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首页> 外文期刊>International Journal of Electrical and Computer Engineering >Object tracking using motion flow projection for pan-tilt configuration
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Object tracking using motion flow projection for pan-tilt configuration

机译:使用运动流投影进行PAN倾斜配置的对象跟踪

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摘要

We propose a new object tracking model for two degrees of freedom mechanism. Our model uses a reverse projection from a camera plane to a world plane. Here, the model takes advantage of optic flow technique by re-projecting the flow vectors from the image space into world space. A pan-tilt (PT) mounting system is used to verify the performance of our model and maintain the tracked object within a region of interest (ROI). This system contains two servo motors to enable a webcam rotating along PT axes. The PT rotation angles are estimated based on a rigid transformation of the the optic flow vectors in which an idealized translation matrix followed by two rotational matrices around PT axes are used. Our model was tested and evaluated using different objects with different motions. The results reveal that our model can keep the target object within a certain region in the camera view.
机译:我们提出了一种用于两度自由机制的新对象跟踪模型。我们的模型使用从相机飞机到世界平面的反向投影。这里,该模型通过将流量向量从图像空间重新投射到世界空间来利用光学流动技术。泛倾斜(PT)安装系统用于验证我们模型的性能,并将跟踪对象维持在感兴趣的区域(ROI)内。该系统包含两个伺服电机,以使网络摄像头沿Pt轴旋转。基于光学流量矢量的刚性变换来估计PT旋转角度,其中使用了PT轴周围的两个旋转矩阵。使用不同的物体进行测试和评估我们的模型,并使用不同的运动进行评估。结果表明,我们的模型可以将目标对象保持在相机视图中的某个区域内。

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