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

J. Przybyło, M. Jablonski
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Abstract

Abstract 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.
基于光线跟踪的自动视频监控系统事件检测与三维可视化
自动化和智能视频监控系统在当前家庭护理和设施安全应用中发挥着重要作用。在众多的研究问题中,语义信息的图形化可视化使人类操作员能够以更自然的方式感知信息。另一个重要的研究问题是如何仅从其视图(来自摄像机的2D图像)识别3D物体及其在监控场景中的状态。在本文中,我们继续在三维场景语义模型可视化中的数据融合方面的工作,提出利用渲染器提供的反馈自动识别监视下的场景对象的事件和状态。我们开发了基于光线追踪的可视化监控系统,该系统能够识别物体的状态,同时向操作员提供相关信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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