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Ontology-Based Unification of MPEG-7 Semantic Descriptions

机译:基于本体的MPEG-7语义描述的统一

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MPEG-7 provides a rich set of tools for describing multimedia content. Among them, the semantic descriptor scheme (DS) is used to describe the semantics of the content in terms of events, objects, concepts, places, time and abstraction. However, to describe similar facts presented in different multimedia contents, different semantic descriptions may result, even after following the MPEG-7 semantic DS. These semantic descriptions may be unified in order to enhance the overall knowledge about the associated multimedia content. This paper proposed an ontology that semantically represents the structure of MPEG-7 semantic DS and acts primarily as a resource of such unification. The knowledge representation provided by this ontology can be used to develop tools that perform automatic multimedia reasoning from different existing semantic descriptions, which are narrated with other domain specific ontologies.
机译:MPEG-7提供了一组用于描述多媒体内容的丰富工具。其中,语义描述符方案(DS)用于根据事件,对象,概念,位置,时间和抽象来描述内容的语义。但是,为了描述在不同的多媒体内容中呈现的相似事实,即使遵循了MPEG-7语义DS,也可能会产生不同的语义描述。可以统一这些语义描述,以增强有关关联的多媒体内容的整体知识。本文提出了一种本体,该本体在语义上表示MPEG-7语义DS的结构,并且主要充当这种统一的资源。该本体提供的知识表示可用于开发工具,这些工具根据不同的现有语义描述执行自动多媒体推理,这些语义描述与其他特定领域的本体进行叙述。

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