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Robust detection of moving target's height and trajectory using pan/tilt-embedded stereo camera system

机译:使用PAN / TILT-嵌入式立体声相机系统鲁棒检测移动目标的高度和轨迹

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In this paper, a new scheme for detection of the moving target's height and trajectory using the pan/tilt-embedded stereo camera system is suggested. That is, the moving target is extracted from the left image by using a threshold value of YCbCr color model and then, the location coordinates of the target can be obtained by carrying out the phase-type correlation between the segmented target image and the right image. At then, these values are used to control the pan/tilt system through the modified PID-based recursive controller. Moreover, with the geometric parameters between the target and stereo camera system, the distance from the center of the stereo camera system to the target and the direct distance from the camera to the target can be computed so that, the 3-dimensional location coordinates of the target can be finally obtained in the real world and as a result, the height value of the target can be extracted using the difference between z coordinate value of the target and the height of the pan/tilted-embedded stereo camera system on the desk. From some experiments using 780 frames of the input stereo image pairs, it is analyzed that error ratio of the position displacement of the target in the horizontal and vertical directions after tracking is kept to be very low value of 1.5%, 0.42%, respectively and error ratio between the measured and computed height value of the target is also kept to be very low value of 0.5% on average.
机译:在本文中,提出了一种用于使用PAN /倾斜嵌入式立体相机系统检测移动目标高度和轨迹的新方案。也就是说,通过使用YCBCR颜色模型的阈值从左图像中提取移动目标,然后,通过执行分段目标图像和右图像之间的相位类型相关来获得目标的位置坐标。然后,这些值用于通过修改的基于PID的递归控制器来控制平移/倾斜系统。此外,在目标和立体声摄像机系统之间的几何参数,可以计算距离立体声摄像机系统的中心和从相机到目标的直接距离的距离,使得3维位置坐标最终可以在现实世界中获得目标,结果,可以使用目标的z坐标值与桌面上的平移/倾斜嵌入的立体声相机系统的z坐标值之间的差异来提取目标的高度值。通过使用输入立体图像对的780帧的一些实验,分析了跟踪后靶标在水平和垂直方向上的位置位移的误差比,分别为1.5%,0.42%的值非常低。目标的测量和计算高度值之间的误差比率平均值的值为0.5%。

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