Title :
A New Method for Fingerprint Antispoofing using Pulse Oxiometry
Author :
Reddy, P. Venkata ; Kumar, Ajay ; Rahman, S. M K ; Mundra, Tanvir Singh
Author_Institution :
Indian Inst. of Technol. Delhi, New Delhi
Abstract :
The deployment of fingerprint sensors is increasingly becoming common and has now gained high user acceptance. However, fingerprint sensors are susceptible to spoofing using artificial materials or in worst case to the dismembered fingers. Fake/gummy fingerprints have shown to fool most commercial fingerprint systems. This paper proposes a new method of anti-spoofing using reliable liveness detection. The proposed method of liveness detection is based on pulse oximetry and involves the known source of light originating from a probe at two wavelengths. The light is partly absorbed by haemoglobin, by amounts which differ depending on whether it is saturated with oxygen or deoxygenated haemoglobin. We then perform the computations for the absorption at two wavelengths to estimate the proportion of haemoglobin which is oxygenated. The computed percentage of oxygen in the saturated blood, along with the heart pulse rate, determines the liveness of enrolled biometric. Our experimental results demonstrate that the developed prototype can successfully thwart the spoof attacks (including those based on dismembered fingers).
Keywords :
bio-optics; biochemistry; blood; cardiology; fingerprint identification; molecular biophysics; oximetry; proteins; biometrics; fingerprint antispoofing; fingerprint sensors; haemoglobin; heart pulse rate; pulse oximetry; pulse oxiometry; reliable liveness detection; saturated blood; Biometrics; Biosensors; Blood; Fingerprint recognition; Fingers; Humans; Iris; Laboratories; Signal processing; Voltage;
Conference_Titel :
Biometrics: Theory, Applications, and Systems, 2007. BTAS 2007. First IEEE International Conference on
Conference_Location :
Crystal City, VA
Print_ISBN :
978-1-4244-1596-0
Electronic_ISBN :
978-1-4244-1597-7
DOI :
10.1109/BTAS.2007.4401916