Keyword spotting in unconstrained handwritten Chinese documents using contextual word model
文献类型：期刊论文
| 作者 | Huang, Liang1; Yin, Fei2 ; Chen, Qing-Hu1; Liu, Cheng-Lin2
|
| 刊名 | IMAGE AND VISION COMPUTING
 |
| 出版日期 | 2013-12-01 |
| 卷号 | 31期号:12页码:958-968 |
| 关键词 | Keyword spotting Chinese handwritten documents Word similarity Contextual word model |
| 英文摘要 | This paper proposes a method for keyword spotting in off-line Chinese handwritten documents using a contextual word model, which measures the similarity between the query word and every candidate word in the document by combining a character classifier and the geometric context as well as linguistic context. The geometric context model characterizes the single-character likeliness and between-character relationship. The linguistic model utilizes the dependency of the word with the external adjacent characters. The combining weights are optimized on training documents. Experiments on a large handwriting database CASIA-HWDB demonstrate the effectiveness of the proposed method and justify the benefits of geometric and linguistic contexts. Compared to transcription-based text search, the proposed method can provide higher recall rate, and for spotting words of four characters, the proposed method provides both higher precision and recall rate. (C) 2013 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic ; Optics |
| 研究领域[WOS] | Computer Science ; Engineering ; Optics |
| 关键词[WOS] | HIDDEN MARKOV-MODELS ; CHARACTER-RECOGNITION ; RETRIEVAL ; IMAGES ; SHAPE ; SEGMENTATION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000329151300006 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3074]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_模式分析与学习团队 |
| 作者单位 | 1.Wuhan Univ, Sch Elect Informat, Wuhan 430079, Hubei, Peoples R China 2.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Huang, Liang,Yin, Fei,Chen, Qing-Hu,et al. Keyword spotting in unconstrained handwritten Chinese documents using contextual word model[J]. IMAGE AND VISION COMPUTING,2013,31(12):958-968. |
| APA | Huang, Liang,Yin, Fei,Chen, Qing-Hu,&Liu, Cheng-Lin.(2013).Keyword spotting in unconstrained handwritten Chinese documents using contextual word model.IMAGE AND VISION COMPUTING,31(12),958-968. |
| MLA | Huang, Liang,et al."Keyword spotting in unconstrained handwritten Chinese documents using contextual word model".IMAGE AND VISION COMPUTING 31.12(2013):958-968. |
入库方式： OAI收割
来源：自动化研究所
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