期刊文献+

基于混合形状特征的三维模型检索研究与实现 被引量:8

Research and Realization on 3D Model Retrieval Based on Hybrid Shape Feature
下载PDF
导出
摘要 将基于视图描述的形状特征和3D Zernike矩两种特征应用于三维模型检索,并且根据用户反馈在输出层进行融合。实验表明,采用混合形状特征在提高检索准确率的同时,也能保证检索效率。 Differing with previous work, a 3D model retrieval based on hybrid shape feature was proposed. Two kinds of features named shape feature based on view arid 3D Zernike moment were used for similarity calculation, and syncretized on output layer according to user's feedback. Experiments show retriving accuracy and efficiency have a greater improvement than that on single feature.
出处 《计算机应用研究》 CSCD 北大核心 2007年第3期221-222,225,共3页 Application Research of Computers
基金 国家自然科学基金资助项目(60473106)
关键词 三维模型检索 用户反馈 混合形状特征 3D model retrival user's feedback hybrid shape feature
  • 相关文献

参考文献9

  • 1VRANIC D V, SAUPE D. A feature vector approach for retrieval of 3D objects in the Context of MPEG- 7 : ICAV3D 2001 : proceedings of the International Confe-rence on Augmented, Virtual Environments and Three-Dimensional Imaging[ C ]. Mykonos : IEEE Press,2001:37- 40.
  • 2OSADA R, FUNKHOUSER T, CHAZELLE B, et al. Matching 3D models with shape distributions: proceedings of International Conference on Shape Modeling and Applications [ C ]. Italy : IEEE, 2001 :154-167.
  • 3XU Lei, KRZYZAK A, SUEN C Y. Methods of combining multiple classifiers and their application to handwriting recognition [ J ]. IEEE Trans. on System, Man and Cybernetics,1992,22(3) 7418-435.
  • 4HSIEH I S, FAN K C. Multiple classifiers for color flag and trademark image retrieval[J]. IEEE Trans. on Image Processing,2001,10(6) :938-950.
  • 5KI'ITLER J, HATEF M, DUIN R P W, et al. On combining classifiers[J]. IEEE Trans. on Pattern Analysis and Machine Intelligent, 1998,20 ( 3 ) : 226 - 239.
  • 6MIN P, HALDERMAN J.A, KAZHDAN M, et al. Early experiences with a 3D model search engine: proc. Web3D Symposium [ C ]. [ S.1. ]: [ s. n. ] ,2003:7-18.
  • 7CANTERAKIS N. 3D Zernike moments and zemike affine invariants for 3D image analysis and recognition: Scandinavian Conference on Image Analysis [ C ]. Kangerlussuaq: SCIA, 1999:216- 225.
  • 8NOVOTNI M, KLEIN R. 3D Zernike descriptors for content based shape retrieval:ACM Symposium on Solid Modeling and Applications[ C ]. New York : ACM Press ,2003:216- 225.
  • 9RUI Y, HUANG T S, ORTEGA M, et' al. Relevance feedback: a power tool for interactive content-based image retrieval [ J ]. IEEE Trans. on Circuits and Video Technology, 1999,8 ( 5 ) :644-655.

同被引文献64

引证文献8

二级引证文献17

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部