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