期刊
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK
卷 64, 期 2, 页码 187-194出版社
WALTER DE GRUYTER GMBH
DOI: 10.1515/bmt-2017-0148
关键词
handwriting; multi-class linear discriminant analysis; on-surface and in-air kinematic parameters; Parkinson's disease
资金
- Ministry of Education, Science and Technological Development of the Republic of Serbia [175016]
The purpose of this paper is to emphasize the importance of in-air movement besides on-surface movement for handwriting analysis. The proposed method uses a classification of drawing healthy subjects and subjects with Parkinson's disease, according to their on-surface and in-air handwriting parameters during their writing on a graphical tablet. Experimental results on real data sets demonstrate that the highest accuracy of subject's classification was obtained by combining both on-surface and in-air kinematic parameters.
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