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#define TEAGN_ENABLE_STDOUT_LOG
#include <TePDIExamplesBase.hpp>
#include <TePDIMallatWavelets.hpp>
#include <TePDIWaveletAtrous.hpp>
#include <TeAgnostic.h>
#include <TePDIUtils.hpp>
#include <TeInitRasterDecoders.h>
#include <TeProgress.h>
#include <TeStdIOProgress.h>
void Mallat_low_low_swap_test()
{
/* Building rasters */
TePDITypes::TePDIRasterPtrType inRaster( new TeRaster(
std::string( TEPDIEXAMPLESRESPATH "cbers_b2_crop.tif" ), 'r' ) );
TEAGN_TRUE_OR_THROW( inRaster->init(), "Unable to init inRaster" );
TePDITypes::TePDIRasterPtrType outRaster;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outRaster, 1, 1, 1, false,
TeDOUBLE, 0 ), "RAM Raster Alloc error" );
TePDITypes::TePDIRasterPtrType lowlow;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( lowlow, 1, 1, 1, false,
TeDOUBLE, 0 ), "Unable to create temporary low-low raster" );
/* Building filters - Reference coef 07 */
std::vector< double > a_filter_l;
a_filter_l.push_back( -0.05 );
a_filter_l.push_back( 0.25 );
a_filter_l.push_back( 0.6 );
a_filter_l.push_back( 0.25 );
a_filter_l.push_back( -0.05 );
std::vector< double > a_filter_h;
a_filter_h.push_back( 0.0107143 );
a_filter_h.push_back( -0.0535714 );
a_filter_h.push_back( -0.2607143 );
a_filter_h.push_back( 0.6071429 );
a_filter_h.push_back( -0.2607143 );
a_filter_h.push_back( -0.0535714 );
a_filter_h.push_back( 0.0107143 );
std::vector< double > s_filter_l;
s_filter_l.push_back( -0.0107143 );
s_filter_l.push_back( -0.0535714 );
s_filter_l.push_back( 0.2607143 );
s_filter_l.push_back( 0.6071429 );
s_filter_l.push_back( 0.2607143 );
s_filter_l.push_back( -0.0535714 );
s_filter_l.push_back( -0.0107143 );
std::vector< double > s_filter_h;
s_filter_h.push_back( -0.05 );
s_filter_h.push_back( -0.25 );
s_filter_h.push_back( 0.6 );
s_filter_h.push_back( -0.25 );
s_filter_h.push_back( -0.05 );
/* Building parameters for the two filters */
TePDIParameters params1;
params1.SetParameter( "wavelets_type", std::string( "mallat" ) );
params1.SetParameter( "filter_task", std::string( "SBExtract" ) );
params1.SetParameter( "input_image", inRaster );
params1.SetParameter( "band", (int)0 );
params1.SetParameter( "a_filter_l", a_filter_l );
params1.SetParameter( "a_filter_h", a_filter_h );
params1.SetParameter( "s_filter_l", s_filter_l );
params1.SetParameter( "s_filter_h", s_filter_h );
params1.SetParameter( "filters_scale", (double)0.71 );
params1.SetParameter( "levels", (int)3 );
params1.SetParameter( "sub_band", lowlow );
params1.SetParameter( "sub_band_index", (int)0 );
TePDIParameters params2;
params2.SetParameter( "wavelets_type", std::string( "mallat" ) );
params2.SetParameter( "filter_task", std::string( "SBSwap" ) );
params2.SetParameter( "input_image", inRaster );
params2.SetParameter( "band", (int)0 );
params2.SetParameter( "output_image", outRaster );
params2.SetParameter( "a_filter_l", a_filter_l );
params2.SetParameter( "a_filter_h", a_filter_h );
params2.SetParameter( "s_filter_l", s_filter_l );
params2.SetParameter( "s_filter_h", s_filter_h );
params2.SetParameter( "filters_scale", (double)0.71 );
params2.SetParameter( "levels", (int)3 );
params2.SetParameter( "sub_band", lowlow );
params2.SetParameter( "sub_band_index", (int)0 );
