Font recognition based on global texture analysis
文献类型：期刊论文
| 作者 | Zhu, Y; Tan, TN ; Wang, YH
|
| 刊名 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
 |
| 出版日期 | 2001-10-01 |
| 卷号 | 23期号:10页码:1192-1200 |
| 关键词 | font recognition texture analysts content-independent |
| 英文摘要 | In this paper, we describe a novel texture-analysis-based approach toward font recognition. Existing methods are typically based on local typographical features that often, require connected components analysis. In our method, we take the document as an image containing some, specific textures, and regard font recognition as texture identification. The method is content-independent and involves no detailed local feature analysis. Experiments are, carried out by using 14,000 samples of 24 frequently used Chinese fonts (six typefaces combined with four styles), as welt as 32 frequently used English fonts (eight typefaces combine with four styles). An average recognition rate of 99.1 percent is achieved. Experimental results are also included on the robustness of the method against image degradation (e.g., Pepper and Salt noise) and on the comparison with existing methods. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | IDENTIFICATION ; FILTERS ; SEGMENTATION ; FEATURES |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000171586600012 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9834]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100080, Peoples R China 2.Georgia Inst Technol, Coll Comp, Atlanta, GA 30332 USA |
| 推荐引用方式 GB/T 7714 | Zhu, Y,Tan, TN,Wang, YH. Font recognition based on global texture analysis[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,2001,23(10):1192-1200. |
| APA | Zhu, Y,Tan, TN,&Wang, YH.(2001).Font recognition based on global texture analysis.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,23(10),1192-1200. |
| MLA | Zhu, Y,et al."Font recognition based on global texture analysis".IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 23.10(2001):1192-1200. |
入库方式： OAI收割
来源：自动化研究所
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