I'm trying to calculate the mass center of images using OpenCV and I got errors, as you can see in the images (the mass center must not be to closest of any side in this cases). Also, I got mass centers that depends of the rotation and that's incorrect. I have tried with [official example code](http://docs.opencv.org/2.4/doc/tutorials/imgproc/shapedescriptors/moments/moments.html) and I got the same results
Next, you can see the code, input image and output image. Only the "0" triangle seems to be right.
I tried with different example codes, and the results are the same.
Output image:  Input image: 
Waited results: 
Example code:
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include
#include
#include
using namespace cv;
using namespace std;
Mat src; Mat srcGray;
RNG rng(12345);
int main(int argc, char **argv)
{
// Load source image and convert it to gray
src = imread(argv[1], 1);
// Convert image to gray and blur it
cvtColor(src, srcGray, CV_BGR2GRAY);
blur(srcGray, srcGray, Size(3, 3));
Mat srcThresh;
double otsu;
otsu = threshold(srcGray, srcThresh, 0, 255, CV_THRESH_BINARY | CV_THRESH_OTSU);
Mat cannyOut;
Canny(srcGray, cannyOut, otsu, otsu * 1 / 2, 3, 1);
// Find contours
vector> contours;
vector hierarchy;
findContours(cannyOut, contours, hierarchy, CV_RETR_EXTERNAL, CV_CHAIN_APPROX_SIMPLE, Point(0, 0));
// Get the moments
vector mu(contours.size());
for (int i = 0; i < contours.size(); i++)
{
mu[i] = moments(contours[i], false);
}
// Get the mass centers:
vector mc(contours.size());
for (int i = 0; i < contours.size(); i++)
{
mc[i] = Point2f(mu[i].m10 / mu[i].m00, mu[i].m01 / mu[i].m00);
}
// Draw contours
Mat drawing = Mat::zeros(cannyOut.size(), CV_8UC3);
string sObjectNumber; // string which will contain the result
ostringstream sContourNumber; // stream used for the conversion
for (int i = 0; i< contours.size(); i++)
{
// drawing.setTo(Scalar(0.0,0.0,0.0));
sContourNumber << i;
sObjectNumber = sContourNumber.str(); // Convert int to string
Point pCoordinates(mc[i].x + 3, mc[i].y - 3); // Text's coordinates (A little bit off from mass center)
Scalar color = Scalar(rng.uniform(0, 255), rng.uniform(0, 255), rng.uniform(0, 255));
drawContours(drawing, contours, i, color, 2, 8, hierarchy, 0, Point());
circle(drawing, mc[i], 4, color, -1, 8, 0); // Draw mass center
putText(drawing, sObjectNumber, pCoordinates, CV_FONT_HERSHEY_COMPLEX, 1, color, 2, 8); // Write object number
sContourNumber.str(""); // Clear string
sContourNumber.clear(); // Clear any error flags
// imshow("Contours", drawing);
// waitKey();
}
double hu[7];
for (int i = 0; i < contours.size(); i++)
{
cout << "Contour: " << i << " Area: " << contourArea(contours[i]) << " Length: " << arcLength(contours[i], true) << "\n";
for (int j = 0; j < 7; j++)
{
HuMoments(mu[i], hu);
cout << "Contour: " << i << " Hu: " << j << " Result: " << hu[j] << "\n";
}
cout << "\n";
}
imshow("Contours", drawing);
waitKey(0);
return(0);
}
Can somebody helpme?
Very thanks for all!
Diego
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