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Video modeling using strata-based annotation

机译:使用基于分层的注释进行视频建模

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摘要

Our project on digital video modeling aims to achieve efficient browsing and retrieval. Video is not merely a huge collection of still images, it is a complex temporal medium capturing high-level semantic ideas. For almost a decade researchers have worked on developing efficient techniques to model, index, and retrieve digital video information. To support intuitive video access, the video data must be properly modeled and indexed based on its characteristics and contents. One such annotation-based model is the stratification model, which focuses on segmenting the video's contextual information into multiple layers or strata. Each stratum describes the temporal occurrences of a simple concept such as the appearance of an anchor person in a news video. It thus focuses on segmenting the contextual information into chunks rather than dividing physically contiguous frames into shots, as is traditionally done.
机译:我们的数字视频建模项目旨在实现有效的浏览和检索。视频不仅是静止图像的巨大集合,而且是捕获高级语义思想的复杂时间媒介。近十年来,研究人员一直致力于开发有效的技术,以对数字视频信息进行建模,索引和检索。为了支持直观的视频访问,必须根据视频数据的特征和内容对其进行正确建模和索引。一种这样的基于注释的模型是分层模型,它专注于将视频的上下文信息分段为多个层或层次。每个阶层都描述了一个简单概念的暂时性出现,例如新闻视频中主持人的出现。因此,它着重于将上下文信息分段,而不是像传统上那样将物理上连续的帧划分为镜头。

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