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	Algorithm for vision-based vehicle detection and classification
	Hu, Youpan; He, Qing; Zhuang, Xiaobin; Wang, Haibin; Li, Baopu; Wen, Zhenfu; Leng, Bin; Guan, Guan; Chen, Dongjie
	2013
会议名称	2013 IEEE International Conference on Robotics and Biomimetics, ROBIO 2013
会议地点	Shenzhen, PEOPLES R CHINA
英文摘要	Recent years, many vision-based vehicle detection methods have been proposed. But just a few of them paid attention to vehicle type classification in a real-time video, which is an important part in intelligent traffic system. The Haar features and Histograms of Oriented Gradients (HOG) features have been proposed as useful features for vehicle detection respectively. In this paper, we propose a method based on combined the Haar features and HOG features to detect vehicles in videos and classify them into two types. The experiment results show that this method can classify and detect the vehicles in multi-orientations with good classification results, and it verified the effectiveness of the propose method with real vehicle samples.
收录类别	EI
语种	英语
内容类型	会议论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/5305]
专题	深圳先进技术研究院_南沙所
作者单位	2013
推荐引用方式 GB/T 7714	Hu, Youpan,He, Qing,Zhuang, Xiaobin,et al. Algorithm for vision-based vehicle detection and classification[C]. 见:2013 IEEE International Conference on Robotics and Biomimetics, ROBIO 2013. Shenzhen, PEOPLES R CHINA.

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