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Ray-Tracing-Based Event Detection and 3D Visualization for Automated Video Surveillance System

机译:基于射线追踪的事件自动检测和3D可视化

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摘要

Automated and intelligent video surveillance systems play important role in current home care and facilities security applications. Among many research problems is graphical visualization of semantic messages to the human operator that he can percept information in more natural way. The other essential research question is how to recognize 3D objects and their state on the monitored scene only from their views (2D images from the camera). In this paper we continue our previous work on data fusion in visualization of 3D scene semantic model and propose to recognize events and states of scene objects under surveillance in an automatic way using feedback provided by the renderer. We developed ray-tracing based visualization for surveillance system, that is capable of recognizing object’s state and at the same time present relevant information to the human operator.
机译:自动化和智能视频监控系统在当前的家庭护理和设施安全应用中发挥着重要作用。在许多研究问题中,是对操作员的语义消息进行图形可视化,使操作员可以更自然地感知信息。另一个重要的研究问题是如何仅从它们的视角(来自摄像机的2D图像)中识别3D对象及其在监视场景中的状态。在本文中,我们继续我们先前在3D场景语义模型的可视化中进行数据融合的工作,并提出使用渲染器提供的反馈以自动方式在监视下识别场景对象的事件和状态。我们开发了基于光线跟踪的监视系统可视化,能够识别对象的状态,同时向操作员提供相关信息。

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