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结构光测量中多视拼合技术与算法实现 被引量:6

The Technique about Registration of Multi-view Data in the Optical Digitizing Measuring and Algorithm Realization
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摘要 基于定位点集(Locating Points Set)中任意两点间的相对距离不变这一基本特征,指出了定位和配准问题的实质是在两个不完全等价的特征点集中寻求最大同构子集的问题。本文创造性地引入了一种“不太可能发生的小概率事件”思维方式,结合结构光测量仪的自身特点,在人工交互的前提下,提出了一种基于结构光测量方法的自适应快速定位点识别及匹配算法,通过编程对算法进行了验证,并利用Surface软件对结果进行了可视化。 Based on the characteristic of the relative distance between any of two points in the locating points set, the substance of matching was put forward, which is to seek the maximum isomorphic sub set in two non - equivalent feature points sets. A thought of “The Possibility of Impossibility” was initiatively quoted. According to the feature of the device and artificial alternation, a new algorithm to locating and matching automatically based on the optical digitizing measuring device was presented, additionally the algorithm was tested by programming and visualized by Surface software.
出处 《机床与液压》 北大核心 2005年第10期137-140,173,共5页 Machine Tool & Hydraulics
关键词 反求工程 多视拼合 定位 配准 距离矩阵 奇异值分解 最小二:乘法 Reverse engineering: Registration of multi -view Previous locating Matching Distance matrix Singular value decomposition Least - squares method
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  • 1K.S. Arun, T. S. Huang, S.D. Blostein. Least - squares fitting of two 3 - D points sets. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1987, 9 (5):698 ~ 700.
  • 2田晓东,周雄辉,阮雪榆.全体件表面数字化多视拼合的系统方法[J].机械科学与技术,2001,20(3):472-474. 被引量:2
  • 3马笑潇,黎昱,黄席樾,朱雷,贺黛芳.基于显著特征的指纹自动定位与匹配算法[J].计算机工程与应用,2002,38(7):94-97. 被引量:2
  • 4T.S. Huang, S.D. Blostein, E.A. Mergerum. Least - squares estimation of motion parameters from 3 - D point correspondences. In Proc. IEEE Computer Vision and Pattern Recognition, Miami Beach, FL, June24~26, 1986.

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