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图像三维重建中的特征点匹配方法研究 被引量:4

Research of feature points matching method in 3D reconstruction across images
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摘要 针对传统三维重建中点特征匹配算法的局限性,提出了基于相关系数的图像点特征匹配方法,实现了对图像点特征匹配与三维重建同步进行的目的。基于同一物体的两幅图像,给出了其特征匹配和三维重建的算法,并通过实验数据分析了此算法的有效性。 During the course of 3D reconstruction from a set of images,to some limitations in traditional algorithms a new efficient algorithm of points correspondence matching based on a new affinity measure is developed.Through this method,image points matching and 3D reconstruction can be operated in parallel.In this paper,the algorithm of points matching and reconstruction across images is presented.Experimental results on synthetic and real data demonstrate the effectiveness of the method.
作者 王剑 周国民
出处 《计算机工程与应用》 CSCD 北大核心 2009年第2期10-12,共3页 Computer Engineering and Applications
基金 国家高技术研究发展计划(863)No.2007AA102Z237~~
关键词 三维重建 特征匹配 三维模型 3D reconstruction feature correspondence matching 3D model
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  • 1吴贤伟,岑杰,邰晓英.一种快速图像特征降维方法:SPCA[J].宁波大学学报(理工版),2005,18(3):336-339. 被引量:2
  • 2JiaYing.Research of the Image Mosaic Method Based on Harris Corner Detection[M].JiLin University,2010(9).
  • 3Lowe D G. Object Recognition from Local Scale-in- variant Features[C]//Proceedings of the Interna- tional Conference on Computer Vision. Kerkyra, 1999 :1150-1157.
  • 4Lowe D G. Distinctive Image Features from Scale- invariant Keypoints[J]. International Journal on Computer Vision, 2004,60(2) : 91-110.
  • 5修春波,张雨虹,陈奕梅.基于特征点匹配的目标识别方法[J].仪器仪表学报,2007,28(增4):464-466.
  • 6Wu Youfu, Dai Mo. Matching Feature Points and Discarding False Matching Pairs [C]//Proceedings of the IEEE International Conference Acquisition. Los Alamitos,2005 : 458-463.
  • 7Qian Wei, Fu Zhizhong, Liu Lingqiao, et al. Image Registration Based on Feature Extraction and Voting Strategy [C]//Proeeedings of the International Conference on Communications, Circuits and Systems. Fujian, 2008 : 706-709.
  • 8Feng Xuetao, Shen Xiaolu, Zhou Mingcai, et al. Robust Facial Expression Tracking Based on Composite Constraints AAM[C]//18th IEEE International Conference on Image Processing (ICIP). Brussels, 2011: 3045-3048.
  • 9Microsoft Research Cambridge Object Recognition Image Database[DB/OL]. (2001-11-12 ) [2002-04- 15]. http://research, microsoft.com/en-us/down- loads/b94de342-60dc-45d0-830b-9f6eff91 b301/default, aspx.
  • 10Thabet A, Kalva S P,Liu B ,et a 1.Interventional radiology in pregnancy complications : indications, technique, and methods for minimiz-ing radiation exposure. Radiographics, 2012,32 (1) : 255-74.

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