DocumentCode
2369003
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
fYear
2008
fDate
13-16 Oct. 2008
Firstpage
206
Lastpage
213
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/CCST.2008.4751303
Filename
4751303
Link To Document