Knowledge Commons of Institute of Automation,CAS
Handwritten Chinese character recognition by metasynthetic approach | |
Hao, HW; Xiao, XH; Dai, RW | |
发表期刊 | PATTERN RECOGNITION |
1997-08-01 | |
卷号 | 30期号:8页码:1321-1328 |
文章类型 | Article |
摘要 | Enlightened by the idea of metasynthesis, two integration approaches for handwritten Chinese character recognition are proposed in this paper. The first one is Integration based on a Linear Model and the second one is Network Integration based on Supervised Learning. Compared with previous integration approaches, the proposed methods succeed in automatically acquiring the parameters of the integrated systems by supervised learning which is very important for the large number of classes of pattern recognition problems. The experimental results show that the performances of the synthesized systems are much better than any of the individual classifiers. (C) 1997 Pattern Recognition Society. Published by Elsevier Science Ltd. |
关键词 | Metasynthesis Handwritten Chinese Character Recognition (Hccr) IntegratiOn Based On a Linear Model (Ilm) Network IntegratiOn Based On Supervised Learning (Nisl) Human-machine Integration |
WOS标题词 | Science & Technology ; Technology |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Computer Science ; Engineering |
WOS类目 | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS记录号 | WOS:A1997XH88300008 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/21914 |
专题 | 09年以前成果 |
作者单位 | CHINESE ACAD SCI,INST AUTOMAT,ARTIFICIAL INTELLIGENCE LAB,BEIJING 100080,PEOPLES R CHINA |
推荐引用方式 GB/T 7714 | Hao, HW,Xiao, XH,Dai, RW. Handwritten Chinese character recognition by metasynthetic approach[J]. PATTERN RECOGNITION,1997,30(8):1321-1328. |
APA | Hao, HW,Xiao, XH,&Dai, RW.(1997).Handwritten Chinese character recognition by metasynthetic approach.PATTERN RECOGNITION,30(8),1321-1328. |
MLA | Hao, HW,et al."Handwritten Chinese character recognition by metasynthetic approach".PATTERN RECOGNITION 30.8(1997):1321-1328. |
条目包含的文件 | 条目无相关文件。 |
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