loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
18th International Conference on Pattern Recognition (ICPR'06) Volume 2
On-Line Signature Verification by Exploiting Inter-Feature Dependencies
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
M. Khalid Khan, CIIT, Islamabad, Pakistan
M. Aurangzeb Khan, CIIT, Islamabad, Pakistan
Mohammad A. U. Khan, Kyung Hee University, Korea
Imran Ahmad, University of Windsor, Canada
The traditional on-line signature verification process involves use of various dynamic features such as velocity, pressure, acceleration, angles, etc. The idea is to device a composite vector structure combining more than one feature where each feature is treated independently. Our proposed research work is an attempt to exploit the interfeature dependencies by employing a higher dimensional vector approach. The strategy adopted here is to obtain pressure strokes with respect to various velocity bands. The strokes thus obtained are found to portray a reasonably accurate basis for discriminating genuine vs forgery class. The simulation results validate our assumptions and show improvements in the discriminating index.
Citation:
M. Khalid Khan, M. Aurangzeb Khan, Mohammad A. U. Khan, Imran Ahmad, "On-Line Signature Verification by Exploiting Inter-Feature Dependencies," icpr, vol. 2, pp.796-799, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
Usage of this product signifies your acceptance of the Terms of Use.