Knowledge Commons of Institute of Automation,CAS
A Saliency-Based Cascade Method for Fast Traffic Sign Detection | |
Wang Dongdong1![]() ![]() ![]() | |
2015-06 | |
会议名称 | 2015 IEEE Intelligent Vehicles Symposium |
会议录名称 | 2015 IEEE Intelligent Vehicles Symposium (IV) |
页码 | 180 - 185 |
会议日期 | 2015-6-28-2015-7-1 |
会议地点 | 韩国首尔 |
摘要 | We propose a cascade method for fast and accurate traffic sign detection. The main feature of the method is that mid-level saliency test is used to efficiently and reliably eliminate background windows. Fast feature extraction is adopted in the subsequent stages for rejecting more negatives. Combining with neighbor scales awareness in window search, the proposed method runs at 3~5 fps for high resolution (1360×800) images, 2~7 times as fast as most state-of-the-art methods. Compared with them, the proposed method yields competitive performance on prohibitory signs while sacrifices performance moderately on danger and mandatory signs. |
关键词 | Traffic Sign Detection Cascade Neighbor Scale Awareness |
学科领域 | 模式识别与智能系统 |
DOI | 10.1109/IVS.2015.7225683 |
收录类别 | EI |
语种 | 英语 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/11750 |
专题 | 多模态人工智能系统全国重点实验室_模式分析与学习 |
通讯作者 | Wang Dongdong |
作者单位 | 1.中科院自动化研究所 2.英国林肯大学 |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Wang Dongdong,Yue Shigang,Xu Jiawei,et al. A Saliency-Based Cascade Method for Fast Traffic Sign Detection[C],2015:180 - 185. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A Saliency-Based Cas(1898KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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