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Modeling complex objects in content-based image retrieval

机译:基于内容的图像检索中建模复杂对象

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This paper describes the extended model for information retrieval (EMIR) designed for complex information description and retrieval and particularly well suited for image modeling. A main object in the proposed model has a three parts specification: a description that is a list of attributes; a composition that is a list of component objects; and a topology that is a list of semantic relationships between component objects, expressing more semantic aspects of the main object structure. The model is well suited for image modeling for two complementary reasons. On one hand, it can distinguish between an object structure and its contents. This is achieved by relaxing the class-object classical instantiation link; thus allowing objects to have individual non categorized contents rather than those predicted in their classes. On the other hand, images have typically very different individual contents, and, therefore, cannot be easily modeled within a structured database model such as the relational model. The query language is organized according to the three-part organization of the model. A simple query has three parts: description, being some constraints on some attributes values; composition, being a set of sub-queries on the composition part of objects; topology, being the specification of special required links on the results of composition sub-queries.
机译:本文介绍了用于信息检索(EMIR)的扩展模型,用于复杂的信息描述和检索,特别适用于图像建模。所提出的模型中的主要对象具有三个部分规格:描述是属性列表的描述;作为组件对象列表的组成;和一个拓扑,即组件对象之间的语义关系列表,表达了主要对象结构的更多语义方面。该模型非常适合于两种互补原因的图像建模。一方面,它可以区分对象结构及其内容。这是通过放松类对象古典实例链接来实现的;因此,允许对象具有单个非分类内容而不是在其类中预测的那些。另一方面,图像通常具有非常不同的单个内容,因此,不能在诸如关系模型的结构化数据库模型中进行容易地建模。根据模型的三部分组织组织查询语言。一个简单的查询有三个部分:描述,是某些属性值的一些约束;构成,是对象的组成部分上的一组子查询;拓扑结构,是构图子查询结果的特殊必需链接的规范。

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