CAJ | 학술논문

对Marr边缘检测算法中LOG算子性能进行了分析和评估，并研究了LOG模板的构造及二值化处理图像的过程。根据实际应用中LOG模板的设计要求，导出了构造LOG模板的一般公式。针对传统LOG边缘检测算法并不能使目标与背景较好分离的不足，文中利用待二值化像素与其4连通区域像素进行比较对算法中二值化方法进行了改进。经实验验证，此改进获得了较好的边缘检测图。实验结果表明，该方法能够满足实际应用的要求，较好地区分目标与背景，同时还保持目标区域的连通性。
대Marr변연검측산법중LOG산자성능진행료분석화평고，병연구료LOG모판적구조급이치화처리도상적과정。근거실제응용중LOG모판적설계요구，도출료구조LOG모판적일반공식。침대전통LOG변연검측산법병불능사목표여배경교호분리적불족，문중이용대이치화상소여기4련통구역상소진행비교대산법중이치화방법진행료개진。경실험험증，차개진획득료교호적변연검측도。실험결과표명，해방법능구만족실제응용적요구，교호지구분목표여배경，동시환보지목표구역적련통성。
The performance of the LOG operator in edge detection by using Marr algorithm is analyzed and evaluated,the construction of the LOG template and the process of binarization processing image is discussed. According to the designing requirements,deduced the general formula of constructing LOG template. Aiming at the traditional LOG edge detection does not make the better separation of target and background,improved the method of binarization by using awaiting binarized pixel compared with its 4-connected regions pixels. The experiments prove that this improved gets better edge detection. Experiment results show that this method can meet the application re-quirements,distinguish the object from the background perfectly,and can keep connection of detection area well.