• DocumentCode
    3776457
  • 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
  • fYear
    2015
  • Firstpage
    74
  • Lastpage
    79
  • 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"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2015 15th International Conference on
  • Electronic_ISBN
    2164-7151
  • Type

    conf

  • DOI
    10.1109/ISDA.2015.7489203
  • Filename
    7489203