Title :
Elastic face - an anatomy-based biometrics beyond visible cue
Author :
Zhang, Yong ; Kundu, Sangeeta J. ; Goldgof, Dmitry B. ; Sarkar, Sudeep ; Tsap, Leonid V.
Author_Institution :
Dept. of Comput. Sci. & Eng., South Florida Univ., Tampa, FL, USA
Abstract :
This paper describes a face recognition method that is designed based on the consideration of anatomical and biomechanical characteristics of facial tissues. Elastic strain pattern inferred from facial expression can reveal an individual´s biometric signature associated with the underlying anatomical structure, and thus has the potential for face recognition. A method based on the continuum mechanics infinite element formulation is employed to compute the strain pattern. Experiments show very promising results. The proposed method is quite different from other face recognition methods, and its advantages and limitations, as well as future research for improvement are discussed.
Keywords :
biological tissues; biometrics (access control); face recognition; anatomical characteristics; anatomy-based biometrics; biomechanical characteristics; continuum mechanics infinite element formulation; elastic strain pattern; face recognition method; Anatomical structure; Biometrics; Capacitive sensors; Design engineering; Face recognition; Facial animation; Fingerprint recognition; Finite element methods; Muscles; Pattern recognition;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333969