Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern
文献类型：期刊论文
| 作者 | Xia, Yong; Xiao, Bai-Hua ; Wang, Chun-Heng; Li, Yao-Dong; Huang, DS; Li, K; Irwin, GW
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| 刊名 | INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION
 |
| 出版日期 | 2006 |
| 卷号 | 345页码:497-506 |
| 英文摘要 | Segmentation based on character recognition is one of the most popular methods of segmenting mixed Chinese/English documents. However, the rejection to outliers is always the bottleneck of this method. A new method is provided to alleviate the problem in this paper. We will give language attribute of each segment as possible as we can and then merge or split segment according to the language attribute. First of all, we construct a mixed OCR engine for Chinese radical and English character and some English character-pairs. Furthermore, English negative samples are trained to improve the capability of rejection to outliers. Finally, language determination of segments based on the mixed OCR engine and complexity analysis of local pattern is conducted. Encouraging performance has been obtained according to the test results. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Automation & Control Systems ; Computer Science ; Engineering |
| 关键词[WOS] | MULTILAYER PERCEPTRONS |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000240385300051 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9235]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xia, Yong,Xiao, Bai-Hua,Wang, Chun-Heng,et al. Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern[J]. INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION,2006,345:497-506. |
| APA | Xia, Yong.,Xiao, Bai-Hua.,Wang, Chun-Heng.,Li, Yao-Dong.,Huang, DS.,...&Irwin, GW.(2006).Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern.INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION,345,497-506. |
| MLA | Xia, Yong,et al."Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern".INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION 345(2006):497-506. |
入库方式： OAI收割
来源：自动化研究所
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