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Content-Based Indexing and Retrieval Using MPEG-7 and X-Query in Video Data Management Systems

机译:视频数据管理系统中使用MPEG-7和X-Query的基于内容的索引和检索

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摘要

Current advances in multimedia technology enable ease of capturing and encoding digital video. As a result, video data is rapidly growing and becoming very important in our life. It is because video can transfer a large amount of knowledge by providing combination of text, graphics, or even images. Despite the vast growth of video, the effectiveness of its usage is very limited due to the lack of a complete technology for the organization and retrieval of video data. To date, there is no "perfect" solution for a complete video data-management technology, which can fully capture the content of video and index the video parts according to the contents, so that users can intuitively retrieve specific video segments. We have found that successful content-based video datamanagement systems depend on three most important components: key-segments extraction, content descriptions and video retrieval. While it is almost impossible for current computer technology to perceive the content of the video to identify correctly its key-segments, the system can understand more accurately the content of a specificudvideo type by identifying the typical events that happens just before or after the key-segments (specific-domainapproach). Thus, we have proposed a concept of customisable video segmentation module, which integrates the suitable segmentation techniques for the current type of video. The identified key-segments are then described using standard video content descriptions to enable content-based retrievals. For retrieval, we have implemented XQuery, which currently is the most recent XML query language and the most powerful compared to older languages, such as XQL and XML-QL.
机译:多媒体技术的最新进展使捕获和编码数字视频变得容易。结果,视频数据正在迅速增长,并在我们的生活中变得非常重要。这是因为视频可以通过提供文本,图形甚至图像的组合来传递大量知识。尽管视频发展迅猛,但由于缺乏用于组织和检索视频数据的完整技术,其使用效果非常有限。迄今为止,还没有用于完整视频数据管理技术的“完美”解决方案,该技术可以完全捕获视频的内容并根据内容对视频部分进行索引,以便用户可以直观地检索特定的视频片段。我们已经发现,成功的基于内容的视频数据管理系统取决于三个最重要的组件:键段提取,内容描述和视频检索。尽管当前的计算机技术几乎不可能感知视频的内容以正确识别其关键段,但系统可以通过识别视频事件之前或之后发生的典型事件来更准确地了解特定 udvideo类型的内容。键段(特定域方法)。因此,我们提出了可定制视频分割模块的概念,该模块集成了适用于当前视频类型的适当分割技术。然后使用标准视频内容描述来描述所标识的键段,以实现基于内容的检索。为了进行检索,我们实现了XQuery,它是最新的XML查询语言,并且与较旧的语言(例如XQL和XML-QL)相比,功能最强大。

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