计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2015年
11期
172-174,211
,共4页
Hough变换%圆检测%边缘检测%感兴趣区域
Hough變換%圓檢測%邊緣檢測%感興趣區域
Hough변환%원검측%변연검측%감흥취구역
Hough transform%circle detection%edge detection%Region Of Interest(ROI)
针对汽车零件中的圆检测实际需求，在分析了基本Hough变换和随机Hough变换进行圆检测的技术特征基础上，对基本Hough变换进行算法改进。采用Sobel算子提取图像边缘，利用圆参数范围已知的先验知识确定感兴趣区域和圆半径的检索范围，使得计算量大大减少，从而实现圆心坐标和半径的快速检测，满足工业生产实时性的要求。
針對汽車零件中的圓檢測實際需求，在分析瞭基本Hough變換和隨機Hough變換進行圓檢測的技術特徵基礎上，對基本Hough變換進行算法改進。採用Sobel算子提取圖像邊緣，利用圓參數範圍已知的先驗知識確定感興趣區域和圓半徑的檢索範圍，使得計算量大大減少，從而實現圓心坐標和半徑的快速檢測，滿足工業生產實時性的要求。
침대기차령건중적원검측실제수구，재분석료기본Hough변환화수궤Hough변환진행원검측적기술특정기출상，대기본Hough변환진행산법개진。채용Sobel산자제취도상변연，이용원삼수범위이지적선험지식학정감흥취구역화원반경적검색범위，사득계산량대대감소，종이실현원심좌표화반경적쾌속검측，만족공업생산실시성적요구。
In the automobile components detection for the actual needs, the analysis of the basic Hough transform and ran-dom Hough transform for circle detection technical characteristics, it improves the basic Hough transform algorithm. Using Sobel operator to extract image edge, and circular range of parameters prior knowledge is used to determine the region of interest and the range of radius, so the calculation is greatly reduced, thus realizing the rapid detection of the center coordi-nates and radius, and it meets the real-time requirements of industrial production.
