• DocumentCode
    2290933
  • Title

    Localizing the iris center by region growing search

  • Author

    Cao, Bo ; Shan, Shiguang ; Gao, Wen ; Zhao, Debin

  • Author_Institution
    Inst. of Comput. Technol., Acad. Sinica, Beijing, China
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    129
  • Abstract
    A novel approach to localize human iris centers in facial images is proposed. From the estimated nose center of the detected face, the proposed method searches for the possible iris edge by gradually growing a rectangle, and then localizes the iris center in an expected region by searching for the pixel, which has the minimum average intensity. Experimental results show that this method has good performance for facial images under variations in pose and lighting direction. The speed of the method is notably fast. It has been successfully applied to a face recognition system for providing the eye locations for aligning faces.
  • Keywords
    eye; face recognition; feature extraction; parameter estimation; search problems; eye locations; face alignment; face recognition; facial images; iris center localization; lighting direction; nose center; pose; region growing search; Eyebrows; Eyes; Face detection; Face recognition; Facial features; Feature extraction; Image edge detection; Iris; Nose; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on
  • Print_ISBN
    0-7803-7304-9
  • Type

    conf

  • DOI
    10.1109/ICME.2002.1035529
  • Filename
    1035529