Practical Camera Calibration From Moving Objects for Traffic Scene Surveillance
文献类型：期刊论文
| 作者 | Zhang, Zhaoxiang1; Tan, Tieniu2; Huang, Kaiqi2; Wang, Yunhong1; Tieniu Tan ; Zhaoxiang Zhang; Kaiqi Huang
|
| 刊名 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
 |
| 出版日期 | 2013-03-01 |
| 卷号 | 23期号:3页码:518-533 |
| 关键词 | 3-D recovery camera calibration object classification traffic scene vanishing point visual surveillance |
| 英文摘要 | We address the problem of camera calibration for traffic scene surveillance, which supplies a connection between 2-D image features and 3-D measurement. It is helpful to deal with appearance distortion related to view angles, establish multiview correspondences, and make use of 3-D object models as prior information to enhance surveillance performance. A convenient and practical camera calibration method is proposed in this paper. With the camera height H measured as the only user input, we can recover both intrinsic and extrinsic parameters of the camera based on redundant information supplied by moving objects in monocular videos. All cases of traffic scene layouts are considered and corresponding solutions are given to make our method applicable to almost all kinds of traffic scenes in reality. Numerous experiments are conducted in different scenes, and experimental results demonstrate the accuracy and practicability of our approach. It is shown that our approach can be effectively adopted in all kinds of traffic scene surveillance applications. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Electrical & Electronic |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | RECOGNITION ; IMAGE ; VIDEO |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000317392600013 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3784]  |
| 专题 | 自动化研究所_智能感知与计算研究中心 |
| 作者单位 | 1.Beihang Univ, Beijing Key Lab Digital Media, Sch Comp Sci & Engn, Lab Intelligent Recognit & Image Proc, Beijing 100191, Peoples R China 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Zhaoxiang,Tan, Tieniu,Huang, Kaiqi,et al. Practical Camera Calibration From Moving Objects for Traffic Scene Surveillance[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2013,23(3):518-533. |
| APA | Zhang, Zhaoxiang.,Tan, Tieniu.,Huang, Kaiqi.,Wang, Yunhong.,Tieniu Tan.,...&Kaiqi Huang.(2013).Practical Camera Calibration From Moving Objects for Traffic Scene Surveillance.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,23(3),518-533. |
| MLA | Zhang, Zhaoxiang,et al."Practical Camera Calibration From Moving Objects for Traffic Scene Surveillance".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 23.3(2013):518-533. |
入库方式： OAI收割
来源：自动化研究所
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