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Large Scale Video Management Using Spatial Metadata and Their Applications

机译:使用空间元数据的大规模视频管理及其应用

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摘要

Recently, there has been research to utilize spatial metadata of videos for the management of large numbers of videos. For example, the location of a camera from GPS and the viewing direction from an embedded digital compass are captured at the recording time so that they form the field of view (FOV) model for the coverage of a viewable scene. These spatial metadata effectively convert the challenging video search problem to well known spatial database problems, which can greatly enhance the utility of collected videos in many emerging applications. However, there are still many open fundamental research questions in utilizing spatial metadata for data collection, indexing, searching, etc., especially in the presence of a large video dataset, as well as more sophisticated questions such as whether a video database search can accommodate human friendly views.
机译:最近,已经进行了研究以利用视频的空间元数据来管理大量视频。例如,在记录时会捕获来自GPS的摄像头位置和来自嵌入式数字罗盘的观察方向,以便它们形成用于可视场景覆盖的视场(FOV)模型。这些空间元数据有效地将具有挑战性的视频搜索问题转换为众所周知的空间数据库问题,从而可以大大提高收集的视频在许多新兴应用程序中的效用。但是,在利用空间元数据进行数据收集,索引编制,搜索等方面仍然存在许多开放的基础研究问题,尤其是在存在大型视频数据集的情况下,还有更复杂的问题,例如视频数据库搜索是否可以容纳人类友好的意见。

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