• DocumentCode
    2381515
  • Title

    A robust face recognition method using edge-based features

  • Author

    Rad, Reza Moradi ; Attar, Abdolrahman ; Atani, Reza Ebrahimi

  • Author_Institution
    Dept. of Comput. Eng., Univ. of Guilan, Rasht, Iran
  • fYear
    2012
  • fDate
    18-20 March 2012
  • Firstpage
    185
  • Lastpage
    188
  • Abstract
    Face recognition, as one of the most interesting and successful applications of image understanding and machine vision, has grown a lot of attention during the past years. Basically human faces are very similar in structure with minor differences from person to person. In this paper a new robust face recognition method is proposed which exploit edge-based features of faces. The performance of this method is independent from the scenario of face recognition. Difficult scenarios of face recognition are including pose variation, illumination conditions, scale variability, images taken years apart, glasses, moustaches, beards, and low quality image.
  • Keywords
    computer vision; edge detection; face recognition; feature extraction; lighting; edge-based features; human faces; illumination conditions; image understanding; low quality image; machine vision; pose variation; robust face recognition method; scale variability; Databases; Face; Face recognition; Feature extraction; Humans; Image edge detection; Robustness; Authentication; Face Recognition; Feature Extraction; Human Identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers & Informatics (ISCI), 2012 IEEE Symposium on
  • Conference_Location
    Penang
  • Print_ISBN
    978-1-4673-1685-9
  • Type

    conf

  • DOI
    10.1109/ISCI.2012.6222691
  • Filename
    6222691