一种基于法向量分布特征的机械零件模型手绘草图查询接口

中国机械工程

一种基于法向量分布特征的机械零件模型手绘草图查询接口

王家乐

浙江工商大学，杭州，310018

出版日期:2016-08-25 发布日期:2016-08-17
基金资助:
国家自然科学基金资助项目(61202200)；浙江省教育厅科研项目(Y201018008)

Free-hand Sketch Query Interface for Retrieving Mechanical Parts Using Normal Vector Distribution Feature

Wang Jiale

Zhejiang Gongshang University,Hangzhou,310018

Online:2016-08-25 Published:2016-08-17
Supported by:

摘要/Abstract

摘要： 提出一种面向三维机械零件模型检索的手绘草图查询接口。首先，利用模型的法向量最大分布方向来辅助主成分分析（PCA）算法对三维模型的空间姿态进行旋转归一，使得模型投影视图和用户手绘草图的视角一致;然后采用一种二维图像相似性比较算法衡量用户草图和模型投影视图之间的相似性，从而得到与用户提交的查询草图相似的三维零件模型。实验结果表明所提出的手绘草图查询接口能够让用户快速地表达查询意图，且具有较高的检索准确性。

关键词: 三维模型检索, 查询接口, 手绘草图??, 形状分析

Abstract: A sketch query interface was proposed for retrieving 3D models of mechanical parts. The maximum normal distribution of a 3D model was computed to assist the principal component analysis（PCA） to normalize the orientation of the 3D model, and then the projected views of the 3D model could be coordinated with the free-hand sketches submitted by users. To retrieve the 3D models similar with the user sketches, an image similarity assessment algorithm was employed to compare the shape similarity between user sketches and the views of the model. Experiments demonstrate that users can express their query intentions through the proposed query interface rapidly with satisfactory retrieval performance.

Key words: 3D model retrieval, query interface, free-hand sketch, shape analysis

中图分类号:

TP391

王家乐. 一种基于法向量分布特征的机械零件模型手绘草图查询接口[J]. 中国机械工程.

Wang Jiale. Free-hand Sketch Query Interface for Retrieving Mechanical Parts Using Normal Vector Distribution Feature[J]. China Mechanical Engineering.

参考文献

[1]Funkhouser T, Min P, Kazhdan M, et al. A Search Engine for 3D Models[J]. ACM Transactions on Graphics, 2003, 22(1): 83-105.

[2]Hou S, Ramani K. Classifer Combination for Sketch-Based 3D Part Retrieval[J]. Computers & Graphics, 2007, 31(4): 598-609.

[3]Eitz M, Richter R, Boubekeur T, et al. Sketch-based Shape Retrieval[J]. ACM Transactions on Graphics, 2012, 31(4): 13-15.

[4]Wang Jiale, He Yuanjun, Tian Haishan, et al. Retrieving 3D CAD Model by Freehand Sketches for Design Reuse[J]. Advanced Engineering Informatics, 2008, 22(3):385-392.

[5]Hou S, Ramani K. Dynamic Query Interface for 3D Shape Search[C]//Proceedings of ASME IDETC/CIE. Salt Lake City, 2004.

[6]Pu J, Ramani K. A 2D Sketch-Based User Interface for 3D CAD Model Retrieval[J]. Journal of Computer Aided Design and Application, 2005, 2(6):717-727.

[7]Li Bo, Lu Yijuan, Li Chunyuan, et al. A Comparison of 3D Shape Retrieval Methods Based on a Large-scale Benchmark Supporting Multimodal Queries[J]. Computer Vision and Image Understanding, 2015, 131(1):1-27.

[8]孙长乐, 宁大勇, 熊伟, 等. 基于特征的工程领域CAD模型检索技术[J]. 计算机集成制造系统, 2014, 20(4):747-754.

Sun Changle, Ning Dayong, Xiong Wei, et al. Feature-based CAD Model Retrieval Technique in Engineering Field[J]. Computer Integrated Manufacturing Systems, 2014, 20(4):747-754.

[9]朱文博, 吴新仁, 甘屹. 基于形状拆分的机械零件三维模型检索[J]. 图学学报, 2015, 36(1):35-40.

Zhu Wenbo, Wu Xinren, Gan Yi. 3D Model Retrieval of Mechanical Parts Based on Shape Split[J]. Journal of Graphics, 2015, 36(1):35-40.

[10]Chalechale A, Mertins A, Naghdy G. Edge Image Description Using Angular Radial Partitioning[J]. IEE Proceedings—Vision, Image and Signal Processing, 2004, 151(2):28-41.

[11]Jayanti S, Kalyanaraman Y, Iyer N, et al. Developing an Engineering Shape Benchmark for CAD Models[J]. Computer-Aided Design, 2006, 38(9): 939-953.

[12]Singhal A. Modern Information Retrieval: a Brief Overview[J]. Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, 2001, 24(4):35-42.