DocumentCode
3367474
Title
On-line writer identification method based on FIR system characterizing pen-tip movement
Author
Matsuura, Takenobu ; Thumwarin, Pitak
Author_Institution
Dept. of Electr. & Electron. Eng., Tokai Univ., Hiratsuka
fYear
2008
fDate
14-17 Sept. 2008
Firstpage
201
Lastpage
204
Abstract
In this paper on-line writer identification problem is reduced to FIR system identification problem. Then person can be identified by evaluating the difference between the impulse responses of the FIR system for the reference and the person to be identified. The FIR system is realized by considering the DCTs of the horizontal and vertical components of the pen-tip movement with reduced fluctuation as the input and output, respectively. Finally, writer identification experiments are given to show the effectiveness of the proposed method.
Keywords
FIR filters; Wiener filters; discrete cosine transforms; handwriting recognition; FIR filters; Wiener filters; discrete cosine transforms; online writer identification; pen-tip movement; Acceleration; Discrete cosine transforms; Finite impulse response filter; Fluctuations; Handwriting recognition; Information technology; Signal processing; System identification; Time frequency analysis; Wiener filter; FIR system; Wiener filter; impulse response; on-line; pen-tip movement; writer identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals and Electronic Systems, 2008. ICSES '08. International Conference on
Conference_Location
Krakow
Print_ISBN
978-83-88309-47-2
Electronic_ISBN
978-83-88309-52-6
Type
conf
DOI
10.1109/ICSES.2008.4673392
Filename
4673392
Link To Document