Simulation and Evaluation of Signature Recognition Techniques
Dina A.M. Darwish · 2013
The digital signature verification has become a widely important demand. Due to the increase of the use of online and offline digital signature in bank transactions and user authentication and other activities, methods of verification of these signatures have been diversified. The methods of verification include both online (or dynamic) and off- line (static) signature verification algorithms. This paper, investigates simulation and evaluation of signature recognition techniques. Several features are develop ed for signature recognition. A simulation technique is proposed for evaluation of signature recognition algorithms. Three signature recognition techniques are considered for evaluation based on the proposed simulation technique namely: radial basis network, nearest neighbor classifier, and k-nearest neighbor search using exhaustive search and the results of evaluation are discussed and analyzed.