计算机集成制造系统 ›› 2015, Vol. 21 ›› Issue (第7期): 1679-1689.DOI: 10.13196/j.cims.2015.07.002

• 产品创新开发技术 • 上一篇    下一篇

基于图索引过滤机制的三维CAD模型局部检索

皇甫中民,张树生   

  1. 西北工业大学现代设计与集成制造技术教育部重点实验室
  • 出版日期:2015-07-31 发布日期:2015-07-31
  • 基金资助:
    国家自然科学基金资助项目(51375397);国家863计划资助项目(2007AA04Z13)。

Partial retrieval method of 3D CAD models based on graph indexing and filtering mechanism

  • Online:2015-07-31 Published:2015-07-31
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.51375397),and the National High-Tech.R&D Program,China(No.2007AA04Z13).

摘要: 针对现有三维CAD模型局部检索方法效率低、难以满足工程实际需要的问题,提出一种基于图索引过滤机制的三维CAD模型局部检索方法。依据模型的B-Rep表示形式,提取其必要的几何拓扑属性等信息,将三维CAD模型用属性邻接标记图表示;依据图的谱理论为属性邻接标记图及其各节点的局部结构进行编码,提出引理以论证模型局部匹配需满足的必要条件,并据此提出一种两层过滤的策略,构建了一种图编码索引结构;模型局部检索采用过滤—验证的思想,先依据提出的索引和过滤策略剪枝不符合规则的模型,再对候选集中的模型采用子图匹配的方法进行验证并输出。实验结果表明,所提方法在保证检索质量的基础上能够显著提高局部检索的效率,可满足工程检索的实际需要。

关键词: 三维CAD模型, 局部检索, 图谱理论, 索引, 过滤

Abstract: To tackle the inefficiency problem of the current partial retrieval methods for 3D CAD models,a new partial retrieval approach based on graph indexing and filtering mechanism was proposed.By extracting B-Rep information such as geometry and topology attributes of the models,3D CAD models were represented by Attribute Adjacency Labelled Graphs (AALGs).By employing the spectral graph theory,AALGs and their vertices were encoded respectively.Based on these spectral graph codes,the lemmas were proposed and proved which gave the essential condition on partial matching of CAD models,and a two-level filtering strategy combined with a graph code indexing was presented according to these lemmas.A filter-and-verification framework was constructed to speed up the partial retrieval for 3D models.Experimental results showed that the proposed method could speed up the efficiency of partial retrieval significantly,which satisfied the requirements of engineering practice.

Key words: 3D CAD model, partial retrieval, spectral graph theory, indexing, filtering

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