CAJ | 학술논문

为了改进Zernike矩边缘检测方法对非直线边缘检测精度低的弱点，提出了一种改进的基于Zernike矩方法和Sigmoid拟合法的边缘检测方法。用Zernike矩边缘检测方法检测边缘，然后用Sigmoid拟合方法检测边缘，根据边缘类型对两种方法检测的边缘结果进行加权求和，所得结果为边缘位置。分别利用理想图像和实际工业CT图像进行了实验验证，实验结果表明对非直线边缘的检测，该方法检测精度相对于Zernike矩方法提高了一个数量级。
위료개진Zernike구변연검측방법대비직선변연검측정도저적약점，제출료일충개진적기우Zernike구방법화Sigmoid의합법적변연검측방법。용Zernike구변연검측방법검측변연，연후용Sigmoid의합방법검측변연，근거변연류형대량충방법검측적변연결과진행가권구화，소득결과위변연위치。분별이용이상도상화실제공업CT도상진행료실험험증，실험결과표명대비직선변연적검측，해방법검측정도상대우Zernike구방법제고료일개수량급。
An improved method based on Zernike moment and Sigmoid fitting is presented in order to improve the weak-ness of low accuracy when Zernike moment edge detection method detects non-straight edges. This papwr uses Zernike moment edge detection method to detect edge, then uses Sigmoid fitting method to detect edge, and adopts weighted sum method to fix the detection result according to the results of two methods, the results are what we want. Both ideal images and actual industrial CT images are used to demonstrate its accuracy, the experimental results show that the detection pre-cision of the method proposed has improved one order of magnitude comparing with Zernike moment edge detection method when detecting non-straight edges.