/* starting filters */
TePDIMallatWavelets filter1;
TEAGN_TRUE_OR_THROW( filter1.Reset( params1 ),
"Invalid Parameters1" );
TEAGN_TRUE_OR_THROW( filter1.Apply(), "Filter1 apply error" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff( lowlow,
TEPDIEXAMPLESBINPATH "Wavelets_Mallat_llswap_test_lowlow.tif" ), "Low-low GeoTIF generation error" );
TePDIMallatWavelets filter2;
TEAGN_TRUE_OR_THROW( filter2.Reset( params2 ),
"Invalid Parameters2" );
TEAGN_TRUE_OR_THROW( filter2.Apply(), "Filter2 apply error" );
TEAGN_TRUE_OR_THROW( ( ( outRaster->params().nlines_ ==
inRaster->params().nlines_ ) && ( outRaster->params().ncols_ ==
inRaster->params().ncols_ ) ), "Invalid output raster dimensions" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff( outRaster,
TEPDIEXAMPLESBINPATH "Wavelets_Mallat_llswap_test_recomposed.tif" ),
"Recomposition GeoTIF generation error" );
}
void Mallat_GetPyramid_and_RecomposePyramid_test()
{
/* Building rasters */
TePDITypes::TePDIRasterPtrType inRaster( new TeRaster(
std::string( TEPDIEXAMPLESRESPATH "cbers_b2_crop.tif" ), 'r' ) );
TEAGN_TRUE_OR_THROW( inRaster->init(), "Unable to init inRaster" );
TePDITypes::TePDIRasterPtrType outRaster;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outRaster, 1, 1, 1, false,
TeDOUBLE, 0 ), "RAM Raster Alloc error" );
/* Building filters - Reference coef 07 */
std::vector< double > a_filter_l;
a_filter_l.push_back( -0.05 );
a_filter_l.push_back( 0.25 );
a_filter_l.push_back( 0.6 );
a_filter_l.push_back( 0.25 );
a_filter_l.push_back( -0.05 );
std::vector< double > a_filter_h;
a_filter_h.push_back( 0.0107143 );
a_filter_h.push_back( -0.0535714 );
a_filter_h.push_back( -0.2607143 );
a_filter_h.push_back( 0.6071429 );
a_filter_h.push_back( -0.2607143 );
a_filter_h.push_back( -0.0535714 );
a_filter_h.push_back( 0.0107143 );
std::vector< double > s_filter_l;
s_filter_l.push_back( -0.0107143 );
s_filter_l.push_back( -0.0535714 );
s_filter_l.push_back( 0.2607143 );
s_filter_l.push_back( 0.6071429 );
s_filter_l.push_back( 0.2607143 );
s_filter_l.push_back( -0.0535714 );
s_filter_l.push_back( -0.0107143 );
std::vector< double > s_filter_h;
s_filter_h.push_back( -0.05 );
s_filter_h.push_back( -0.25 );
s_filter_h.push_back( 0.6 );
s_filter_h.push_back( -0.25 );
s_filter_h.push_back( -0.05 );
/* Applying filter 1 - Pyramid Generation */
TePDITypes::TePDIRasterVectorPtrType pyramid(
new TePDITypes::TePDIRasterVectorType );
TePDIParameters params1;
params1.SetParameter( "wavelets_type", std::string( "mallat" ) );
params1.SetParameter( "filter_task", std::string( "GetPyramid" ) );
params1.SetParameter( "input_image", inRaster );
params1.SetParameter( "band", (int)0 );
params1.SetParameter( "a_filter_l", a_filter_l );
params1.SetParameter( "a_filter_h", a_filter_h );
params1.SetParameter( "s_filter_l", s_filter_l );
params1.SetParameter( "s_filter_h", s_filter_h );
params1.SetParameter( "filters_scale", (double)0.71 );
params1.SetParameter( "levels", (int)3 );
params1.SetParameter( "pyramid", pyramid );
TePDIMallatWavelets filter1;
TEAGN_TRUE_OR_THROW( filter1.Reset( params1 ),
"Invalid Parameters1" );
TEAGN_TRUE_OR_THROW( filter1.Apply(), "Filter1 apply error" );
/* Checking the generated pyramid */
