Title :
A touch-less fingerphoto recognition system for mobile hand-held devices
Author :
Tiwari, Kamlesh ; Gupta, Phalguni
Author_Institution :
Dept. of Comput. Sci. & Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
Abstract :
Fingerphoto is an image of a human finger obtained with the help of an ordinary camera. Its acquisition is convenient and does not require any particular biometric scanner. The high degree of freedom in finger positioning introduces challenges to its recognition. This paper proposes a fingerphoto based human authentication system for mobile hand-held devices by using a non-conventional scale-invariant features. The system utilizes built-in camera of the mobile devices to acquire biometric sample and therefore, eliminates the dependence over specifics scanners. It can successfully handle some of the issues like orientation, rotation and lack of registration at the time of matching. It has achieved CRR of 96.67% and EER of 3.33% which is better than any other system available in the literature.
Keywords :
cameras; feature extraction; fingerprint identification; image matching; image registration; smart phones; CRR; EER; biometric scanner; biometrics; cameras; finger positioning; fingerphoto based human authentication system; high-degree-of-freedom; human finger image acquisition; image matching; image orientation; image registration; image rotation; mobile hand-held devices; scale-invariant features; touch-less fingerphoto recognition system; Cameras; Databases; Feature extraction; Image recognition; Image segmentation; Mobile communication; Mobile handsets;
Conference_Titel :
Biometrics (ICB), 2015 International Conference on
Conference_Location :
Phuket
DOI :
10.1109/ICB.2015.7139045