基于局部梯度方向估计的圆形条纹中心定位

F. bai, Xiaohua Zhang, Jun Kong, Xiao-juan Gao, Yongxiang Xu
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引用次数: 0

摘要

提出了一种基于局部梯度方向信息的圆形条纹中心定位方法。基于圆形条纹上任意点的法向总是指向中心的思想,提出了一种新的方法。此外,条纹的局部梯度方向与条纹法线有关。从理论上推导了局部梯度方向估计的原理。然后利用数字图像处理技术和统计学思想,提出了一种新的圆形条纹中心定位算法。仿真结果表明,该方法可以在少滤波或不滤波的情况下准确定位不同类型圆形条纹的中心。具有较好的鲁棒性,能够满足实际工程应用的要求。
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Circular fringe center location based on local gradient direction estimation
A method based on the local gradient direction information is proposed to locate the center of circular fringe. The new method is developed which based on the idea that the normal directions of any point on the circular fringe are always pointing towards the center. Besides, the local gradient direction of fringe is related to the normal line of fringe. We deduce theoretically the principle of local gradient direction estimation. Then a new circular fringe center location algorithm is developed with the help of digital image processing technology and statistical ideas. The simulation results show that new method can locate accurately the center of different types of circular fringes with less or without filtering. It also holds good robustness and can meet the requirements of actual engineering application.
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