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Robust Detection of Moving Target's Height and Trajectory Using Pan/tilt-Embedded Stereo Camera System

机译:使用平移/倾斜嵌入式立体摄像头系统对运动目标的高度和轨迹进行鲁棒性检测

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摘要

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:本文提出了一种新的方案,该方案使用平移/倾斜嵌入式立体摄像机系统检测运动目标的高度和轨迹。即,通过使用YCbCr颜色模型的阈值从左图像中提取运动目标,然后,通过执行分割后的目标图像和右图像之间的相位类型相关性,可以获得目标的位置坐标。 。那时,这些值将用于通过修改的基于PID的递归控制器来控制云台系统。此外,利用目标和立体摄像机系统之间的几何参数,可以计算从立体摄像机系统的中心到目标的距离以及从摄像机到目标的直接距离,从而可以得到3维位置坐标。最终可以在现实世界中获得目标,因此,可以使用目标的z坐标值与桌上平移/倾斜嵌入式立体摄像头系统的高度之差来提取目标的高度值。从使用780帧输入立体图像对的一些实验中可以分析到,跟踪后目标在水平和垂直方向上的位置位移的误差率分别保持在非常低的值1.5%,0.42%和目标的测量高度值和计算高度值之间的误差比率也保持在非常低的平均值(平均为0.5%)。

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