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Railroad online: acquiring and visualizing route panoramas of rail scenes

机译:在线铁路:获取和可视化铁路场景的路线全景图

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摘要

A patrol type of surveillance has been performed everywhere from police city patrol to railway inspection. Different from static cameras or sensors distributed in a space, such surveillance has its benefits of low cost, long distance, and efficiency in detecting infrequent changes. However, the challenges are how to archive daily recorded videos in the limited storage space and how to build a visual representation for quick and convenient access to the archived videos. We tackle the problems by acquiring and visualizing route panoramas of rail scenes. We analyze the relation between train motion and the video sampling and the constraints such as resolution, motion blur and stationary blur etc. to obtain a desirable panoramic image. The route panorama generated is a continuous image with complete and non-redundant scene coverage and compact data size, which can be easily streamed over the network for fast access, maneuver, and automatic retrieval in railway environment monitoring. Then, we visualize the railway scene based on the route panorama rendering for interactive navigation, inspection, and scene indexing.
机译:从警察城市巡逻到铁路检查,到处都有巡逻类型的监视。与分布在空间中的静态摄像机或传感器不同,这种监视具有成本低,距离远和检测不频繁变化的效率的优点。但是,挑战在于如何在有限的存储空间中存档每日录制的视频,以及如何构建直观表示形式以快速方便地访问存档的视频。我们通过获取和可视化铁路场景的路线全景图来解决这些问题。我们分析了火车运动与视频采样之间的关系以及诸如分辨率,运动模糊和静止模糊等约束条件,以获得理想的全景图像。生成的路线全景图是连续的图像,具有完整且非冗余的场景覆盖范围和紧凑的数据大小,可以轻松地在网络上流式传输以进行快速访问,操纵和在铁路环境监控中自动检索。然后,我们基于路线全景渲染可视化铁路场景,以进行交互式导航,检查和场景索引。

著录项

  • 来源
    《The Visual Computer》 |2014年第9期|1045-1057|共13页
  • 作者单位

    Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, China;

    Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, China;

    Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, China;

    Department of Computer and Information Science, Indiana University Purdue University Indianapolis, Indianapolis, USA;

    Infrastructure Inspection Research Institute, China Academy of Railway Sciences, Beijing, China;

    Infrastructure Inspection Research Institute, China Academy of Railway Sciences, Beijing, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Route panorama; Video visualization; Forward motion video; Railway safety;

    机译:路线全景图;视频可视化;前向运动视频;铁路安全;

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