CAJ | 학술논문

视觉测量系统中圆形标志点中心定位的精度易受噪声的影响.为了增强其抗噪性从而提高定位精度,提出了一种利用几何特征以降低噪声干扰的中心定位算法.首先将自适应阈值分割法与质心法相结合,对点目标进行圆心粗定位.利用粗定位的圆心和半径对 Canny 算子检测到的边缘进行半径约束,以消除孤立点和噪声点.然后根据理想的圆成像后边缘点分布的几何特征和链接规律,采用一种基于分区原理的方法获取点目标的理想边缘.最后,采用 Zernike 正交矩对像素级边缘点进行亚像素定位,并用最小二乘椭圆拟合法计算得到中心坐标.实验结果表明,该方法的定位精度可以达到0.0237 pixel,算法的运行时间为2~3 ms,基本满足测量系统对于圆形标志点中心定位在精度、稳定性和实时性上的要求.
시각측량계통중원형표지점중심정위적정도역수조성적영향.위료증강기항조성종이제고정위정도,제출료일충이용궤하특정이강저조성간우적중심정위산법.수선장자괄응역치분할법여질심법상결합,대점목표진행원심조정위.이용조정위적원심화반경대 Canny 산자검측도적변연진행반경약속,이소제고립점화조성점.연후근거이상적원성상후변연점분포적궤하특정화련접규률,채용일충기우분구원리적방법획취점목표적이상변연.최후,채용 Zernike 정교구대상소급변연점진행아상소정위,병용최소이승타원의합법계산득도중심좌표.실험결과표명,해방법적정위정도가이체도0.0237 pixel,산법적운행시간위2~3 ms,기본만족측량계통대우원형표지점중심정위재정도、은정성화실시성상적요구.
The location accuracy of circle target center in vision measurement system is susceptible to the noise.In order to enhance the capacity of anti-interference of noise and improve the location accu-racy,a modified subpixel location algorithm of circle target center based on geometric features is pro-posed in this paper.Firstly,coarse location of circle target center is realized by combining adaptive threshold segmentation and centroid method,which is used for radius constraint of the edge detected by Canny operator to remove the isolated points and the noisy points.Then,starting from the geo-metric distribution characteristics and linking discipline of the ideal imaging of circle,a method based on partition theory is brought forward to obtain ideal and continuous edge of circle target.Finally, Zernike moment is used to carry out the subpixel location of the edge,and the center location is achieved by the least-squares ellipse fitting method.The experiments results show that the location accuracy can reach to 0.023 7 pixels,and the operation time is between 2 and 3 ms.It can satisfy the high requirements of precision,stabilization and real-time ability of circle target center in the measure-ment system.