Title :
Online Arabic writer identification based on Beta-elliptic model
Author :
Thameur Dhieb;Wael Ouarda;Houcine Boubaker;Mohamed Ben Halima;Adel M. Alimi
Author_Institution :
REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, ENIS, BP 1173, 3038, Tunisia
Abstract :
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.
Keywords :
"Shape","Databases","Biological system modeling","Training"
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2015 15th International Conference on
Electronic_ISBN :
2164-7151
DOI :
10.1109/ISDA.2015.7489203