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Self-Evaluation Thai Handwriting Program Using Dynamic Time Warping

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Thai alphabet handwriting practice is essential for elementary classroom. In the modern day, it is more convenient and efficient to practice handwriting on mobile devices. This work aims to develop Thai handwriting program which can automatically return the writing quality evaluation. The evaluation module makes writing progress analysis available and valuable. The module allows interactive learning; making the program more attractive for young students. The computation of the line drawing similarity score is based on dynamic time warping (DTW) technique. We designed the 18 test patterns of frequent drawing behaviors for the system validation. The experimental results show that preschool children can use the developed system without any assistance and the DTW technique offers intuitive way to evaluate handwriting quality.
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Keywords: Automatic Handwriting Evaluation; Dynamic Time Warping; Handwriting Quality; Self Evaluation; Thai Handwriting

Document Type: Research Article

Affiliations: Electrical Engineering Department, Faculty of Engineering, Kasetsart University, Bangkok 10900, Thailand

Publication date: July 1, 2018

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  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
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