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Font recognition based on global texture analysis
Zhu, Y; Tan, TN; Wang, YH
2001-10-01
发表期刊IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
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
被引频次:89[WOS]   [WOS记录]     [WOS相关记录]
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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