Title :
New Strategy for the On-Line Handwriting Modelling
Author :
Boubaker, Houcine ; Kherallah, Monji ; Alimi, Adel M.
Author_Institution :
Sfax Univ., Sfax
Abstract :
In this article, we present initially arguments supporting the idea of the approximation of a cursive handwriting trajectory by arcs of ellipses. Then, we introduce a new strategy which improves the dynamic and geometrical features of the online handwritten trajectory modeling. We show that the curvilinear velocity can be rebuilt with the superposition of two components successively named the "Beta" model and the "Carrying" dragged component. After that, we integrated the geometrical characteristics as the arcs of ellipses for the layout modeling.
Keywords :
feature extraction; geometry; handwritten character recognition; beta model; carrying dragged component; cursive handwriting trajectory; curvilinear velocity; dynamic features; ellipses arcs; geometrical features; line handwriting modeling; online handwritten trajectory modeling; Educational institutions; Machine intelligence; Neuromuscular; Shape; Solid modeling; Writing;
Conference_Titel :
Document Analysis and Recognition, 2007. ICDAR 2007. Ninth International Conference on
Conference_Location :
Parana
Print_ISBN :
978-0-7695-2822-9
DOI :
10.1109/ICDAR.2007.4377112