An HMM on-line signature verification algorithm

Authors:
Daigo Muramatsu;Takashi Matsumoto
Affiliations:
Electrical, Electoronics and Computer Engineering, Waseda University, Tokyo, Japan;Electrical, Electoronics and Computer Engineering, Waseda University, Tokyo, Japan
Venue:
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Year:
2003

Citing 2
Cited 3

Pen-input On-line Signature Verification with Position Pressure Inclination Trajectories

IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
On-line signature verification algorithm incorporating pen position, pen pressure and pen inclination trajectories

ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 200. on IEEE International Conference - Volume 02

Gaussian Mixture Models for on-line signature verification

WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
A writer identification system for on-line whiteboard data

Pattern Recognition
An efficient online signature verification scheme using dynamic programming of string matching

ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology

Quantified Score

Hi-index	0.00

Visualization

Abstract

Authentication of individuals is rapidly becoming an important issue. On-line signature verification is one of the methods that use biometric features of individuals. This paper proposes a new HMM algorithm for on-line signature verification incorporating signature trajectories. The algorithm utilizes only pen position trajectories. No other information is used which makes the algorithm simple and fast. A Preliminary experiment was performed and the intersection of FAR and FRR was 2.78%.