Title :
A new algorithm for signature verification system based on DTW and GMM
Author :
Miguel-Hurtado, Oscar ; Mengibar-Pozo, Luis ; Pacut, Andrzej
Author_Institution :
Univ. Carlos III of Madrid, Leganes
Abstract :
This paper continue our previous work on combining dynamic time warping and Gaussian mixture modelling for automatic signature verification. MCyT signature database which contains data for 100 users, with 25 genuine and 25 forged signatures per users, has been used to test the proposed methods.
Keywords :
Gaussian processes; handwriting recognition; DTW; GMM; Gaussian mixture modelling; MCyT signature database; automatic signature verification system; dynamic time warping; Biometrics; Data mining; Databases; Error analysis; Feature extraction; Graphics; Handwriting recognition; Law; Legal factors; Testing; Dynamic Time Warping; Gaussian Mixture Models; On-Line Signature;
Conference_Titel :
Security Technology, 2008. ICCST 2008. 42nd Annual IEEE International Carnahan Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4244-1816-9
Electronic_ISBN :
978-1-4244-1817-6
DOI :
10.1109/CCST.2008.4751303
