Ink matching of cursive Chinese handwritten annotations

被引:4
|
作者
Lopresti, DP
Ma, MY
Wang, PSP
Crisman, JD
机构
[1] Panason Technol Inc, Panason Informat & Netwoking Technol Lab, Princeton, NJ 08540 USA
[2] Northeastern Univ, Coll Comp Sci, Boston, MA 02115 USA
[3] Northeastern Univ, Dept Elect & Comp Engn, Boston, MA 02115 USA
关键词
approximate ink matching; semantic matching; electronic ink matching; Chinese handwritten annotations; radical extraction;
D O I
10.1142/S0218001498000099
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we discuss the notion of treating electronic ink as first class data without attempting to recognize it by presenting two different variations of approximate ink matching (AIM) for searching ink data. We also illustrate a pen-based electronic document annotating and browsing system and methods for searching handdrawn personal notes employing the described matching schemes. Adapting from the Learning by Knowledge paradigm, we propose a semantic matching network that applies semantics of Chinese language early in the process of ink matching. Finally we evaluate several key components in our entire ink matching network via experiments. Preliminary experimental results show the approximate ink matching algorithms perform well, despite the informal and highly variable nature of Chinese handwriting. Our experiments also show some promising results on semantic matching and the feasibility of our semantic matching architecture.
引用
收藏
页码:119 / 141
页数:23
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