多媒体数据的语义检索

Samira Hammiche, S. Benbernou, Mohand-Said Hacid, A. Vakali
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引用次数: 39

摘要

本文研究了如何查找满足用户查询要求的多媒体数据的问题。我们假设用户查询和多媒体数据都采用MPEG-7标准表示。MPEG-7的形式化在许多方面缺乏语义和推理支持。例如,由于隐式数据的描述基于XML模式,因此无法实现对隐式数据的搜索。结合MPEG-7标准和本体,提出了一种基于树嵌入近似算法的多媒体数据查询框架。
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Semantic retrieval of multimedia data
This paper deals with the problem of finding multimedia data that fulfill the requirements of user queries. We assume both the user query and the multimedia data are expressed by MPEG-7 standard. The MPEG-7 formalism lacks the semantics and reasoning support in many ways. For example, the search of the implicit data can not be achieved, due to its description based on XML schema. We propose a framework for querying multimedia data based on a tree embedding approximation algorithm, combining the MPEG-7 standard and an ontology.
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