remap irregular to regular grid
hi there,
I'm using the remap function to map a irregular grid( 650 xyz-coordinates ) to a regular one ( 160x160 points from -5....5 step 1/160) but I can't seem to get it working. By the way the interpolation that I use is bicubic. Can someone please tell me if it's even possible to do it like this? thanks in advance.
using namespace cv;
using namespace POINTS;
std::ofstream file;
Mat src(400,3,CV_32F);
Mat dst(160,160,CV_32F);
Mat map_x;
Mat map_y;
int ind = 0;
Mat matx( 400, 1, CV_32F, &pointsx );
Mat maty( 400, 1, CV_32F, &pointsy );
Mat matz( 400, 1, CV_32F, &pointsz );
void matrixDump( const Mat* mat );
void createMatrix( Mat* mat );
int main()
{
hconcat( matx, maty, matx );
hconcat( matx, matz, src );
dst.create( 160,160, src.type());
map_x.create( 160,160, CV_32FC1 );
map_y.create( 160, 160, CV_32FC1 );
createMatrix( &map_x );
createMatrix( &map_y );
Mat T = map_y.t();
remap( src, dst, map_x, T, CV_INTER_CUBIC, BORDER_CONSTANT, Scalar(0, 0, 0) );
return 0;
}
void matrixDump( const Mat* mat )
{
file.open("interpolation.txt");
for( int i=0; i<mat->rows ; i++ )
{
for( int j=0; j<mat->cols;j++)
{
file << mat->at<float>(i,j) << " " ;
}
file << std::endl;
}
file.close();
}
void createMatrix( Mat* mat )
{
for( int i=0; i<mat->rows; i++)
{
for( int j=0; j<mat->cols; j++ )
{
float value = -1. + (j*2./(mat->rows-1));
mat->at<float>(i,j) = 5. * value;
}
}
}
I got this code to work but the result is not even close to what I expected. Can the remap function handle the irregular grid and map it to a regular one, like I'm trying to? I actually want an equivalent for Matlab's griddata.