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Vehicle counting system in real-time

机译:实时车辆计数系统

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摘要

To address the challenge of congestion, we propose a system that estimates the state of the road. To do that, we must be gone through several steps. In this work, we will present the first and the important step to estimate the vehicle flow; this later helps us to count the vehicles using the virtual line. Generally, we start with the background subtraction to isolate moving objects. To facilitate crossing of vehicles with the line, we apply the detection of objects. Our system uses the K-nearest neighbor (KNN) as a method to subtract the background, in order to apply our counting algorithm.
机译:为了解决拥堵的挑战,我们提出了一种估算道路状态的系统。为此,我们必须经历几个步骤。在这项工作中,我们将介绍估算车辆流量的第一步和重要步骤;稍后可以帮助我们使用虚拟线对车辆进行计数。通常,我们从背景减法开始以隔离运动对象。为了促进车辆与线路的交叉,我们应用了物体检测。我们的系统使用K最近邻(KNN)作为减去背景的方法,以便应用我们的计数算法。

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