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FAST AND ROBUST METHOD FOR TRACKING THE MULTIPLE MOVING OBJECTS IN VIDEO-BASED SURVEILLANCE SYSTEM

机译:基于视频的监控系统中多目标运动的快速鲁棒方法

摘要

PURPOSE: A video based monitoring system is provided to rapidly and securely trace a plurality of objects in real time. CONSTITUTION: An image based monitoring system extracts an area in which the movement of an object is detected through an RGB background modeling. The system eliminates the noise through a morphology method. The system performs the detection of a moving object through a grouping using a blob labeling method. The system estimates the location of the next frame through the moving speed and the direction of the grouped moving object. The system traces the moving object by the discrimination of the identical group through an Euclidean distance.
机译:目的:提供基于视频的监视系统,以快速,安全地实时跟踪多个对象。构成:基于图像的监视系统提取一个区域,通过RGB背景建模可以检测到物体的运动。该系统通过形态学方法消除了噪声。该系统通过使用斑点标记方法的分组来执行对移动物体的检测。系统通过移动速度和分组的移动对象的方向来估计下一帧的位置。该系统通过欧几里德距离来识别同一组物体,从而跟踪移动物体。

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