TEAGN_TRUE_OR_THROW( pyramid.isActive(), "Inactive generated pyramid" );
TEAGN_TRUE_OR_THROW( ( pyramid->size() == 12 ), "Invalid pyramid size" );
for( unsigned int py_index = 0 ; py_index < pyramid->size() ; ++py_index ) {
TEAGN_TRUE_OR_THROW( (*pyramid)[ py_index ].isActive(),
"Inactive pyramid raster found at " + Te2String( py_index ) );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
(*pyramid)[ py_index ],
TEPDIEXAMPLESBINPATH "Wavelets_Mallat_OutPyramid_index" + Te2String( py_index ) + ".tif" ),
"GeoTIF generation error" );
}
/* Applying the second filter - Pyramid Recomposition */
TePDIParameters params2;
params2.SetParameter( "wavelets_type", std::string( "mallat" ) );
params2.SetParameter( "filter_task", std::string( "RecomposePyramid" ) );
params2.SetParameter( "input_image", inRaster );
params2.SetParameter( "band", (int)0 );
params2.SetParameter( "output_image", outRaster );
params2.SetParameter( "a_filter_l", a_filter_l );
params2.SetParameter( "a_filter_h", a_filter_h );
params2.SetParameter( "s_filter_l", s_filter_l );
params2.SetParameter( "s_filter_h", s_filter_h );
params2.SetParameter( "filters_scale", (double)0.71 );
params2.SetParameter( "pyramid", pyramid );
TePDIMallatWavelets filter2;
TEAGN_TRUE_OR_THROW( filter2.Reset( params2 ),
"Invalid Parameters2" );
TEAGN_TRUE_OR_THROW( filter2.Apply(), "Filter2 apply error" );
TEAGN_TRUE_OR_THROW( ( ( outRaster->params().nlines_ ==
inRaster->params().nlines_ ) && ( outRaster->params().ncols_ ==
inRaster->params().ncols_ ) ), "Invalid output raster dimensions" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff( outRaster,
TEPDIEXAMPLESBINPATH "Wavelets_Mallat_GetPyramid_and_RecomposePyramid_test.tif" ),
"GeoTIF generation error" );
}
void TePDIWaveletAtrous_test()
{
TePDITypes::TePDIRasterVectorType output_wavelets;
// Testing decomposition
{
TePDIParameters waveletAtrousParams;
waveletAtrousParams.SetParameter("direction",
(int)TePDIWaveletAtrous::DECOMPOSE);
TePDITypes::TePDIRasterPtrType input_raster( new TeRaster(
std::string( TEPDIEXAMPLESRESPATH "cbers2b_rgb342_crop.tif" ), 'r' ) );
TEAGN_TRUE_OR_THROW( input_raster->init(), "Unable to init inRaster" );
waveletAtrousParams.SetParameter("input_raster", input_raster);
waveletAtrousParams.SetParameter("band", (int)0);
waveletAtrousParams.SetParameter("levels", (int)2);
waveletAtrousParams.SetParameter("filter_type",
TePDIWaveletAtrous::TriangleFilter );
TeRasterParams outputWaveletParams = input_raster->params();
outputWaveletParams.nBands( 2 ); // Desired Wavelet planes number
outputWaveletParams.setDataType( TeFLOAT, -1 );
TePDITypes::TePDIRasterPtrType output_wavelet0;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outputWaveletParams,
output_wavelet0 ), "RAM Raster Alloc error" );
TePDITypes::TePDIRasterPtrType output_wavelet1;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outputWaveletParams,
output_wavelet1 ), "RAM Raster Alloc error" );
TePDITypes::TePDIRasterPtrType output_wavelet2;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( outputWaveletParams,
output_wavelet2 ), "RAM Raster Alloc error" );
output_wavelets.push_back( output_wavelet0 );
output_wavelets.push_back( output_wavelet1 );
output_wavelets.push_back( output_wavelet2 );
waveletAtrousParams.SetParameter("output_wavelets",
