纺织高校基础科学学报
紡織高校基礎科學學報
방직고교기출과학학보
BASIC SCIENCES JOURNAL OF TEXTILE UNIVERSITIES
2014年
3期
380-384
,共5页
邱春婷%刘红彦%齐静
邱春婷%劉紅彥%齊靜
구춘정%류홍언%제정
图像处理%边缘检测%Canny边缘算子%非极大值抑制%边缘连接
圖像處理%邊緣檢測%Canny邊緣算子%非極大值抑製%邊緣連接
도상처리%변연검측%Canny변연산자%비겁대치억제%변연련접
image processing%edge detection%Canny edge detector%non-maximum suppression%edge con-nection
传统Canny边缘算子通过像素点的梯度幅值是否大于梯度方向两侧的像素的梯度幅度值来判定边缘。针对传统Canny边缘算子的判断边缘的方法,分析Canny边缘算子在边缘检测时容易出现边缘点的漏检而造成边缘不连接现象,结合Harris检测算法改进Canny边缘算子来连接断开的边缘并提高检测准确率。实验结果表明,改进的算法检测边缘连接性好并具有更好的检测准确度。
傳統Canny邊緣算子通過像素點的梯度幅值是否大于梯度方嚮兩側的像素的梯度幅度值來判定邊緣。針對傳統Canny邊緣算子的判斷邊緣的方法,分析Canny邊緣算子在邊緣檢測時容易齣現邊緣點的漏檢而造成邊緣不連接現象,結閤Harris檢測算法改進Canny邊緣算子來連接斷開的邊緣併提高檢測準確率。實驗結果錶明,改進的算法檢測邊緣連接性好併具有更好的檢測準確度。
전통Canny변연산자통과상소점적제도폭치시부대우제도방향량측적상소적제도폭도치래판정변연。침대전통Canny변연산자적판단변연적방법,분석Canny변연산자재변연검측시용역출현변연점적루검이조성변연불련접현상,결합Harris검측산법개진Canny변연산자래련접단개적변연병제고검측준학솔。실험결과표명,개진적산법검측변연련접성호병구유경호적검측준학도。
In the classical Canny edge detector ,a pixel is labeled as an edge if its gradient magnitude is lar-ger than those of pixels at both sides in the gradient direction .T he defining edges in this manner causing some obvious missing edges are analyzed .Combined with Harris algorithm ,an improved Canny scheme is then proposed to detect the connected edges and improve the detection accuracy .The experiments show that the edges detected by the improved algorithm are more successive and the detecting results are more accurate .