Difference in output of same c++ and Java function in OpenCV
I was implementing this tutorial in Java
and wrote the "getPsnr" function but the results I get are not same
C++ version from the tutorial
double getPSNR(const Mat& I1, const Mat& I2)
{
Mat s1;
absdiff(I1, I2, s1); // |I1 - I2|
s1.convertTo(s1, CV_32F); // cannot make a square on 8 bits
s1 = s1.mul(s1); // |I1 - I2|^2
Scalar s = sum(s1); // sum elements per channel
double sse = s.val[0] + s.val[1] + s.val[2]; // sum channels
cout<<sse<<"\n";
if( sse <= 1e-10) // for small values return zero
return 0;
else
{
double mse = sse / (double)(I1.channels() * I1.total());
double psnr = 10.0 * log10((255 * 255) / mse);
return psnr;
}
}
Here is the Java version that I have written
double getPSNR(Mat I1, Mat I2){
Mat s1 = new Mat();
Core.absdiff(I1, I2, s1);
s1.convertTo(s1,CvType.CV_32F);
s1 = s1.mul(s1);
Scalar s = Core.sumElems(s1);
double sse = s.val[0] + s.val[1] + s.val[2];
System.out.println(sse);
if(sse<=1e-10){
return 0;
}
else {
double mse = sse / (double)(I1.channels()*I1.total());
double psnr = 10.0 * Math.log10(255*255/mse);
return psnr;
}
}
Even the sse values differ in C++ version for the first frame it is 5523678.000 whereas for the java version it comes out to be 4056725.0