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VideoZoom: An Interactive System for Video Summarization, Browsing and Retrieval

机译:VideoZoom:用于视频摘要,浏览和检索的交互式系统

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The amount of video surveillance cameras and with that the amount of recorded data is enormous. Thus, efficient methods for using and analyzing this data have to be found. In this paper, we propose VideoZoom, an interactive system for summarization, browsing and retrieval of video data which is specifically designed to support a human operator in the video analysis task in the visual surveillance domain. The main contributions of this paper are: ⅰ) a visualization technique for efficient browsing, using an interactive zooming interface to present video summaries on layers of increasing information detail, and ⅱ) a video retrieval component which allows for interactive retrieval employing a sparse representation of video snippets using local features and bag-of-words like signatures. We hereby present the first integrated system for video browsing with integrated video retrieval technology specifically targeted as assistance system for the visual surveillance domain.
机译:视频监控摄像机的数量以及所记录数据的数量都是巨大的。因此,必须找到使用和分析该数据的有效方法。在本文中,我们提出了VideoZoom,这是一个用于汇总,浏览和检索视频数据的交互式系统,该系统专门设计用于在视觉监视领域中支持操作员进行视频分析任务。本文的主要贡献是:ⅰ)一种有效的浏览可视化技术,使用交互式缩放界面在不断增加的信息细节层上显示视频摘要,以及ⅱ)视频检索组件,该组件允许使用稀疏表示形式进行交互式检索。使用本地功能和词袋(例如签名)的视频片段。我们在此提出第一个用于视频浏览的集成系统,该系统具有集成视频检索技术,专门针对视觉监视领域提供辅助系统。

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