• DocumentCode
    2636420
  • Title

    Face features detection and representation by morphological reconstruction and linking

  • Author

    Yi, Fazhen ; Feng, Xin ; Qu, Zhenshen

  • Author_Institution
    Dept. of Electr. Eng., Beijing Jiaotong Univ., Beijing
  • fYear
    2008
  • fDate
    10-12 Dec. 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we try to address the low level image features detection and representation problem under various illuminations and in various backgrounds. We use multiple thresholds iteratively get a proper threshold value. The results of detection may have disconnected lines, or edges, or boundaries. We use morphological reconstruction and edge linking algorithm to rebuild the edge and connect the disconnected boundaries. Also, we use a set of straight line to approximate the contours or boundaries of the face features, which can simplify the representation of these features. Experiments on human face images show that the results are good.
  • Keywords
    edge detection; face recognition; object detection; edge linking algorithm; face features detection; face features representation; morphological reconstruction; Computer vision; Face detection; Face recognition; Feature extraction; Image edge detection; Joining processes; Layout; Lighting; Principal component analysis; Space technology; Illumination invariance; face recognition; feature extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-3908-9
  • Electronic_ISBN
    978-1-4244-2386-6
  • Type

    conf

  • DOI
    10.1109/ISSCAA.2008.4776184
  • Filename
    4776184