Algorithm for vision-based vehicle detection and classification
文献类型：会议论文
| 作者 | Hu, Youpan; He, Qing; Zhuang, Xiaobin; Wang, Haibin; Li, Baopu; Wen, Zhenfu; Leng, Bin; Guan, Guan; Chen, Dongjie |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：深圳先进技术研究院
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