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#define TEAGN_ENABLE_STDOUT_LOG
#include <TePDIExamplesBase.hpp>
#include <TeAgnostic.h>
#include <TePDIUtils.hpp>
#include <TePDIParallelSegmenter.hpp>
#include <TePDIBaatz.hpp>
#include <TeProgress.h>
#include <TeStdIOProgress.h>
void RegionGrowing_Strategy_pattern1_test()
{
// Input data
TePDITypes::TePDIRasterPtrType input_image_ptr( new TeRaster(
std::string( TEPDIEXAMPLESRESPATH "pattern1.tif" ), 'r' ) );
TEAGN_TRUE_OR_THROW( input_image_ptr->init(), "Unable to init inRaster" );
std::vector< unsigned int > input_channels;
input_channels.push_back( 0 );
TeRasterParams outputImageParams;
outputImageParams.nBands( 1 );
outputImageParams.setNLinesNColumns( 1, 1 );
outputImageParams.setDataType( TeUNSIGNEDLONG, -1 );
TePDITypes::TePDIRasterPtrType output_image_ptr;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outputImageParams,
output_image_ptr ), "RAM Raster Alloc error" );
// Creating segmenter startegy specific parameters
// TePDIParaSegRegGrowStrategy
TePDIParameters strategy_params;
strategy_params.SetParameter( "euc_treshold", (double)1 );
strategy_params.SetParameter( "area_min", (int)5 );
// Creating segmenter parameters
TePDIParameters segmenterParams;
segmenterParams.SetParameter( "input_image_ptr", input_image_ptr );
segmenterParams.SetParameter( "input_channels", input_channels );
segmenterParams.SetParameter( "strategy_name",
std::string( "RegionGrowing") );
segmenterParams.SetParameter( "output_image_ptr", output_image_ptr );
segmenterParams.SetParameter( "strategy_params", strategy_params );
segmenterParams.SetParameter( "max_seg_threads", (unsigned int)0 );
segmenterParams.SetParameter( "max_block_size", (unsigned int)128 );
//segmenterParams.SetParameter( "merge_adjacent_blocks", (bool)false );
// Running segmenter
TePDIParallelSegmenter segmenter;
TEAGN_TRUE_OR_THROW( segmenter.Apply( segmenterParams ), "Apply error" );
// Saving result to disk
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff( output_image_ptr,
TEPDIEXAMPLESBINPATH "TePDIParallelSegmenter_RG_pattern1_test.tif" ),
"GeoTIF generation error" );
}
void RegionGrowing_Strategy_test()
{
// Input data
TePDITypes::TePDIRasterPtrType input_image_ptr( new TeRaster(
std::string( TEPDIEXAMPLESRESPATH "cbers2b_rgb342_crop.tif" ), 'r' ) );
TEAGN_TRUE_OR_THROW( input_image_ptr->init(), "Unable to init inRaster" );
std::vector< unsigned int > input_channels;
input_channels.push_back( 0 );
input_channels.push_back( 1 );
input_channels.push_back( 2 );
TeRasterParams outputImageParams;
outputImageParams.nBands( 1 );
outputImageParams.setNLinesNColumns( 1, 1 );
outputImageParams.setDataType( TeUNSIGNEDLONG, -1 );
TePDITypes::TePDIRasterPtrType output_image_ptr;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outputImageParams,
output_image_ptr ), "RAM Raster Alloc error" );
// Creating segmenter startegy specific parameters
// TePDIParaSegRegGrowStrategy
TePDIParameters strategy_params;
strategy_params.SetParameter( "euc_treshold", (double)20 );
strategy_params.SetParameter( "area_min", (int)5 );
// Creating segmenter parameters
TePDIParameters segmenterParams;
segmenterParams.SetParameter( "input_image_ptr", input_image_ptr );
segmenterParams.SetParameter( "input_channels", input_channels );
segmenterParams.SetParameter( "strategy_name",
std::string( "RegionGrowing") );
segmenterParams.SetParameter( "output_image_ptr", output_image_ptr );
segmenterParams.SetParameter( "strategy_params", strategy_params );
//segmenterParams.SetParameter( "max_seg_threads", (unsigned int)1 );
//segmenterParams.SetParameter( "max_block_size", (unsigned int)100 );
//segmenterParams.SetParameter( "merge_adjacent_blocks", (bool)false );
// Running segmenter
TePDIParallelSegmenter segmenter;
TEAGN_TRUE_OR_THROW( segmenter.Apply( segmenterParams ), "Apply error" );
// Saving result to disk
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff( output_image_ptr,
TEPDIEXAMPLESBINPATH "TePDIParallelSegmenter_RG_test.tif" ),
"GeoTIF generation error" );
}
void Baatz_Strategy_test()
{
// Input data
TePDITypes::TePDIRasterPtrType input_image_ptr( new TeRaster(
std::string( TEPDIEXAMPLESRESPATH "cbers2b_rgb342_crop.tif" ), 'r' ) );
TEAGN_TRUE_OR_THROW( input_image_ptr->init(), "Unable to init inRaster" );
std::vector< unsigned int > input_channels;
input_channels.push_back( 0 );
input_channels.push_back( 1 );
input_channels.push_back( 2 );
TeRasterParams outputImageParams;
outputImageParams.nBands( 1 );
outputImageParams.setNLinesNColumns( 1, 1 );
outputImageParams.setDataType( TeUNSIGNEDLONG, -1 );
TePDITypes::TePDIRasterPtrType output_image_ptr;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outputImageParams,
output_image_ptr ), "RAM Raster Alloc error" );
// Creating segmenter startegy specific parameters
// TePDIParaSegBaatzStrategy
TePDIParameters strategy_params;
strategy_params.SetParameter( "scale", (float)20 );
strategy_params.SetParameter( "compactness", (float)0.5 );
strategy_params.SetParameter( "color", (float)0.5 );
strategy_params.SetParameter( "euc_treshold", (double)20 );
std::vector<float> input_weights;
input_weights.push_back( (float) 0.33 );
input_weights.push_back( (float) 0.33 );
input_weights.push_back( (float) 0.33 );
strategy_params.SetParameter( "input_weights", input_weights );
// Creating segmenter parameters
TePDIParameters segmenterParams;
segmenterParams.SetParameter( "input_image_ptr", input_image_ptr );
segmenterParams.SetParameter( "input_channels", input_channels );
segmenterParams.SetParameter( "strategy_name",
std::string( "Baatz") );
segmenterParams.SetParameter( "output_image_ptr", output_image_ptr );
segmenterParams.SetParameter( "strategy_params", strategy_params );
//segmenterParams.SetParameter( "max_seg_threads", (unsigned int)0 );
//segmenterParams.SetParameter( "max_block_size", (unsigned int)100 );
//segmenterParams.SetParameter( "merge_adjacent_blocks", (bool)false );
// Running segmenter
TePDIParallelSegmenter segmenter;
TEAGN_TRUE_OR_THROW( segmenter.Apply( segmenterParams ), "Apply error" );
// Saving result to disk
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff( output_image_ptr,
TEPDIEXAMPLESBINPATH "TePDIParallelSegmenter_Baatz_test.tif" ),
"GeoTIF generation error" );
}
int main()
{
TEAGN_LOGMSG( "Test started." );
TeStdIOProgress pi;
TeProgress::setProgressInterf( dynamic_cast< TeProgressBase* >( &pi ) );
RegionGrowing_Strategy_pattern1_test();
Baatz_Strategy_test();
RegionGrowing_Strategy_test();
TEAGN_LOGMSG( "Test OK." );
return EXIT_SUCCESS;
}
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