Graphemes Segmentation for Arabic Online Handwriting Modeling

Houcine Boubaker, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi
Volume: 10, No: 4, Page: 503 ~ 522, Year: 2014
10.3745/JIPS.02.0006
Keywords: Baseline Detection, Diacritic Features, Fourier Descriptors, Geometric Parameters, Grapheme Segmentation, Online Arabic Handwriting Modeling
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Abstract
In the cursive handwriting recognition process, script trajectory segmentation and modeling represent an important task for large or open lexicon context that becomes more complicated in multi-writer applications. In this paper, we will present a developed system of Arabic online handwriting modeling based on graphemes segmentation and the extraction of its geometric features. The main contribution consists of adapting the Fourier descriptors to model the open trajectory of the segmented graphemes. To segment the trajectory of the handwriting, the system proceeds by first detecting its baseline by checking combined geometric and logic conditions. Then, the detected baseline is used as a topologic reference for the extraction of particular points that delimit the graphemes’ trajectories. Each segmented grapheme is then represented by a set of relevant geometric features that include the vector of the Fourier descriptors for trajectory shape modeling, normalized metric parameters that model the grapheme dimensions, its position in respect to the baseline, and codes for the description of its associated diacritics.

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Cite this article
IEEE Style
Houcine Boubaker, Najiba Tagougui, Haikal El Abed, Monji Kherallah, and Adel M. Alimi, "Graphemes Segmentation for Arabic Online Handwriting Modeling," Journal of Information Processing Systems, vol. 10, no. 4, pp. 503~522, 2014. DOI: 10.3745/JIPS.02.0006.

ACM Style
Houcine Boubaker, Najiba Tagougui, Haikal El Abed, Monji Kherallah, and Adel M. Alimi, "Graphemes Segmentation for Arabic Online Handwriting Modeling," Journal of Information Processing Systems, 10, 4, (2014), 503~522. DOI: 10.3745/JIPS.02.0006.