Online Arabic writer identification based on Beta-elliptic model
Thameur Dhieb, Wael Ouarda, Houcine Boubaker, Mohamed Ben Halima, Adel M. Alimi · 2015
This paper proposes an automatic text-independent online Arabic writer identification system. The main contribution of our system is to explore the utility of Beta-elliptic model in features extraction for online writer identification, due to the rich output of Beta-elliptic model in terms of graphical, kinematical and biometrical data. The efficiency of the considered features has been evaluated using feed forward neural network classifier. Experimental results on ADAB Database show the performance of the proposed system in online Arabic writer identification task.