Off-line handwritten Chinese character recognition with nonlinear pre-classification
文献类型：期刊论文
| 作者 | Zen, LX; Dai, RW ; Tan, T; Shi, YC; Gao, W
|
| 刊名 | ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS
 |
| 出版日期 | 2000 |
| 卷号 | 1948页码:473-479 |
| 关键词 | chinese character recognition Association Class Grouping neural network feature of contour direction Bayesian classifier |
| 英文摘要 | In this paper, we describe a new Chinese character recognition system, in which neural networks are employed as a nonlinear pre-classifier to pre-classify similar Chinese characters, and an algorithm of clustering called Association Class Grouping algorithm (ACG) is hired to cluster similar Chinese characters. In our system, feature of contour direction is extracted to form a Bayesian classifier. Experiments have been conducted to recognize 3,755 Chinese Characters. The recognition rate is about 92%. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000174117200062 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9797]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, AI Lab, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zen, LX,Dai, RW,Tan, T,et al. Off-line handwritten Chinese character recognition with nonlinear pre-classification[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:473-479. |
| APA | Zen, LX,Dai, RW,Tan, T,Shi, YC,&Gao, W.(2000).Off-line handwritten Chinese character recognition with nonlinear pre-classification.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,473-479. |
| MLA | Zen, LX,et al."Off-line handwritten Chinese character recognition with nonlinear pre-classification".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):473-479. |
入库方式： OAI收割
来源：自动化研究所
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