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
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
通讯作者Bin Tian
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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