An approach for video meta-data modeling and query processing

W. Al-Khatib, A. Ghafoor
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引用次数: 18

Abstract

Multimedia databases have been the subject of extensive research for the last several years. In particular, semantic modeling of video data spurred tremendous interest and produced various formalisms for content-based retrieval of video data. In this paper, we propose the use of Hierarchical Petri-nets (HPN's) for multi-level representation of video data with each level consisting of an augmented Petrinet structure. We show how such representation is able to capture video data semantics, from very low level semantics such as scene change and object movements to higher level semantics involving high-level textual description of events. A Petri-net based method for query processing of multi-object spatio-temporal video-data queries is presented.
一种视频元数据建模与查询处理方法
多媒体数据库在过去几年中一直是广泛研究的主题。特别是视频数据的语义建模引起了人们极大的兴趣,并产生了各种基于内容的视频数据检索的形式化方法。在本文中,我们提出使用分层Petri-nets (HPN's)对视频数据进行多层表示,每层由一个增强的Petrinet结构组成。我们展示了这种表示如何能够捕获视频数据语义,从非常低层次的语义,如场景变化和物体运动,到涉及事件的高级文本描述的高级语义。提出了一种基于petri网的多目标时空视频数据查询处理方法。
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