信阳师范学院学报(自然科学版)
信暘師範學院學報(自然科學版)
신양사범학원학보(자연과학판)
JOURNAL OF XINYANG NORMAL UNIVERSITY(NATURAL SCIENCE EDITION)
2014年
1期
135-138
,共4页
图像处理%尺寸测量%边缘定位%亚像素
圖像處理%呎吋測量%邊緣定位%亞像素
도상처리%척촌측량%변연정위%아상소
image processing%size measurement%edge location%sub-pixel
为了进一步提高图像的定位精度,设计了一种基于插值理论的精确定位细分算法.通过多尺度小波变换与三次样条插值相结合,实现了亚像素级的测量.基于多尺度边缘检测的小波边缘检测方法,既能对边缘进行准确定位,又可以有效去除噪声干扰,提高边缘检测的稳定性和准确性.三次样条插值函数是分段插值函数,算法复杂度低、段与段之间连接处平滑、具有快速收敛性和稳定性.将上述两种融合的边缘定位算法,可以对图像进行精确检测和测量,其精度达到0.001个像素.
為瞭進一步提高圖像的定位精度,設計瞭一種基于插值理論的精確定位細分算法.通過多呎度小波變換與三次樣條插值相結閤,實現瞭亞像素級的測量.基于多呎度邊緣檢測的小波邊緣檢測方法,既能對邊緣進行準確定位,又可以有效去除譟聲榦擾,提高邊緣檢測的穩定性和準確性.三次樣條插值函數是分段插值函數,算法複雜度低、段與段之間連接處平滑、具有快速收斂性和穩定性.將上述兩種融閤的邊緣定位算法,可以對圖像進行精確檢測和測量,其精度達到0.001箇像素.
위료진일보제고도상적정위정도,설계료일충기우삽치이론적정학정위세분산법.통과다척도소파변환여삼차양조삽치상결합,실현료아상소급적측량.기우다척도변연검측적소파변연검측방법,기능대변연진행준학정위,우가이유효거제조성간우,제고변연검측적은정성화준학성.삼차양조삽치함수시분단삽치함수,산법복잡도저、단여단지간련접처평활、구유쾌속수렴성화은정성.장상술량충융합적변연정위산법,가이대도상진행정학검측화측량,기정도체도0.001개상소.
To improve the location accuracy of the image further , a precise location subdivision algorithm based on the interpolation theory was designed .A sub-pixel level measurement is achieved through multi-scale wavelet transform combining with cubic spline interpolation .It can not only accurately locate the edge , but also effectively remove the noise and improve the stability and accuracy of edge detection according to the wavelet edge detection methods of multi -scale edge detection .Here, the cubic spline interpolation function is a piecewise interpolation function , algorithm com-plexity is low, the connection between paragraphs is smooth with fast convergence and stability .The two fused edges location algorithm mentioned above can accurately detect the image with the accuracy of 0.001 pixels.