Online Arabic and French handwriting of Parkinson’s disease: The impact of segmentation techniques on the classification results

Ammour, Alae; Aouraghe, Ibtissame; Khaissidi, Ghizlane; Mrabti, Mostafa; Aboulem, Ghita; Belahsen, M.F.

doi:10.1016/j.bspc.2021.102429

Cited by 2 publications

(1 citation statement)

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“…Furthermore, most of the studies have dealt with the Western script. However, some studies, such as Ammour et al [135], have recently analyzed combined French and Arabic tasks from bilingual subjects. Another open question is the different methodologies that could be successfully transferred from one script to another.…”

Section: Challenges and Opportunitiesmentioning

confidence: 99%

A survey of visual and procedural handwriting analysis for neuropsychological assessment

Moetesum

Diaz

Masroor

et al. 2022

Neural Comput & Applic

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To date, Artificial Intelligence systems for handwriting and drawing analysis have primarily targeted domains such as writer identification and sketch recognition. Conversely, the automatic characterization of graphomotor patterns as biomarkers of brain health is a relatively less explored research area. Despite its importance, the work done in this direction is limited and sporadic. This paper aims to provide a survey of related work to provide guidance to novice researchers and highlight relevant study contributions. The literature has been grouped into “visual analysis techniques” and “procedural analysis techniques”. Visual analysis techniques evaluate offline samples of a graphomotor response after completion. On the other hand, procedural analysis techniques focus on the dynamic processes involved in producing a graphomotor reaction. Since the primary goal of both families of strategies is to represent domain knowledge effectively, the paper also outlines the commonly employed handwriting representation and estimation methods presented in the literature and discusses their strengths and weaknesses. It also highlights the limitations of existing processes and the challenges commonly faced when designing such systems. High-level directions for further research conclude the paper.

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Section: Challenges and Opportunitiesmentioning

confidence: 99%