• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

计算机工程与科学

• 论文 • 上一篇    下一篇

鱼眼相机与PTZ相机相结合的主从目标监控系统

吴健辉1,2,商橙1,张国云1,2,李交杰1   

  1. (1.湖南理工学院信息与通信工程学院,湖南 岳阳 414006;
    2.湖南理工学院复杂系统优化与控制湖南省普通高等学校重点实验室,湖南 岳阳 414006)
  • 收稿日期:2015-11-13 修回日期:2016-01-31 出版日期:2017-03-25 发布日期:2017-03-25
  • 基金资助:

    国家自然科学基金(61201435);湖南省教育厅青年项目(13B037);湖南省研究生科研创新项目(CX2015B591)

A master-slave object surveillance system based
on fisheye camera and PTZ camera
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WU Jian-hui1,2,SHANG Cheng1,ZHANG Guo-yun1,2,LI Jiao-jie1   

  1. (1.College of Information and Communication Engineering,Hunan Institute of Science and Technology,Yueyang 414006;
    2.Hunan Province Key Laboratory of Optimization and Control for Complex Systems,
    Hunan Institute of Science and Technology,Yueyang 414006,China)

     
  • Received:2015-11-13 Revised:2016-01-31 Online:2017-03-25 Published:2017-03-25

摘要:

提出了一种将鱼眼相机和PTZ相机相结合的主从目标监控系统,充分利用鱼眼相机单镜头半球空间成像以及PTZ相机指向性高分辨率成像的优点,实现了单系统半球空间运动目标的高分辨率成像监控。首先采用运动点团模式实现鱼眼图像中运动目标的检测;然后在鱼眼图像空间计算目标的相对方位角P′、俯仰角T′和距离Z′;最后通过参数映射将其映射到PTZ图像空间,输出PTZ控制信号给相机进行指向性成像。PTZ图像空间中的P参数和T参数结合鱼眼镜头畸变系数进行校正计算,Z参数根据目标在鱼眼图像中的相对尺寸及PTZ图像中需要的尺寸进行计算。通过对PTZ参数的多次实验测量,其结果的误差均在系统要求范围之内。系统实际的户外测试结果表明,系统能准确检测出鱼眼图像中的运动目标,在PTZ参数的控制下,PTZ相机能准确指向目标进行二次高分辨率成像,目标在PTZ图像中的位置和大小合适,达到预期的设计目标。

 

关键词: 鱼眼相机, PTZ相机, 主从监控, 参数映射

Abstract:

We propose a master-slave object surveillance system based on fisheye camera and PTZ camera which has hemisphere space view field. The fisheye camera that has a super big field of view about 180 degree works as the master camera, and the PTZ camera as the slave camera which can shot high resolution images of the objects which controlled by PTZ parameters. Firstly, we use the moving blobs model to detect the moving object in the fisheye image , and calculate the object parameters of azimuth angle P′,elevation angle T′and distance Z′ in the fisheye image space. Then the P′T′Z′ parameters are mapped from the fisheye image space to the PTZ image space and output to control the PTZ camera. Calculation of P and T parameters can be achieved with the help of the distortion coefficient of fisheye lens, and Z parameter can be calculated according to the relative size of the object in the fisheye image and PTZ image. Test results of PTZ parameters show that the relative errors meet the requirement of this system. In real outdoor experiments, the PTZ camera can point to the moving object and shot the image stably wherever the object locates at the fisheye image, and the object has an appropriate size and a high resolution.

Key words: fisheye camera, PTZ camera, master-slave surveillance, parameters mapping