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基于二阶差商波动最小的坏点挑选及曲线光顺算法

Bad Data Selecting and Curve Smoothing Arithmetic Based on Minimizing the Undulation of the Divided Difference

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【作者】 高学峰田中旭褚伟波

【Author】 GAO Xue-feng1),TIAN Zhong-xu2),ZHU Wei-bo1)1)(School of Machine Electric Engineering and Automation Shanghai University,Shanghai 200072)2)(Internal Combustion Engine Institute Shanghai Jiaotong University,Shanghai 200030)

【机构】 上海大学机电工程与自动化学院上海交通大学内燃机研究所上海大学机电工程与自动化学院 上海200072上海200030上海200072

【摘要】 针对2维数据坏点挑选问题,以节点二阶中心差商的波动最小为基础,首先构造了表征节点Pi在提高样条曲线光顺度方面潜力大小的函数,然后给出了一种基于结点差商波动最小的坏点挑选算法。并将该算法利用一些实例与曲率极值法进行了对比分析,结果表明,该算法能有效标出坏点位置。另外,基于节点二阶中心差商波动最小的原则,还给出了一种通过将节点在允许范围内进行适当调整,以减小样条曲线二阶导函数波动的光顺处理算法。实例验证结果表明,此样条曲线光顺处理算法能够有效地控制三次样条曲线二阶导函数的波动,即能提高曲线的光顺程度。

【Abstract】 As to the selection of the 2D bad data,this paper used the method of minimizing the undulation of the divided difference of 2D data and presented an algorithm that begins with constructing a function that can compute each knot’s potential on improving spline curve’s smoothness.After analyzing some examples that using the extreme curvature-value method and the method stated previously,it indicated that the algorithm this paper put forwards marked the positions of the bad data efficiently.Based on the method of minimizing the undulation of the divided difference of 2D data,this paper also gave a smoothing treatment for cubic spline curve to appropriately relocate the positions of the knots in the permissive scope.The numerical example at the last section demonstrated that this algorithm can effectively control the undulation of the cubic spline’s second-derivative function.

【关键词】 坏点光顺处理三次样条曲线
【Key words】 bad datasmoothing treatmentcubic spline curve
【基金】 国家自然科学基金项目(50475182);上海市自然科学基金项目(04ZR14053);上海市重大科技攻关项目(04dz12011)
  • 【文献出处】 中国图象图形学报 ,Journal of Image and Graphics , 编辑部邮箱 ,2007年12期
  • 【分类号】TP391.7
  • 【被引频次】4
  • 【下载频次】177
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