DocumentCode :
1570801
Title :
Real Time Lip Motion Analysis for a Person Authentication System using Near Infrared Illumination
Author :
Shafait, Faisal ; Kricke, R. ; Shdaifat, I. ; Grigat, R. -R.
Author_Institution :
Dept. of Vision Syst., Hamburg Univ. of Technol., Germany
fYear :
2006
Firstpage :
1957
Lastpage :
1960
Abstract :
In this paper we present an approach for lip motion analysis that can be used in conjunction with a person authentication system based on face recognition, to avoid attacks on the system using passive photographs. This work focuses on robustly tracking lips in gray scale images, which may be captured in the visible light or near infrared spectrum. We present an approach for locating the two lip corners in a face image. Then we extract suitable features from the mouth region to classify mouth states (visemes). The system shows a classification accuracy of above 85%. The temporal changes in the detected viseme classes can be used for detecting the imposter.
Keywords :
face recognition; feature extraction; image classification; image motion analysis; infrared imaging; face recognition; feature extraction; infrared illumination; passive photograph; person authentication system; real time lip motion analysis; Authentication; Face recognition; Infrared imaging; Infrared spectra; Lighting; Lips; Motion analysis; Mouth; Real time systems; Robustness; Discrete cosine transforms; Image analysis; Infrared imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1522-4880
Print_ISBN :
1-4244-0480-0
Type :
conf
DOI :
10.1109/ICIP.2006.312798
Filename :
4106940
Link To Document :
بازگشت