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OpenCV计算连通区域数目与最大连通区域并标示出

2014-11-04 17:18 603 查看
#include <stdio.h>
#include <cv.h>
#include <highgui.h>

#pragma comment(lib, "cv.lib")

#pragma comment(lib, "cxcore.lib")
#pragma comment(lib, "highgui.lib")

int main(
int argc, char** argv )
{
IplImage* src = cvLoadImage(".\\wind.png", CV_LOAD_IMAGE_GRAYSCALE);

IplImage* dst = cvCreateImage(cvGetSize(src), 8, 3);
CvMemStorage* storage = cvCreateMemStorage(0);
CvSeq* contour = 0;
cvThreshold(src, src,120, 255, CV_THRESH_BINARY);
// 二值化
cvNamedWindow("Source", 1);
cvShowImage("Source", src);
// 提取轮廓
int contour_num = cvFindContours(src, storage, &contour,
sizeof(CvContour), CV_RETR_CCOMP, CV_CHAIN_APPROX_SIMPLE);

cvZero(dst); // 清空数组
CvSeq *_contour = contour;
double maxarea = 0;
double minarea = 100;
int m = 0;
for( ; contour != 0; contour = contour->h_next )

{

double tmparea = fabs(cvContourArea(contour));

if(tmparea < minarea)
{
cvSeqRemove(contour, 0); // 删除面积小于设定值的轮廓

continue;
}
CvRect aRect = cvBoundingRect( contour, 0 );
if ((aRect.width/aRect.height)<1)
{
cvSeqRemove(contour, 0); //删除宽高比例小于设定值的轮廓

continue;
}
if(tmparea > maxarea)
{
maxarea = tmparea;
}
m++;
// 创建一个色彩值
CvScalar color = CV_RGB( 0, 255, 255 );

//max_level 绘制轮廓的最大等级。如果等级为0,绘制单独的轮廓。如果为1,绘制轮廓及在其后的相同的级别下轮廓

//如果值为2,所有的轮廓。如果等级为2,绘制所有同级轮廓及所有低一级轮廓,诸此种种

//如果值为负数,函数不绘制同级轮廓,但会升序绘制直到级别为abs(max_level)-1的子轮廓

cvDrawContours(dst, contour, color, color, -1, 1, 8);
//绘制外部和内部的轮廓
}
contour = _contour;
int count = 0;
for(; contour != 0; contour = contour->h_next)

{
count++;
double tmparea = fabs(cvContourArea(contour));

if (tmparea == maxarea)
{
CvScalar color = CV_RGB( 255, 0, 0);
cvDrawContours(dst, contour, color, color, -1, 1, 8);
}
}
printf("The total number of contours is:%d", count);

cvNamedWindow("Components", 1);
cvShowImage("Components", dst);
cvWaitKey(0);
cvDestroyWindow("Source");
cvReleaseImage(&src);
cvDestroyWindow("Components");
cvReleaseImage(&dst);

return 0;
}

#include <stdio.h>
#include <cv.h>
#include <highgui.h>

#pragma comment(lib, "cv.lib")
#pragma comment(lib, "cxcore.lib")
#pragma comment(lib, "highgui.lib")

int main( int argc, char** argv )
{
IplImage* src = cvLoadImage(".\\wind.png", CV_LOAD_IMAGE_GRAYSCALE);
IplImage* dst = cvCreateImage(cvGetSize(src), 8, 3);
CvMemStorage* storage = cvCreateMemStorage(0);
CvSeq* contour = 0;
cvThreshold(src, src,120, 255, CV_THRESH_BINARY);	// 二值化
cvNamedWindow("Source", 1);
cvShowImage("Source", src);
// 提取轮廓
int contour_num = cvFindContours(src, storage, &contour, sizeof(CvContour), CV_RETR_CCOMP, CV_CHAIN_APPROX_SIMPLE);
cvZero(dst);		// 清空数组
CvSeq *_contour = contour;
double maxarea = 0;
double minarea = 100;
int m = 0;
for( ; contour != 0; contour = contour->h_next )
{

double tmparea = fabs(cvContourArea(contour));
if(tmparea < minarea)
{
cvSeqRemove(contour, 0); // 删除面积小于设定值的轮廓
continue;
}
CvRect aRect = cvBoundingRect( contour, 0 );
if ((aRect.width/aRect.height)<1)
{
cvSeqRemove(contour, 0); //删除宽高比例小于设定值的轮廓
continue;
}
if(tmparea > maxarea)
{
maxarea = tmparea;
}
m++;
// 创建一个色彩值
CvScalar color = CV_RGB( 0, 255, 255 );

//max_level 绘制轮廓的最大等级。如果等级为0,绘制单独的轮廓。如果为1,绘制轮廓及在其后的相同的级别下轮廓
//如果值为2,所有的轮廓。如果等级为2,绘制所有同级轮廓及所有低一级轮廓,诸此种种
//如果值为负数,函数不绘制同级轮廓,但会升序绘制直到级别为abs(max_level)-1的子轮廓
cvDrawContours(dst, contour, color, color, -1, 1, 8);	//绘制外部和内部的轮廓
}
contour = _contour;
int count = 0;
for(; contour != 0; contour = contour->h_next)
{
count++;
double tmparea = fabs(cvContourArea(contour));
if (tmparea == maxarea)
{
CvScalar color = CV_RGB( 255, 0, 0);
cvDrawContours(dst, contour, color, color, -1, 1, 8);
}
}
printf("The total number of contours is:%d", count);
cvNamedWindow("Components", 1);
cvShowImage("Components", dst);
cvWaitKey(0);
cvDestroyWindow("Source");
cvReleaseImage(&src);
cvDestroyWindow("Components");
cvReleaseImage(&dst);

return 0;
}




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