| Robust vehicle registration method based on 3D model for traffic |
| Zheng, Yuan; Peng, Silong,
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| 发表期刊 | International Journal of Signal Processing, Image Processing and Pattern Recognition,
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| 2013
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| 卷号 | 6(5)期号:2013年06期页码:pp 129-142 (EI, SCI) |
| 摘要 | 3D-2D vehicle registration provides a new way for vehicle recognition, localization and
tracking in traffic surveillance systems. In this paper we present two novel fitness functions to
measure 3D-2D vehicle matching, where 3D wire-frame model is used. Unlike the existing
vehicle registration methods, we group the model's wireframes into the important and
unimportant ones in view of the disaccord between real vehicle and the wire-frame model.
The important wireframes generally well fit the corresponding image edges, whereas the
image edges corresponding to the unimportant wireframes may not exist due to the
streamlined design of real vehicle. For more accurate matching, the fitting of the important
wireframes is underlined in both two fitness functions. In the first fitness function, the larger
weight coefficient is assigned to the fitting of the important wireframes; in the second fitness
function, two different functions are used for the fitting of the model's wireframes instead of
two different weight coefficients. Experiments on real traffic videos verify the correctness and
robustness of the proposed fitness functions |
| 关键词 | 3d-2d Matching
Wire-frame Model
Local Image Gradient
Traffic Surveillance
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| 文献类型 | 期刊论文
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| 条目标识符 | http://ir.ia.ac.cn/handle/173211/12960
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| 专题 | 智能制造技术与系统研究中心_多维数据分析（彭思龙）-技术团队
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| 通讯作者 | Zheng, Yuan |
推荐引用方式
GB/T 7714 |
Zheng, Yuan,Peng, Silong,. Robust vehicle registration method based on 3D model for traffic[J]. International Journal of Signal Processing, Image Processing and Pattern Recognition,,2013,6(5)(2013年06期):pp 129-142 (EI, SCI).
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| APA |
Zheng, Yuan,&Peng, Silong,.(2013).Robust vehicle registration method based on 3D model for traffic.International Journal of Signal Processing, Image Processing and Pattern Recognition,,6(5)(2013年06期),pp 129-142 (EI, SCI).
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| MLA |
Zheng, Yuan,et al."Robust vehicle registration method based on 3D model for traffic".International Journal of Signal Processing, Image Processing and Pattern Recognition, 6(5).2013年06期(2013):pp 129-142 (EI, SCI).
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