remap irregular to regular grid

asked 2013-08-23 07:52:18 -0600

xyfix gravatar image

updated 2013-08-24 18:09:35 -0600

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;
       }
   }
}
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Comments

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.

xyfix gravatar imagexyfix ( 2013-08-25 08:20:13 -0600 )edit