A Study on A Recognition Algorithm of Handwritten Japanese DocumentUsing Syntax Self-Organization Model With Data Mining
A Study on A Recognition Algorithm of Handwritten Japanese DocumentUsing Syntax Self-Organization Model With Data Mining
批准号:
22500170
负责人:
SUZUKI Masato
金额:
$2.16万
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (C)
财政年份:
2010
资助国家:
日本
项目状态:
已结题
起止时间:
2010 至 2012
中文摘要
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英文摘要
It is difficult to realize high recognition accuracy in Japanese handwritten document recognition, since a writer's peculiarity appeared strongly in type and the text itself don’t agree in Japanese syntax. In this research, we propose the self-organization model of Japanese syntax using natural language processing a data mining, and the self-organization model of learning patterns of chinese character recognition. As a result, the recognition accuracy of Japanese handwritten document is improved compared with the conventional method.
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