Knowledge Commons of Institute of Automation,CAS
Taxi Detection Based on Vehicle Painting Features for Urban Traffic Scenes | |
Tian B(田滨); Li B(李泊); Li Y(李叶); Xiong G(熊刚); Zhu FH(朱凤华); Bin Tian | |
2013 | |
会议名称 | IEEE International Conference on Vehicular Electronics and Safety |
会议录名称 | Proceedings of IEEE International Conference on Vehicular Electronics and Safety |
会议日期 | 2013 |
会议地点 | China |
摘要 | With rapid development of intelligent transportation systems (ITS), video-based road monitoring systems become increasingly popular. Most video processing systems concerns the detection and monitoring of all road vehicles. Few research refers to non-social vehicle detection specially, although it is critical for urban traffic management. In this paper, we present a video-based taxi detection system for urban transportation services. The taxi has obvious painting features. Firstly, vehicles are detected by localizing their license plates. The license plate is localized using its distinctive color and gradient features. Then, taxi features are extracted including the special color feature and the dome light with “TAXI” words. At last, taxi detection is performed by combining the detected licence plate and taxi features. Experiments in practical urban scenarios are carried out to evaluate the performance of our method. |
关键词 | Vehicle Detection Taxi Detection Urban Traffic Surveillance |
收录类别 | EI |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/12278 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
通讯作者 | Bin Tian |
作者单位 | 中国科学院自动化研究所 |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Tian B,Li B,Li Y,et al. Taxi Detection Based on Vehicle Painting Features for Urban Traffic Scenes[C],2013. |
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