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图像开运算

2015-12-19 11:53 405 查看
开运算是先腐蚀后膨胀的过程,它能去除孤点、毛刺和小桥(连接两区域的小点),消除小物体、平滑大物体的边界,并且不明显改变面积。

开运算公式如下:



#include"cv.h"
#include "highgui.h"

void erode(CvMat *src, CvMat *dst);
void dilate(CvMat *src, CvMat *dst);
void open(CvMat *src, CvMat *dst);

int main()
{
IplImage *src = cvLoadImage("linzhilin.jpg",1);

const int width = src->width;
const int height = src->height;

CvMat* gray = cvCreateMat(height, width, CV_8UC1);
CvMat* openImg = cvCreateMat(height, width, CV_8UC1);

cvCvtColor(src, gray, CV_BGR2GRAY);
cvThreshold(gray, gray, 1, 255, CV_THRESH_OTSU);
open(gray, openImg);

cvShowImage("SRC", src);
cvShowImage("BINARY IMAGE", gray);
cvShowImage("OPEN", openImg);

cvWaitKey(0);

cvSaveImage("binImg.bmp", gray);
cvSaveImage("open.bmp", openImg);

cvReleaseMat(&gray);
cvReleaseMat(&openImg);

return 0;
}

void erode(CvMat *src, CvMat *dst)
{
const int WIDTH = src->width;
const int HEIGHT = src->height;

memcpy(dst->data.ptr, src->data.ptr, WIDTH*HEIGHT);
uchar* srcData = (uchar*)(src->data.ptr);

for(int j = 0;  j < HEIGHT - 1;  j ++)
{
uchar* dstData = (uchar*)(dst->data.ptr + j * dst->step);
for(int i = 0; i < WIDTH - 1; i ++)
{
bool found = false;
dstData[i] = 255;
for(int m = 0; m < 3; m ++)
{
if(found)
break;
for(int n = 0; n < 3; n ++)
{
if((srcData + (j + m - 1) * src->step)[i + n - 1] == 0)
{
dstData[i] = 0;
found = true;
break;
}
}
}
}
}
}

void dilate(CvMat *src, CvMat *dst)
{
const int WIDTH = src->width;
const int HEIGHT = src->height;

memcpy(dst->data.ptr, src->data.ptr, WIDTH*HEIGHT);
uchar* srcData = (uchar*)(src->data.ptr);

for(int j = 0;  j < HEIGHT - 1;  j ++)
{
uchar* dstData = (uchar*)(dst->data.ptr + j * dst->step);
for(int i = 0; i < WIDTH - 1; i ++)
{
bool found = false;
dstData[i] = 0;
for(int m = 0; m < 3; m ++)
{
if(found)
break;
for(int n = 0; n < 3; n ++)
{
if((srcData + (j + m - 1) * src->step)[i + n - 1] == 255)
{
dstData[i] = 255;
found = true;
break;
}
}
}
}
}
}
void open(CvMat *src, CvMat *dst)
{
CvMat *openImg = cvCloneMat(src);
erode(src, dst);
dilate(dst, openImg);
cvCopy(openImg, dst);
cvReleaseMat(&openImg);
}


源图,二值图和开运算图如下所示:





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