Title :
In the use of the spontaneous pupillary oscillations as a new biometric trait
Author :
Villalbos-Castaldi, Fabiola M. ; Suaste-Gomez, Ernesto
Author_Institution :
Dept. of Electr. Eng., Center of Res. & Adv. Studies of the Nat. Polytech. Inst., Mexico City, Mexico
Abstract :
It is presented a novel pupillary-based identification system, along with the early identity authentication results and analysis, based on the spatio-temporal features computed from the spontaneous pupillary oscillations. The authors demonstrate that this biometric trait has the capability to provide enough discriminative information to authenticate the identity of a subject. A new methodology to compute the spatio-temporal biometric template recordings of the pupil area changes, in a video-oculography sequence under constant luminance level, is also introduced in this paper. According to the authors´ knowledge, there is no evidence that other attempts were made, addressing this methodology to distinguish individuals based on the spatiotemporal representations, computed from the normal dilation-contraction behavior of the pupil. Liveness will be detected by using the information obtained from the spontaneous pupillary oscillation mechanism. Preliminary experiments were conducted by using a particular own collected database, resulting in a (Equal Error Rate) in the order of 0.2338%.
Keywords :
iris recognition; message authentication; video signal processing; biometric trait; constant luminance level; identity authentication; normal dilation-contraction behavior; pupillary-based identification system; spatio-temporal biometric template; spontaneous pupillary oscillation; video-oculography sequence; Databases; Feature extraction; Image recognition; Iris recognition; Muscles; Oscillators; Video sequences; Spontaneous pupillary oscillations; pupillary hippus; spatio-temporal biometric template; video-based identification system;
Conference_Titel :
Biometrics and Forensics (IWBF), 2014 International Workshop on
Conference_Location :
Valletta
DOI :
10.1109/IWBF.2014.6914259