Knowledge Commons of Institute of Automation,CAS
Font recognition based on global texture analysis | |
Zhu, Y; Tan, TN; Wang, YH | |
发表期刊 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
2001-10-01 | |
卷号 | 23期号:10页码:1192-1200 |
文章类型 | Article |
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. |
关键词 | Font Recognition Texture Analysts Content-independent |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | IDENTIFICATION ; FILTERS ; SEGMENTATION ; FEATURES |
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:000171586600012 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9834 |
专题 | 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. |
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