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OALib Journal期刊
ISSN: 2333-9721
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Retrieval-angle clustering histogram and clustering for 3D model retrieval
相对角度直方图聚类在3维模型检索中的应用

Keywords: 模型分类,相对角度,角度直方图,聚类

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Abstract:

In this paper, we propose a novel 3D model retrieval algorithm based on Relative angle-distribution and clustering (RAC). A geometric feature vector based on relative-angle distribution (RAD) of surface points is defined. The experimental results demonstrate that RAD is a good global feature for shape classification. To reduce the feature dimensions and improve the computational efficiency, clustering is employed. The model classification results show that compared with other methods, our algorithm RAC (relative angle clustering) achieves better retrieval accuracy and efficiency.

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