期刊文献+

投影栅三维形面测量中亚像素匹配算法 被引量:10

Sub-pixel matching algorithm for projected grating 3-D surface measurements
原文传递
导出
摘要 根据相位值寻找匹配点是投影栅三维形面测量系统的关键技术之一,匹配精度在一定程度上决定了系统最终的三维重建精度,而整像素匹配无法满足高精度三维形面测量的需要。根据相邻像素相位近似线性分布的特点,提出了一种基于相位线性插值的亚像素匹配算法。模拟实验表明:应用该匹配算法后,三维重建测量精度有很大提高,匹配速度很快。验证实验显示:应用该匹配算法后投影栅三维形面系统的测量精度可达0.03mm,能够满足一些高精度测量需求。 Phase-based matching is a key technique for optical measurements using projected grating pattern analysis. The matching accuracy determines the final 3-D reconstruction accuracy. However, the reconstruction accuracy of integer-pixel matching is relatively low. A sub-pixel matching algorithm was developed based on phase linear interpolation assuming a linear phase distribution between adjacent pixels. Simulation results indicate that the proposed sub-pixel matching algorithm improves the final 3-D reconstruction accuracy with high processing speed. Verification experiments show that the accuracy can reach 0. 03 mm. A 3-D surface measurement system utilizing the sub-pixel matching algorithm can provide very high accurancy.
出处 《清华大学学报(自然科学版)》 EI CAS CSCD 北大核心 2008年第3期412-414,共3页 Journal of Tsinghua University(Science and Technology)
基金 国家“八六三”高技术项目(2003AA134040) 长江学者和创新团队发展计划
关键词 投影栅 三维形面测量 亚像素 相位线性插值 projected grating 3-D surface measurement sub-pixel linear interpolation of phase
  • 相关文献

参考文献5

二级参考文献18

  • 1游素亚.立体视觉研究的现状与进展[J].中国图象图形学报(A辑),1997,2(1):17-24. 被引量:102
  • 2Williams J A, Bennamoun M, Latham S. Multiple view 3D registration: a review and a new technique [A]. Pcoceedings of the IEEE International Conferences on Systems, Man and Cybernetics [C]. Tokyo, Japan: IEEE Press, 1999, 3: 497-502.
  • 3Simon D A. Fast and Accurate Shape-Based Registration[D]. Pittsburgh, Pennsylvania : Carnegie Mellon University, 1996.
  • 4Arun K S, Huang T S, Blostein S D. Least-squares fitting of two 3-D point sets [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1987, 9(5) : 698 - 700.
  • 5Besl P J, Mckay N D. A method for registration of 3D shapes [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1992, 14(2) : 239 - 256.
  • 6Rusinkiewicz S, Levoy M. Efficient variants of the ICP algorithm [A]. The Third International Conference on 3D Digital Image and Modeling [C]. Quebec City, Canada,2001. 145- 152.
  • 7Horn B K P. Closed-form solution of absolute orientation using unit quaternions [J]. J Opt Soc Am, 1987, A(4): 629- 642.
  • 8[1]Tsai R Y.A versatile camera calibration technique for high-accuracy 3-D machine metrology using off-the shelf TV cameras and lens [J].IEEE J on Robotics and Automation,1987,RA-3(4):323-344.
  • 9[2]Shih Sheng-Wen.Accurate linear technique for camera calibration considering lens distortion by solving an eigenvalue problem [J].Optical Eng,1993,32(1):138-149.
  • 10[3]Cerveri P,Borghese N A,Pedotti A.Complete calibration of a stereo photogrammetric system through control points of unknown coordinates [J].J Biomechanics,1998,31(10):935-940.

共引文献144

同被引文献79

引证文献10

二级引证文献54

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