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Real-time detection of moving objects in video sequences

机译:实时检测视频序列中的运动对象

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摘要

An approach to detection of moving objects in video sequences, with application to video surveillance is presented. The algorithm combines two kinds of change points, which are detected from the region-based frame difference and adjusted background subtraction. An adaptive threshold technique is employed to automatically choose the threshold value to segment the moving objects from the still background. And experiment results show that the algorithm is effective and efficient in practical situations. Furthermore, the algorithm is robust to the effects of the changing of lighting condition and can be applied for video surveillance system.
机译:提出了一种检测视频序列中运动物体的方法,并将其应用于视频监控。该算法结合了两种变化点,它们是从基于区域的帧差异和调整后的背景减法中检测到的。采用自适应阈值技术来自动选择阈值以从静止背景中分割运动对象。实验结果表明,该算法在实际应用中是有效的。此外,该算法对光照条件变化的影响具有鲁棒性,可用于视频监控系统。

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