Title :
Person Recognition Form Video using Facial Mimics
Author :
Saeed, Usman ; Dugelay, Jean-Luc
Author_Institution :
Eurecom Inst., Sophia Antipolis, France
Abstract :
Video based facial recognition is an appealing modality in biometrics due to its acceptability and ease of use but the associated recognition rate is not high enough due to multiple sources of variation and lack of constraints in real world applications. In this article we investigate the possible contribution of facial mimics extracted from low quality videos for person recognition. The initial results reported tend to validate this original proposal, thus opening some new perspectives for design of future hybrid and efficient system combining facial appearance and dynamics.
Keywords :
biometrics (access control); face recognition; feature extraction; biometric modality; facial mimic extraction; person recognition rate; video based facial recognition; Bayesian methods; Biometrics; Eyes; Face recognition; Head; Hidden Markov models; Image recognition; Principal component analysis; Spatial databases; Video surveillance; Face Recognition; Image Processing;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366724