我正在使用Win 7,64,MS2012(C ++)和OpenCV 2.4.11
我编写种子区域增长算法,但我不知道为什么结果不合适。
目标是用SRG算法提取图像的胸肌(左角)。
输入图片:
这是我的代码(主要功能)
img = imread("C:/Users/Zimabi/Downloads/region_growing/jhgray.jpg",0);
Mat J1 = Mat::zeros(img.rows,img.cols,CV_8UC1);
int x=15,y=15;
int reg_mean = img.at<uchar>(x,y);
int reg_size = 1;
int neg_pos = 0;
Mat neg_list = Mat::zeros(img.cols*img.rows,3,CV_8UC1);
double pixdist = 0, reg_maxdist = 0.1;
int xn = 0,yn = 0;
Mat neigb = Mat::zeros(4,2,CV_8UC1);
int nei1 [4] = {-1,1,0,0};
int nei2 [4] = {0,0,-1,1};
while ((pixdist < reg_maxdist) && (reg_size < img.cols*img.rows))
{
int inx,min1=1000;
for (int r = 0; r < 4; r++)
{
xn = x + nei1[r] ;
yn = y + nei2[r];
bool ins=(xn>=1)&&(yn>=1)&&(xn<=img.rows)&&(yn<= img.cols);
if (ins && (J1.at<uchar>(xn,yn) == 0))
{
neg_pos = neg_pos+1;
neg_list.at<uchar>(neg_pos,0) = xn;
neg_list.at<uchar>(neg_pos,1) = yn;
neg_list.at<uchar>(neg_pos,2) = img.at<uchar>(xn,yn);
J1.at<uchar>(xn,yn)=255;
}
}
Mat x1 = Mat::zeros(neg_pos,1,CV_8UC1);
for (int i3 = 0; i3 <neg_pos ; i3++)
{
x1.at<uchar>(i3,0) = abs(neg_list.at<uchar>(i3,2) - reg_mean);
if (x1.at<uchar>(i3,0)<min1)
{
min1 = x1.at<uchar>(i3,0);
inx = i3;
}
}
pixdist = min1;
J1.at<uchar>(x,y)=255;
reg_size=reg_size+1;
reg_mean= (reg_mean*reg_size + neg_list.at<uchar> (inx,2))/(reg_size+1);
x = neg_list.at<uchar>(inx,0);
y = neg_list.at<uchar>(inx,1);
neg_list.at<uchar>(inx,0) = neg_list.at<uchar>(neg_pos,0);
neg_list.at<uchar>(inx,1) = neg_list.at<uchar>(neg_pos,1);
neg_list.at<uchar>(inx,2) = neg_list.at<uchar>(neg_pos,2);
neg_pos=neg_pos-1;
}
imshow("J",J1);
waitKey(0);
return 0;
此致