplication; moment-based approach; noise robust method; original shape; rotationally symmetric shapes deskewing; scalar identity matrix; second order central moments; second-order moments; skew transformation matrix; skewed shape restoration; Covariance matrix; Image analysis; Image restoration; Information management; Multi-stage noise shaping; Noise robustness; Shape; Space technology; Symmetric matrices; Transmission line matrix methods;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.806629
  • Filename
    806629