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基于骨架和灰色关联分析相结合的机械零件三维模型检索
引用本文:朱文博,戚丽杰,陈龙.基于骨架和灰色关联分析相结合的机械零件三维模型检索[J].中国机械工程,2015,26(14):1926.
作者姓名:朱文博  戚丽杰  陈龙
作者单位:上海理工大学,上海,200093
基金项目:国家自然科学基金资助项目,上海市教育委员会科研创新一般项目
摘    要:提出了一种将模型骨架和灰色关联分析相结合的机械零件三维模型检索方法。首先简化机械零件三维模型,忽略倒圆、倒角、孔等附加特征,得到无中空结构的连贯模型;然后基于电场法提取简化后的机械零件三维模型的骨架,所提取的骨架表达了零件模型的形状和拓扑结构特征,并将骨架转换成特征曲线;最后运用灰色关联分析方法计算特征曲线的相似关联度,从而得到机械零件三维模型的相似度。实例验证和实验分析表明,该方法能准确地检索出相似的机械零件三维模型。

关 键 词:机械零件  三维模型检索  骨架提取  灰色关联分析  相似度  

3D Model Retrieval of Mechanical Parts Based on Skeleton and Grey Correlation Analysis
Zhu Wenbo,Qi Lijie,Chen Long.3D Model Retrieval of Mechanical Parts Based on Skeleton and Grey Correlation Analysis[J].China Mechanical Engineering,2015,26(14):1926.
Authors:Zhu Wenbo  Qi Lijie  Chen Long
Affiliation:University of Shanghai for Science and Technology,Shanghai,200093
Abstract:A 3D model retrieval method of mechanical parts was proposed combined skeleton and grey correlation analysis.Firstly,3D model of mechanical parts  was simplified to get a coherence model without hollow structure by ignoring additional features of model, such as  fillet,chamfer and hole etc.Then the skeleton was extracted,which expressed shape and topology features of the parts model from simplified  3D  model of mechanical parts based on the electric field method;and the skeleton was  converted into characteristic curve.Finally,calculating the similarity degrees among characteristic curves and grey correlation analysis method  was used  to  obtain similarity degrees of parts.Through the example verification and experimental analyses, the method can accurately retrieve the similar 3D model of mechanical parts.
Keywords:mechanical part  3D model retrieval  skeleton extraction  grey correlation analysis  sim-ilarity degree
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