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
Conference NameIEEE International Conference on Vehicular Electronics and Safety
Source PublicationProceedings of IEEE International Conference on Vehicular Electronics and Safety
Conference Date2013
Conference PlaceChina
AbstractWith 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.
KeywordVehicle Detection Taxi Detection Urban Traffic Surveillance
Indexed ByEI
Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/12278
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Corresponding AuthorBin Tian
Affiliation中国科学院自动化研究所
Recommended Citation
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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