Title :
Personal identification method using writing pressure in spatial sequence
Author :
Watanabe, Tatsuhito ; Katsura, Seiichiro
Author_Institution :
Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
Abstract :
In this paper, a personal identification method using force and position information is proposed. This paper assumes personal identification from signature. In this case, force and position information mean writing pressure and handwriting, respectively. To extract position and force information, a bilateral teleoperation system is used. Using the bilateral teleperation enables to measure both position and reaction force from environment at the same time. Moreover, this paper derives a coefficient of correlation between two signatures, which are written by two persons. Correlations are calculated from both position and force information in spatial sequence. After that, comprehensive correlation is derived by averaging two correlations of position and force. By deriving in spatial sequence, the proposed method enables to derive correct correlation even when a size of character is different. Finally, by comparing the coefficient of correlation, the personal identification is constructed. The validity of the proposed method is verified by experimental results.
Keywords :
biometrics (access control); data acquisition; force measurement; handwriting recognition; position measurement; telecontrol; bilateral teleoperation system; comprehensive correlation; force information; handwriting; personal identification; position information; spatial sequence; writing pressure; Bandwidth; Cutoff frequency; Data mining; Design engineering; Force measurement; Master-slave; Position measurement; Systems engineering and theory; Time measurement; Writing; Bilateral control; Personal identification; Spatial sequence;
Conference_Titel :
Electrical Machines and Systems, 2009. ICEMS 2009. International Conference on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4244-5177-7
Electronic_ISBN :
978-4-88686-067-5
DOI :
10.1109/ICEMS.2009.5382758