| 基于正交Fourier-Mellin矩的改进亚像素边缘检测算法 |
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| 引用本文： | 党宏社,胡尊凤,方鑫.基于正交Fourier-Mellin矩的改进亚像素边缘检测算法[J].电子技术应用,2009,35(2). |
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| 作者姓名： | 党宏社 胡尊凤 方鑫 |
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| 作者单位： | 陕西科技大学,电气与信息工程学院,陕西,西安,710021 |
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| 摘 要： | 提出一种改进的亚像素级边缘检测算法,该算法先用像素级边缘检测算子(Canny算子)定位所有可能的边缘点位置,再利用正交Fourier-Mellin矩(OFMM)算子的低径向阶与旋转不变特性在已有像素级边缘位置上进一步定位亚像素级边缘位置。实验表明,同等条件下该算法运算效率较高,不仅具有较高的检测精度(小于0.2 pixel),且算法耗时较短。
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| 关 键 词： | 计算机视觉 图像处理 亚像素边缘检测 正交Fourier-Mellin矩算子 |
An improved subpixel-level edge detection algorithm based on orthogonal Fourier-Mellin moment |
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| DANG Hong She,HU Zun Feng,FANG Xin.An improved subpixel-level edge detection algorithm based on orthogonal Fourier-Mellin moment[J].Application of Electronic Technique,2009,35(2). |
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| Authors: | DANG Hong She HU Zun Feng FANG Xin |
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| Abstract: | An improved OFMM subpixel edge location algorithm is presented in the paper.This algorithm firstly makes use of Canny operator to extract all possible edge points at pixel level and then utilizes subpixel-level edge detection operator,by using orthogonal Fourier-Mellin moment operator.Experiment results show that this algorithm could achieve equative location accuracy compared with Zernike and OFMM subpixel edge location operator but consume less operating time. |
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| Keywords: | computer vision image processing subpixel edge detection OFMM operator |
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