基于幂函数标准化系数的激光光条中心提取方法
method for extraction of laser line center based on standardized coefficient of power function
在汽车形貌的结构光视觉测量系统中,检测精度的关键在于准确确定图像中激光光条的中心位置。本文提出了一种基于幂函数标准化系数的主动视觉激光光条中心提取方法。首先,利用差影法对获取的图像进行预处理,实现激光光条图像的分割;其次,利用Hessian矩阵得到光条中心待选特征点的像素坐标,并同时得到光条中心待选特征点的Hessian矩阵的两个特征值和特征向量;最后,根据图像中激光光条中心灰度分布特征,提出了基于幂函数的特征值归一化判定方法,实现了激光光条亚像素图像中心的提取。
In the vision measurement systems of structured light for automotive morphology, the key point of detection accuracy is accurately determining the central position of the laser stripe in the image. An active vision method for extraction of laser line center based on standardized coefficient of power function is proposed. First, preprocessing of image using difference image method is conducted to realize image segmentation of the laser stripe; Secondly, pixel coordinates of the feature points to be selected of the light stripe center are obtained using Hessian matrix, and two eigenvalues and eigenvectors of the Hessian matrix of feature points to be selected of the light stripe center are obtained; Finally, according to the distribution characteristics of the grayscale of the laser light center in the image, a determining normalization method for eigenvalue based on power function is proposed, extraction of the center of the laser stripe in sub-pixel image is realized.
卢雪、孙丽娜、苏建、陈熔、徐观
光电子技术电子技术应用
激光线光条中心提取Hessian矩阵标准化系数
laser linelight stripe center extractionHessian matrixstandardized coefficient
卢雪,孙丽娜,苏建,陈熔,徐观.基于幂函数标准化系数的激光光条中心提取方法[EB/OL].(2014-01-03)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201401-138.点此复制
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