• DocumentCode
    691988
  • Title

    A Method for Affine Invariant Image Smoothing

  • Author

    Sanjo, Yuki ; Toriu, Takashi

  • Author_Institution
    Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
  • fYear
    2013
  • fDate
    16-18 Oct. 2013
  • Firstpage
    242
  • Lastpage
    245
  • Abstract
    This paper proposes a new image smoothing method invariant to affine transformation. In the field of image processing and recognition, Gaussian filtering is a common procedure for image smoothing. However Gaussian filtering is not affine invariant. This paper proposes a new method for image smoothing that is invariant under such affine transformation that does not change the area of any region in the image. Experimental results show that the proposed method is almost never affected by affine transformation different from usual Gaussian filtering. In the proposed method, processing results are expected to be not affected much by variation of the viewpoint.
  • Keywords
    Gaussian processes; image recognition; smoothing methods; Gaussian filtering; affine invariant image smoothing; affine transformation; image processing; image recognition; Educational institutions; Equations; Filtering; Image recognition; Measurement; Smoothing methods; Vectors; affine invariance; affine transformation; image smoothing; metric tensor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2013.69
  • Filename
    6846625