The Research of 3D Model Retrieval Algorithms Based on Normal Plane

Hongtao Xie, F. Shang, Yadong Zhou, Xincheng Gao
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Abstract

According to the characteristics of the model number is relatively small, similarity, complexity is not high in the small professional model library, and the existing 3D model retrieval method can not effectively improve the efficiency. This paper puts forward the retrieval algorithms based on normal plane, extract normal vector of each triangular facet in models, in the surrounded icosahedron of model set every surface as the reference surface, calculating the normal number which go through each reference surface and the ratio of the face in line accounts for the whole area, using the Needleman/Wunsch algorithm in the dynamic programming calculating the similarity for matching. Experiments show that in the small professional model library the model retrieval algorithm based on normal plane can greatly improve the efficiency of the model retrieval.
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基于法线平面的三维模型检索算法研究
根据模型数量相对较少、相似度、复杂度不高的特点,在小型专业模型库中,现有的3D模型检索方法无法有效提高检索效率。本文提出了基于法平面的检索算法,提取模型中每个三角形面的法向量,在模型的包围二十面体中设置每个面作为参考面,计算经过每个参考面的法向数和面在直线上占整个面积的比例,采用动态规划中的Needleman/Wunsch算法计算相似度进行匹配。实验表明,在小型专业模型库中,基于法向平面的模型检索算法可以大大提高模型检索的效率。
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