• DocumentCode
    2384190
  • Title

    Efficient local reflectional symmetries detection

  • Author

    Yuan, Tianqiang ; Tang, Xiaoou

  • Author_Institution
    Dept. of Inf. Eng., Chinese Univ. of Hong Kong, China
  • Volume
    3
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    In this paper, we present a novel framework for efficient multiple reflectional symmetric regions detection in real images. First, we present a fast operator to measure the symmetry. Then based on the extracted edge image, the dilation and erosion operations are applied for potential regions. Finally, the symmetry axes are derived based on weighted principle component analysis (PCA). The experiments based on the proposed algorithm show encouraging results on real images even with small size local symmetric regions and complex backgrounds.
  • Keywords
    edge detection; principal component analysis; PCA; dilation operations; edge image extraction; erosion operations; local reflectional symmetries detection; symmetry measurement; weighted principle component analysis; Computer vision; Data mining; Distortion measurement; Face detection; Genetic algorithms; Histograms; Image edge detection; Object detection; Principal component analysis; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530608
  • Filename
    1530608