Text detection and recognition in imagery: a survey
文献类型：期刊论文
| 作者 | Ye, Qixiang1; Doermann, David2 |
| 刊名 | Ieee transactions on pattern analysis and machine intelligence
 |
| 出版日期 | 2015-07-01 |
| 卷号 | 37期号:7页码:1480-1500 |
| 关键词 | Text detection Text localization Text recognition Survey |
| ISSN号 | 0162-8828 |
| DOI | 10.1109/tpami.2014.2366765 |
| 通讯作者 | Ye, qixiang(qxye@ucas.ac.cn) |
| 英文摘要 | This paper analyzes, compares, and contrasts technical challenges, methods, and the performance of text detection and recognition research in color imagery. it summarizes the fundamental problems and enumerates factors that should be considered when addressing these problems. existing techniques are categorized as either stepwise or integrated and sub-problems are highlighted including text localization, verification, segmentation and recognition. special issues associated with the enhancement of degraded text and the processing of video text, multi-oriented, perspectively distorted and multilingual text are also addressed. the categories and sub-categories of text are illustrated, benchmark datasets are enumerated, and the performance of the most representative approaches is compared. this review provides a fundamental comparison and analysis of the remaining problems in the field. |
| WOS关键词 | NATURAL SCENE IMAGES ; COMPLEX DOCUMENT IMAGES ; CHARACTER-RECOGNITION ; VIDEO FRAMES ; COLOR IMAGES ; AUTOMATIC DETECTION ; SEGMENTATION METHOD ; EXTRACTION METHOD ; SKEW DETECTION ; DIGITAL VIDEO |
| WOS研究方向 | Computer Science ; Engineering |
| WOS类目 | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 语种 | 英语 |
| WOS记录号 | WOS:000355931100014 |
| 出版者 | IEEE COMPUTER SOC |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2376721 |
| 专题 | 中国科学院大学 |
| 通讯作者 | Ye, Qixiang |
| 作者单位 | 1.Univ Chinese Acad & Sci, Dept Elect Elect & Commun Engn, Beijing, Peoples R China 2.Univ Maryland, Inst Adv Comp Studies, College Pk, MD 20742 USA |
| 推荐引用方式 GB/T 7714 | Ye, Qixiang,Doermann, David. Text detection and recognition in imagery: a survey[J]. Ieee transactions on pattern analysis and machine intelligence,2015,37(7):1480-1500. |
| APA | Ye, Qixiang,&Doermann, David.(2015).Text detection and recognition in imagery: a survey.Ieee transactions on pattern analysis and machine intelligence,37(7),1480-1500. |
| MLA | Ye, Qixiang,et al."Text detection and recognition in imagery: a survey".Ieee transactions on pattern analysis and machine intelligence 37.7(2015):1480-1500. |
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来源：中国科学院大学
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