光学仪器, 2014, 36 (6): 481, 网络出版: 2015-01-13
基于亚像素边缘的椭圆中心检测方法研究
Detection method of ellipse center based on sub-pixel edge
摘要
在椭圆边缘粗定位的基础上,根据椭圆粗定位信息及图像边缘梯度方向附近点的灰度分布特征,进行高斯拟合获取精确的亚像素边缘点,对亚像素边缘点进行最小二乘拟合,得到精确的椭圆中心位置。实验证明,该算法对椭圆中心定位精度和稳定性有较大提高,并有很好的实时性。
Abstract
Based on coarse positioning information of the ellipse and gray distribution features of the point near the image edge of gradient direction, Gauss fitting is used to obtain accurate sub-pixel edge points. By using the least-square fitting of the sub-pixel edge, the ellipse′s center position is obtained. Experimental results proved the efficiency and stability of the algorithm to ellipse center accurate positioning, and has a good real-time performance.
杨险峰, 蔡少虬, 杨学友. 基于亚像素边缘的椭圆中心检测方法研究[J]. 光学仪器, 2014, 36(6): 481. YANG Xianfeng, CAI Shaoqiu, YANG Xueyou. Detection method of ellipse center based on sub-pixel edge[J]. Optical Instruments, 2014, 36(6): 481.