Reconstruction and recognition of internally broken handwritten digits

被引：0
|
作者：
Yu, DG [1 ]
Lai, W [1 ]
Yan, H [1 ]
机构：
[1] Swinburne Univ Technol, Sch Informat Technol, Hawthorn, Vic 3122, Australia
来源：
6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS: IMAGE, ACOUSTIC, SPEECH AND SIGNAL PROCESSING I | 2002年
关键词：
handwritten digits; structural points; character skeleton; structural pattern models; broken character recognition;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper, an efficient method is developed to reconstruct and recognize internally broken handwritten digits. The extracted structural points and skeletons are used to describe the structure of handwritten digits. The pattern models of internally broken handwritten digits are constructed and reconstruction and recognition of these digits are made based on the morphological structural analysis of their pattern models and their skeleton structure analysis. The method has been tested with broken digits extracted from NIST database and provides a reconstruction and recognition rate of 99.3%.
引用
收藏
页码：223 / 227
页数：5
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