使用Chamfer匹配opencv获取通信

时间:2015-02-28 19:00:15

标签: c++ opencv template-matching

我正在使用倒角匹配来匹配模板和参考图像。我正在使用OpenCV'r chamermatching()方法。我得到了匹配的分数,但我怎样才能得到这些信件?换句话说,对应于每个成本,我如何获得模板点参考图像点对应?提前谢谢!

我使用以下代码:

int main( int argc, const char** argv )
{

Mat img = imread(argv[1], 0);
Mat tpl = imread(argv[2], 0);
GaussianBlur(img, img, cv::Size(3, 3), 4.0);
GaussianBlur(tpl, tpl, cv::Size(3, 3), 4.0);
imshow("Image", img);
imshow("Template", tpl);

if (img.empty() || tpl.empty())
{
    cout << "Could not read image files";
    return -1;
}
Mat cimg;
cvtColor(img, cimg, COLOR_GRAY2BGR);

// if the image and the template are not edge maps but normal grayscale images,
// you might want to uncomment the lines below to produce the maps. You can also
// run Sobel instead of Canny.

// Canny(img, img, 5, 50, 3);
// Canny(tpl, tpl, 5, 50, 3);

vector<vector<Point> > results;
vector<float> costs;
int best = chamerMatching( img, tpl, results, costs );
if( best < 0 )
{
    cout << "matching not found" << endl;
    return -1;
}

cout << results.size() << endl;
size_t i, n = results[best].size();
for( i = 0; i < n; i++ )
{
    Point pt = results[best][i];
    if( pt.inside(Rect(0, 0, cimg.cols, cimg.rows)) )
       cimg.at<Vec3b>(pt) = Vec3b(0, 255, 0);
}

imshow("result", cimg);

float total_cost = 0.0;
for(int i=0;i<costs.size();i++)
    total_cost += costs[i];

cout << total_cost << "\n";


waitKey();

return 0;

}

0 个答案:

没有答案