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一种新的空间透视不变量计算方法 被引量:2

A New Method for Computing Geometric Invariants
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摘要 首先分析了空间透视不变量的一些性质.根据三维空间点和透视投影平面的共线性理论,推导出了空间N点不变量的数目和图象平面中匹配点数目之间的相互关系;通过对投影空间的分析,提出了一种计算空间6点不变量的新方法,将不变量的求解转换为对非线性方程组的求解.文中分析了该方法的特点。 In this paper some features of geometric invariants are analyzed. Based on the colinearity theorem of 3D points and projective plane, the relationship between the number of invariants and the number of match points in image plane is derived. According to the analysis of projective space, a new method for computing geometric invariants is given. It translates the computation of invariants into a solution of nonlinear equations. Also some characteristics of this method are presented. Experimental results show that this method is very simple and robust to noise.
机构地区 西安交通大学
出处 《西安交通大学学报》 EI CAS CSCD 北大核心 1997年第1期82-87,共6页 Journal of Xi'an Jiaotong University
基金 国家自然科学基金 国家教委跨世纪人才基金
关键词 空间透视不变量 投影不变量 计算机视觉 invariant fundamental matrix projective geometry
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参考文献2

  • 1Wen W,Proceedings of Europe-China workshop on GMICV 95,1995年
  • 2Tsai R Y,IEEE Trans PAMI,1984年,6卷,1期,13页

同被引文献16

  • 1徐正伟,吴成柯.二维形状的透视不变性识别[J].自动化学报,1995,21(4):431-439. 被引量:2
  • 2程志远,马彩文,高满屯,李艳,唐自力.基于序列图像中二次曲线对应的纯旋转运动参数估计算法[J].工程图学学报,2006,27(1):98-104. 被引量:5
  • 3齐紫微.应用Groebner基方法求解代数方程组的解[J].装甲兵工程学院学报,2007,21(4):90-91. 被引量:2
  • 4Bayro-Corrochano E, Banarer V. A geometric approach for the theory and applications of 3D projective invariants [J]. Journal of Mathematical Imaging and Vision, 2002, 16: 131-154.
  • 5Unel M, Soldea O, Ozgur E, et al. 3D object recognition using invariants of 2D projection curves [J]. Pattern Anal Applic, 2010, 13: 451-468.
  • 6Raviv D M, Bronstein A M, Bronstein M, et al. Equi-affine invariant geometry for shape analysis [J]. Journal of Mathematical Imaging and Vision, 2014, 50: 144-163.
  • 7Long Quan. Invariants of six points and projective reconstruction from three uncalibrated images [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1995, 17(1): 34-46.
  • 8Rajashekhar S C, Namboodiri V E Image retrieval based on projective invariance [C]//2004 International Conference on Image Processing (ICIP). Singapore, 2004, 10: 405-408.
  • 9Jiang Guang, Tsui H, Long Quan, et al. Geometry of single axis motions using conic fitting [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(10): 1343-1348.
  • 10张政武.空间二次曲线代数不变量的几何解释[J].机械科学与技术,2008,27(12):1670-1672. 被引量:3

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