Signature Verification Using Young's Lattice Grid Modeling

A. Hadjipanteli, Department of Electronic Engineering, Technolog ical and Educational Institute of Athens Egaleo, 12210 Greece, E. N. Zois, A. Nassiopoulos, Department of Electronic Engineering, Technolog ical and Educational Institute of Athens Egaleo, 12210 Greece, Department of Electronic Engineering, Technolog ical and Educational Institute of Athens Egaleo, 12210 Greece
2016 Journal of Engineering Science and Technology Review  
A promising off-line signature verification system based on grid based feature extraction is designed and evaluated. This work begins with a brief overview of the various stages which comprise a signature verification system. Next, the Young's lattice grid feature extraction concept is described in order to represent and model the primitive occurrences of handwritten signature. Two verification approaches have been applied based on the minimum distance classifier and the binary support vector
more » ... ry support vector machine. System evaluation was performed by using the MCYT-75 signature database. Experimental results based on the database are presented and the method seems promising; although further study is required.
doi:10.25103/jestr.096.28 fatcat:hcb32k7cxjfwnjyac6ffzkr2mq