If I take 2 binary images (pixel values 0 or 255) and compare them with compare/countNonZero and then with two nested loops I don't get same "score".
So first I use this code:
compare(mat1, mat2, mat_tmp, CMP_EQ);
score = countNonZero(mat_tmp);
and then this:
for (int x = 0; x < mat1.cols; ++x)
{
for (int y = 0; y < mat2.rows; ++y)
{
Scalar s1 = mat1.at<uchar>(y,x);
Scalar s2 = mat2.at<uchar>(y,x);
score += (s1.val[0]/255)*(s2.val[0]/255);
}
}
the score values are significantly different (e.g. compare/countNonZero score=206 814 and for nested loops is 1022).
Shouldn't it be same? Why is it so? Have I misunderstood something?