• DocumentCode
    75040
  • Title

    Exploring Facial Asymmetry Using Optical Flow

  • Author

    Jiansheng Chen ; Chang Yang ; Yu Deng ; Gang Zhang ; Guangda Su

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
  • Volume
    21
  • Issue
    7
  • fYear
    2014
  • fDate
    Jul-14
  • Firstpage
    792
  • Lastpage
    795
  • Abstract
    Human faces are highly but not precisely bilaterally symmetrical. We present in this letter a measurement of facial asymmetry based on the optical flow field between a face image and its bilaterally mirrored counterpart. We revisit the problem of facial asymmetry quantification and confirm some conclusions in previous research by applying the proposed asymmetry measurement on a dataset containing 4000 subjects. Moreover, the proposed measurement also contains information on facial asymmetry compensation and thus can be used to facilitate various face processing tasks such as face image beautification, 3D face reconstruction and face recognition. Experimental results show the flexibility and effectiveness of our proposal.
  • Keywords
    face recognition; image reconstruction; image sequences; 3D face reconstruction; face image beautification; face processing tasks; face recognition; facial asymmetry compensation; facial asymmetry exploration; facial asymmetry measurement; facial asymmetry quantification problem; optical flow field; Computer vision; Face recognition; Image motion analysis; Optical imaging; Optical signal processing; Optical variables measurement; Three-dimensional displays; Face recognition; facial asymmetry; optical flow; symmetry detection;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2014.2316918
  • Filename
    6787000