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逆向工程中点云数据去噪算法的研究 被引量:6

Research on Noise Remove Algorithm of Cloud-Data in Reverse Engineering
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摘要 基于曲率变化的曲线分段去噪法,先读入数据,将点云数据按扫描线顺序存储到数组A。再对除首末点外位于同一扫描线上的点,计算各点曲率。接着计算数组A中,等间距两点的曲率差,放到数组B,提取数组B中大于给定阈值的n个点。然后拟合曲线,计算各点到曲线的距离,并删除距离超差的点,直到处理完n+1段点云,由此处理完所有扫描线。 The curve subsection noise remove algorithm based on curvature variation, read data at first, and store cloud-data in array A according to scanning line sequence. Then calculate curvature of each point on the same scanning line except start and end points. After that, calculate the curvature of equal space between two points and send them to array B and extract N points which are more than given threshold value. Then, simulate curve, calculate the distance between each point and curve. Delete the error distance point. At last, deal with N+I subsection cloud data and scannin~ line.
出处 《兵工自动化》 2007年第10期39-40,共2页 Ordnance Industry Automation
关键词 逆向工程 噪声点 曲率变化 Reverse engineering Noise point Curvature varying
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参考文献3

  • 1罗大兵,高明,王培俊.逆向工程中数字化测量与点云数据处理[J].机械设计与制造,2005(9):56-58. 被引量:52
  • 2曹新民.反求工程中散乱数据拓扑和三角曲面重建关键技术研究[Z].2004.
  • 3Ming-Chih Huang and Ching-Chih. The Pre-Processing of Data Points for Curve Fitting in Reverse Engineering [J]. The International Journal of Advanced Manufacturing Technology, 2000, 16 (9): 635-642.

二级参考文献3

  • 1刘之生.反求工程技术[M].北京:机械工业出版社,1996..
  • 2Ming-Chih Huang, Ching-Chih Tai, The pre-processing of data pointsforcurvefittinginreverseengineering. InternationalJournal of Advanced Manufacturing Technology. 2000 16: 635~ 642.
  • 3Lee KH, Woo H, Suk T. Data reduction methods for reverse engineer ing. International Journal of Advanced Manufacturing Technology. 2001 17 (10): 735~ 743.

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同被引文献40

引证文献6

二级引证文献8

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