output_wavelets);
TePDIWaveletAtrous wa;
TEAGN_TRUE_OR_THROW(wa.Apply( waveletAtrousParams ), "Apply error");
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
output_wavelet0,
TEPDIEXAMPLESBINPATH "TePDIWaveletAtrous_test_output_wavelet0.tif" ),
"GeoTIF generation error" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
output_wavelet1,
TEPDIEXAMPLESBINPATH "TePDIWaveletAtrous_test_output_wavelet1.tif" ),
"GeoTIF generation error" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
output_wavelet2,
TEPDIEXAMPLESBINPATH "TePDIWaveletAtrous_test_output_wavelet2.tif" ),
"GeoTIF generation error" );
}
// Testing recomposition
{
TePDIParameters waveletAtrousParams;
waveletAtrousParams.SetParameter("direction",
(int)TePDIWaveletAtrous::RECOMPOSE);
std::vector<TePDITypes::TePDIRasterVectorType> input_rasters_wavelets;
input_rasters_wavelets.push_back( output_wavelets );
waveletAtrousParams.SetParameter("input_rasters_wavelets",
input_rasters_wavelets );
waveletAtrousParams.SetParameter("rasters_levels", (int)2);
// We are using output_wavelets as reference_raster_wavelets
// just for test.
waveletAtrousParams.SetParameter("reference_raster_wavelets",
output_wavelets );
waveletAtrousParams.SetParameter("reference_levels", (int)2);
TeRasterParams output_raster_params = output_wavelets[ 0 ]->params();
output_raster_params.nBands( 1 );
output_raster_params.setDataType( TeUNSIGNEDCHAR, -1 );
TePDITypes::TePDIRasterPtrType output_raster0;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( output_raster_params,
output_raster0 ), "RAM Raster Alloc error" );
TePDITypes::TePDIRasterPtrType output_raster1;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( output_raster_params,
output_raster1 ), "RAM Raster Alloc error" );
TePDITypes::TePDIRasterPtrType output_raster2;
TEAGN_TRUE_OR_THROW( TePDIUtils::TeAllocRAMRaster( output_raster_params,
output_raster2 ), "RAM Raster Alloc error" );
TePDITypes::TePDIRasterVectorType output_rasters;
output_rasters.push_back( output_raster0 );
output_rasters.push_back( output_raster1 );
output_rasters.push_back( output_raster2 );
waveletAtrousParams.SetParameter( "output_rasters",
output_rasters );
TePDIWaveletAtrous wa;
TEAGN_TRUE_OR_THROW(wa.Apply( waveletAtrousParams ), "Apply error");
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
output_raster0,
TEPDIEXAMPLESBINPATH "TePDIWaveletAtrous_test_output_raster0.tif" ),
"GeoTIF generation error" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
output_raster1,
TEPDIEXAMPLESBINPATH "TePDIWaveletAtrous_test_output_raster1.tif" ),
"GeoTIF generation error" );
TEAGN_TRUE_OR_THROW( TePDIUtils::TeRaster2Geotiff(
output_raster2,
TEPDIEXAMPLESBINPATH "TePDIWaveletAtrous_test_output_raster2.tif" ),
"GeoTIF generation error" );
}
};
int main()
{
TEAGN_LOGMSG( "Test started." );
try{
TeInitRasterDecoders();
TeStdIOProgress pi;
TeProgress::setProgressInterf( dynamic_cast< TeProgressBase* >( &pi ) );
TePDIWaveletAtrous_test();
Mallat_low_low_swap_test();
Mallat_GetPyramid_and_RecomposePyramid_test();
}
catch( const TeException& e ){
TEAGN_LOGERR( "Test Failed - " + e.message() );
return EXIT_FAILURE;
}
TEAGN_LOGMSG( "Test OK." );
return EXIT_SUCCESS;
}
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