Smoothing.cpp

Sample code for simple filters

Sample screenshot

Check the corresponding tutorial for more details

#include "opencv2/imgproc.hpp"
#include "opencv2/imgcodecs.hpp"
#include "opencv2/highgui.hpp"

using namespace std;
using namespace cv;

int DELAY_CAPTION = 1500;
int DELAY_BLUR = 100;
int MAX_KERNEL_LENGTH = 31;

Mat src; Mat dst;
char window_name[] = "Smoothing Demo";

int display_caption( const char* caption );
int display_dst( int delay );


int main( void )
{
  namedWindow( window_name, WINDOW_AUTOSIZE );

  src = imread( "../data/lena.jpg", IMREAD_COLOR );

  if( display_caption( "Original Image" ) != 0 ) { return 0; }

  dst = src.clone();
  if( display_dst( DELAY_CAPTION ) != 0 ) { return 0; }


  if( display_caption( "Homogeneous Blur" ) != 0 ) { return 0; }

  for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
      { blur( src, dst, Size( i, i ), Point(-1,-1) );
        if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }

  if( display_caption( "Gaussian Blur" ) != 0 ) { return 0; }

  for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
      { GaussianBlur( src, dst, Size( i, i ), 0, 0 );
        if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }

  if( display_caption( "Median Blur" ) != 0 ) { return 0; }

  for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
      { medianBlur ( src, dst, i );
        if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }

  if( display_caption( "Bilateral Blur" ) != 0 ) { return 0; }

  for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
      { bilateralFilter ( src, dst, i, i*2, i/2 );
        if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }

  display_caption( "End: Press a key!" );

  waitKey(0);

  return 0;
}

int display_caption( const char* caption )
{
  dst = Mat::zeros( src.size(), src.type() );
  putText( dst, caption,
           Point( src.cols/4, src.rows/2),
           FONT_HERSHEY_COMPLEX, 1, Scalar(255, 255, 255) );

  imshow( window_name, dst );
  int c = waitKey( DELAY_CAPTION );
  if( c >= 0 ) { return -1; }
  return 0;
}

int display_dst( int delay )
{
  imshow( window_name, dst );
  int c = waitKey ( delay );
  if( c >= 0 ) { return -1; }
  return 0;
}