#include #include #include #include #include #include #include #include #include #include #include #include // ------------------------------------------------------------------------- const unsigned int Dim = 3; typedef short TPixel; typedef double TScalar; typedef itk::Image< TPixel, Dim > TImage; typedef itk::Image< TScalar, Dim > TDistanceMap; typedef itk::ImageToVTKImageFilter< TImage > TVTKImage; typedef itk::ImageFileReader< TImage > TImageReader; typedef itk::ImageFileWriter< TImage > TImageWriter; typedef itk::ImageFileWriter< TDistanceMap > TDistanceMapWriter; typedef fpa::Image::RegionGrowWithMultipleThresholds< TImage > TSegmentor; typedef itk::DanielssonDistanceMapImageFilter< TImage, TDistanceMap > TDistanceFilter; typedef fpa::VTK::ImageMPR TMPR; typedef fpa::VTK::Image3DObserver< TSegmentor, vtkRenderWindow > TSegmentorObs; // ------------------------------------------------------------------------- int main( int argc, char* argv[] ) { if( argc < 7 ) { std::cerr << "Usage: " << argv[ 0 ] << " input_image thr_0 thr_1 step" << " output_segmentation output_distancemap" << " visual_debug" << std::endl; return( 1 ); } // fi std::string input_image_fn = argv[ 1 ]; TPixel thr_0 = TPixel( std::atof( argv[ 2 ] ) ); TPixel thr_1 = TPixel( std::atof( argv[ 3 ] ) ); unsigned int step = std::atoi( argv[ 4 ] ); std::string output_segmentation_fn = argv[ 5 ]; std::string output_distancemap_fn = argv[ 6 ]; bool visual_debug = false; if( argc > 7 ) visual_debug = ( std::atoi( argv[ 7 ] ) == 1 ); // Read image TImageReader::Pointer input_image_reader = TImageReader::New( ); input_image_reader->SetFileName( input_image_fn ); try { input_image_reader->Update( ); } catch( itk::ExceptionObject& err ) { std::cerr << "Error caught: " << err << std::endl; return( 1 ); } // yrt TImage::ConstPointer input_image = input_image_reader->GetOutput( ); // Show image TVTKImage::Pointer vtk_image = TVTKImage::New( ); vtk_image->SetInput( input_image ); vtk_image->Update( ); TMPR view; view.SetBackground( 0.3, 0.2, 0.8 ); view.SetSize( 800, 800 ); view.SetImage( vtk_image->GetOutput( ) ); // Wait for a seed to be given while( view.GetNumberOfSeeds( ) == 0 ) view.Start( ); // Get seed from user double seed[ 3 ]; view.GetSeed( 0, seed ); TImage::PointType seed_pnt; seed_pnt[ 0 ] = seed[ 0 ]; seed_pnt[ 1 ] = seed[ 1 ]; seed_pnt[ 2 ] = seed[ 2 ]; TImage::IndexType seed_idx; input_image->TransformPhysicalPointToIndex( seed_pnt, seed_idx ); // Segment input image TSegmentor::Pointer segmentor = TSegmentor::New( ); segmentor->AddThresholds( thr_0, thr_1, step ); segmentor->AddSeed( seed_idx, 0 ); segmentor->SetInput( input_image ); segmentor->SetNeighborhoodOrder( 1 ); segmentor->SetDifferenceThreshold( double( 3 ) ); segmentor->SetInsideValue( TPixel( 0 ) ); // WARNING: This is to optimize segmentor->SetOutsideValue( TPixel( 1 ) ); // distance map calculation if( visual_debug ) { // Configure observer TSegmentorObs::Pointer obs = TSegmentorObs::New( ); obs->SetImage( input_image, view.GetWindow( ) ); segmentor->AddObserver( itk::AnyEvent( ), obs ); segmentor->ThrowEventsOn( ); } else segmentor->ThrowEventsOff( ); std::clock_t start = std::clock( ); segmentor->Update( ); std::clock_t end = std::clock( ); double seconds = double( end - start ) / double( CLOCKS_PER_SEC ); std::cout << "Segmentation time = " << seconds << std::endl; // Extract distance map TDistanceFilter::Pointer distanceMap = TDistanceFilter::New( ); distanceMap->SetInput( segmentor->GetOutput( ) ); distanceMap->InputIsBinaryOn( ); distanceMap->SquaredDistanceOn( ); start = std::clock( ); distanceMap->Update( ); end = std::clock( ); seconds = double( end - start ) / double( CLOCKS_PER_SEC ); std::cout << "Distance map time = " << seconds << std::endl; std::cout << "Final seed: " << seed_idx << std::endl; TDistanceMapWriter::Pointer distancemap_writer = TDistanceMapWriter::New( ); distancemap_writer->SetInput( distanceMap->GetOutput( ) ); distancemap_writer->SetFileName( output_distancemap_fn ); distancemap_writer->Update( ); TImageWriter::Pointer segmentation_writer = TImageWriter::New( ); segmentation_writer->SetInput( segmentor->GetOutput( ) ); segmentation_writer->SetFileName( output_segmentation_fn ); segmentation_writer->Update( ); // Show result /* TVTKImage::Pointer output_image_vtk = TVTKImage::New( ); output_image_vtk->SetInput( segmentor->GetOutput( ) ); output_image_vtk->Update( ); vtkSmartPointer< vtkImageMarchingCubes > mc = vtkSmartPointer< vtkImageMarchingCubes >::New( ); mc->SetInputData( output_image_vtk->GetOutput( ) ); mc->SetValue( 0, double( segmentor->GetInsideValue( ) ) * double( 0.95 ) ); mc->Update( ); // Let some interaction and close program view.AddPolyData( mc->GetOutput( ), 0.1, 0.6, 0.8, 0.5 ); view.Start( ); // Write resulting image TImageWriter::Pointer output_image_writer = TImageWriter::New( ); output_image_writer->SetInput( segmentor->GetOutput( ) ); output_image_writer->SetFileName( output_image_fn ); try { output_image_writer->Update( ); } catch( itk::ExceptionObject& err ) { std::cerr << "Error caught: " << err << std::endl; return( 1 ); } // yrt */ return( 0 ); } // eof - $RCSfile$