Title :
Effect of Multidimensional Delay Vector in On-Line Handwriting Verification
Author :
Manabe, Yusuke ; Chakraborty, Basabi
Author_Institution :
Iwate Prefectural Univ., Iwate
Abstract :
Recently dynamic biometric technologies such as speech, online signature, gait pattern, are rapidly progressing. In order to evaluate the dynamic features from a time series, we proposed a novel similarity measurement, translation error. Translation error is computed by transition of multidimensional delay vector generated from an observed time series. In this work, we report the effect of multidimensional delay vector for online handwriting verification. Simulation results show that the multidimensional delay vector is a significant factor for improvement of verification accuracy.
Keywords :
handwriting recognition; time series; dynamic biometric technologies; multidimensional delay vector; online handwriting verification; time series; translation error; Biometrics; Computational modeling; Computer errors; Costs; Delay effects; Information science; Multidimensional systems; Signal generators; Signal processing algorithms; Time measurement;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.279