A complete system for Bangla handwritten numeral recognition

被引：25
|
作者：
Pal, U.
Chaudhuri, B. B.
Belaid, A.
机构：
[1] Indian Stat Inst, Comp Vis & Patten Recognition Unit, Kolkata 700108, India
[2] LORIA, Grp READ, F-54506 Vandoeuvre Les Nancy, France
来源：
IETE JOURNAL OF RESEARCH | 2006年 / 52卷 / 01期
关键词：
handwritten segmentation; handwritten recognition; bangla numeral; Indian script;
D O I：
10.1080/03772063.2006.11416437
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper deals with a complete recognition system for unconstrained off-line Bangla (Bengali) handwritten numerals. To take care of variability involved in the writing style of different individuals, a robust scheme is presented here. The scheme is mainly based on new features obtained from the concept of water overflow from reservoir as well as topological and structural features of the numerals. The proposed scheme is tested on data collected from different individuals of various background and we obtained an overall recognition accuracy of about 92.8% from 12000 data.
引用
收藏
页码：27 / 34
页数：8
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