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Three-dimensional model retrieval by shape similarity using features from surface and projection images.

机译:使用表面和投影图像中的特征,通过形状相似性检索三维模型。

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摘要

The design of content-based 3D object model retrieval systems is emerging as a key technology toward interactive multimedia service in the trend of new millennium such as education tools, manufacturing processes, mechanical CAD model databases, medical data analysis applications, archeological model reconstructions and virtual reality simulation. The problem lies in the nature of three-dimensional shape, which is difficult to store and represent as opposed to two-dimensional shape.;This research aims to extract features that describe properties of the 3D object model. These features are indexed and subsequently compared to one another during query processing to find similar 3D object models in the database. This research proposes a new 3D shape descriptor together with 2D multi-view descriptors, which are combinations of existing shape descriptors, to provide a robust 3D object model retrieval system. This new paradigm is to solve complexity in the traditional method of 3D object shape descriptors and lack of robustness in query methods of 3D object model databases.;The first discussion is used the existing 2D and 3D shape descriptors and object representation schemes by which types of feature can be determined. Then, some novel shape description methods are introduced, which can be used for 3D object model indexing and solution for both 2D and 3D input queries. In fact, there exists a few content-based systems for managing 3D object model database. 3D object recognition systems focus mainly on developing sound representation schemes that allow extraction of useful 3D information from range image because their main purpose is to find objects of interest from particular scenes. On the other hand, this research provides an efficient retrieval method based on 2D and 3D shape similarity of the 3D object model where a prevalent existing CAD representation scheme can be used as it is.
机译:在新千年的趋势中,基于内容的3D对象模型检索系统的设计正在成为交互式多媒体服务的一项关键技术,例如教育工具,制造过程,机械CAD模型数据库,医学数据分析应用程序,考古模型重建和虚拟技术。现实模拟。问题在于三维形状的性质,与二维形状相反,该形状难以存储和表示。本研究旨在提取描述3D对象模型属性的特征。对这些功能进行索引,然后在查询处理期间将它们相互比较,以在数据库中找到相似的3D对象模型。这项研究提出了一种新的3D形状描述符以及2D多视图描述符,这些描述符是现有形状描述符的组合,以提供一个健壮的3D对象模型检索系统。这种新的范式是为了解决传统3D对象形状描述符方法的复杂性以及3D对象模型数据库的查询方法缺乏鲁棒性的问题。首先讨论了现有2D和3D形状描述符以及对象表示方案的类型。特征可以确定。然后,介绍了一些新颖的形状描述方法,这些方法可用于3D对象模型索引以及2D和3D输入查询的解决方案。实际上,存在一些用于管理3D对象模型数据库的基于内容的系统。 3D对象识别系统主要致力于开发声音表示方案,该方案允许从距离图像中提取有用的3D信息,因为它们的主要目的是从特定场景中找到感兴趣的对象。另一方面,这项研究提供了一种基于3D对象模型的2D和3D形状相似性的有效检索方法,其中可以直接使用普遍存在的现有CAD表示方案。

著录项

  • 作者

    Song, Jeong-Jun.;

  • 作者单位

    Arizona State University.;

  • 授予单位 Arizona State University.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2003
  • 页码 118 p.
  • 总页数 118
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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