Title :
Biometric personal identification using sole information
Author :
Yamakawa, Takeshi ; Taniguchi, Kazuhiko ; Momen, Toshio ; Kobashi, Syoji ; Kondo, Katsuya ; Hata, Yutaka
Author_Institution :
Univ. of Hyogo, Hyogo
Abstract :
In this paper, we propose a personal identification method using sole information. We employ pressure changes of sole in walking. First, we do a preliminary examination using a load distribution sensor. We employ a neural network for a personal identification method. As the result, we show a possibility of an identification system by sole information using the load distribution sensor. Based on the result, we propose a personal identification method by sole pressure changes using three air pressure sensors. This method could identify one of five volunteers at 85.4% recognition rate.
Keywords :
biometrics (access control); neural nets; pressure sensors; biometric personal identification; load distribution sensor; neural network; pressure changes; sole information; Biometrics; Costs; Data mining; Forgery; Legged locomotion; Neural networks; Privacy; Psychology; Retina; Sensor phenomena and characterization;
Conference_Titel :
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-0990-7
Electronic_ISBN :
978-1-4244-0991-4
DOI :
10.1109/ICSMC.2007.4414065