DocumentCode
2974148
Title
Infrared facial recognition using modified blood perfusion
Author
Wu, Shiqian ; Gu, Zhenghui ; Chia, Kia Ai ; Ong, Sim Heng
Author_Institution
Inst. for Infocomm Res., Singapore
fYear
2007
fDate
10-13 Dec. 2007
Firstpage
1
Lastpage
5
Abstract
An infrared (IR) facial image represents a measurement of thermal distribution of a face which is independent of illumination. However, it has been found that facial thermograms vary with ambient temperature, physiological as well as psychological conditions, which result in severe decline in recognition rate. In this paper, we present a modified blood perfusion model which is much simpler than the original one. The experimental results have illustrated that the performances of the two models are comparable and outperform the thermal data for same-session data. To be more important, it is demonstrated that performance of the modified blood perfusion model is superior to the original model for time-lapse testing.
Keywords
face recognition; image representation; infrared imaging; ambient temperature; facial thermograms; image representation; infrared facial recognition; modified blood perfusion; thermal distribution; time-lapse testing; Biometrics; Blood; Face detection; Face recognition; Heat transfer; Infrared heating; Infrared imaging; Lighting; Skin; Temperature; Face recognition; blood perfusion biometrics; infrared facial images;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Communications & Signal Processing, 2007 6th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-0982-2
Electronic_ISBN
978-1-4244-0983-9
Type
conf
DOI
10.1109/ICICS.2007.4449707
Filename
4449707
Link To Document