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
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2014.2316918