Detection of text on road signs from video
文献类型：期刊论文
| 作者 | Wu, W; Chen, XL; Yang, J |
| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
 |
| 出版日期 | 2005-12-01 |
| 卷号 | 6期号:4页码:378-390 |
| 关键词 | object detection from video road sign detection text detection vehicle navigation |
| ISSN号 | 1524-9050 |
| DOI | 10.1109/TITS.2005.858619 |
| 英文摘要 | A fast and robust framework for incrementally detecting text on road signs from video is presented in this paper. This new framework makes two main contributions. 1) The framework applies a divide-and-conquer strategy to decompose the original task into two subtasks, that is, the localization of road signs and the detection of text on the signs. The algorithms for the two subtasks are naturally incorporated into a unified framework through a feature-based tracking algorithm. 2) The framework provides a novel way to detect text from video by integrating two-dimensional (2-D) image features in each video frame (e.g., color, edges, texture) with the three-dimensional (3-D) geometric structure information of objects extracted from video sequence (such as the vertical plane property of road signs). The feasibility of the proposed framework has been evaluated using 22 video sequences captured from a moving vehicle. This new framework gives an overall text detection rate of 88.9% and a false hit rate of 9.2 %. It can easily be applied to other tasks of text detection from video and potentially be embedded in a driver assistance system. |
| WOS研究方向 | Engineering ; Transportation |
| 语种 | 英语 |
| WOS记录号 | WOS:000234350100003 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/9960]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Wu, W |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China 2.Carnegie Mellon Univ, Sch Comp Sci, Pittsburgh, PA 15213 USA |
| 推荐引用方式 GB/T 7714 | Wu, W,Chen, XL,Yang, J. Detection of text on road signs from video[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2005,6(4):378-390. |
| APA | Wu, W,Chen, XL,&Yang, J.(2005).Detection of text on road signs from video.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,6(4),378-390. |
| MLA | Wu, W,et al."Detection of text on road signs from video".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 6.4(2005):378-390. |
入库方式： OAI收割
来源：计算技术研究所
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