A novel 3D model retrieval system based on three-view sketches

A novel 3D model retrieval system based on three-view sketches
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一种基于三视图草图的新型3D模型检索系统

DOI:
10.3233/jifs-169107
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发表时间:
2016-01-01
影响因子:
2
通讯作者:
Xue, Yu
Xue, Yu
中科院分区:
计算机科学4区
文献类型:
--
作者:
Cao, Bin;Kang, Yang;Xue, Yu

文献摘要

被引文献

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3D模型可用于3D打印和许多其他领域。目前,对三维模型检索的研究很多,草图被认为是三维模型检索的重要内容。本文基于风格敏感的三维模型检索方法和三视图用户草图,开发了一个新的三维模型检索原型系统。我们还实现了用户友好的图形界面的三维模型检索系统。我们通过在普林斯顿形状基准数据集上进行一系列三维模型检索实验来探索系统的性能。实验结果表明,新的检索系统能够取得令人满意的检索效果。新方法的一些结果是上级一些基于内容的三维模型检索方法,在定量的搜索性能指标和定性测量的用户搜索体验。
3D models can be used in 3D printing and many other areas. At present, there are a lot of researches on 3D model retrieval and sketch is considered to be important for 3D model retrieval. In this paper, we develop a new 3D model retrieval prototype system based on style-sensitive 3D model retrieval method and three-view user sketches. We also implement user-friendly graphic interfaces for the 3D model retrieval system. We explore the performance of the system by conducting a series of 3D model retrieval experiments on the Princeton shape benchmark data set. Experimental results show that the new retrieval system can obtain satisfactory retrieval results. And some results of the new method are superior to some content-based 3D model retrieval methods, in terms of both quantitative search performance metrics and qualitatively measured user search experiences.