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Moving Human path tracking based on video surveillance in 3D indoor scenarious

机译:在3D室内场景中基于视频监控的移动人的路径跟踪

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摘要

Video surveillance systems are increasingly used for a variety of 3D indoor applications. We can analyse human behaviour, discover and avoid crowded areas, monitor human traffic and so forth. In this paper we concentrate on use of surveillance cameras to track and reconstruct the path a person has followed. For the purpose we integrated video surveillance data with a 3D indoor model of the building and develop a single human moving path tracking method. We process the surveillance videos to detected single human moving traces; then we match the depth information of 3D scenes to the constructed 3D indoor network model and define the human traces in the 3D indoor space. Finally, the single human traces extracted from multiple cameras are connected with the help of the connectivity provided by the 3D network model. Using this approach, we can reconstruct the entire walking path. The provided experiments with a single person have verified the effectiveness and robustness of the method
机译:视频监视系统越来越多地用于各种3D室内应用。我们可以分析人类行为,发现并避开拥挤的区域,监控人类流量等等。在本文中,我们专注于使用监视摄像机来跟踪和重构人所遵循的路径。为此,我们将视频监控数据与建筑物的3D室内模型集成在一起,并开发了一种单一的人类移动路径跟踪方法。我们将监视视频处理为检测到的单个人类移动轨迹;然后将3D场景的深度信息与构建的3D室内网络模型进行匹配,并定义3D室内空间中的人迹。最后,借助3D网络模型提供的连接性,可以连接从多个摄像机提取的单个人体轨迹。使用这种方法,我们可以重建整个步行路径。单人提供的实验证明了该方法的有效性和鲁棒性

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