tutorial-examples/AreaSurfaceEstimation-final.cpp

Example of tutorial 4: Surface area estimation

See also

Tutorial: Surface area estimation

 
#include "DGtal/shapes/parametric/Ball3D.h"
 
#include "DGtal/shapes/GaussDigitizer.h"
#include "DGtal/topology/LightImplicitDigitalSurface.h"
#include "DGtal/topology/DigitalSurface.h"
#include "DGtal/graph/DepthFirstVisitor.h"
#include "DGtal/graph/GraphVisitorRange.h"
 
#include "DGtal/geometry/surfaces/estimation/IIGeometricFunctors.h"
#include "DGtal/geometry/surfaces/estimation/IntegralInvariantCovarianceEstimator.h"
 
using namespace DGtal;
 
int main( int argc, char** argv )
{
        const double h = 1;
        const double radiusBall = 12.0;
        const double radiusII = 6;
        const double trueAreaSurface = 4.0*M_PI*radiusBall*radiusBall;
 
        trace.beginBlock( "Make parametric shape..." );
 
        typedef Ball3D< Z3i::Space > Shape;
 
        Z3i::RealPoint center( 0.0, 0.0, 0.0 );
        Shape ball( center, radiusBall );
 
        trace.endBlock();
 
        trace.beginBlock( "Make digital shape..." );
 
        typedef GaussDigitizer< Z3i::Space, Shape > DigitalShape;
        typedef DigitalShape::Domain Domain;
 
        DigitalShape digitalBall;
        digitalBall.attach( ball );
        digitalBall.init( ball.getLowerBound() - Z3i::RealPoint( 1.0, 1.0, 1.0 ), 
                                          ball.getUpperBound() + Z3i::RealPoint( 1.0, 1.0, 1.0 ),
                                          h );
        Domain domain = digitalBall.getDomain();
        Z3i::KSpace kspace;
        kspace.init( domain.lowerBound(), domain.upperBound(), true );
 
        trace.endBlock();
 
        trace.beginBlock( "Make digital surface..." );
 
        typedef LightImplicitDigitalSurface< Z3i::KSpace, DigitalShape > LightDigitalSurface;
        typedef DigitalSurface< LightDigitalSurface > DigitalSurface;
        typedef DepthFirstVisitor< DigitalSurface > DepthFirstVisitor;
        typedef GraphVisitorRange< DepthFirstVisitor > GraphVisitorRange;
        typedef GraphVisitorRange::ConstIterator SurfelConstIterator;
        typedef Z3i::KSpace::Surfel Surfel;
 
        Surfel bel = Surfaces< Z3i::KSpace >::findABel( kspace, digitalBall, 500 );
        SurfelAdjacency< Z3i::KSpace::dimension > surfelAdjacency( true );
        LightDigitalSurface lightDigitalSurface( kspace, digitalBall, surfelAdjacency, bel );
        DigitalSurface digitalSurface( lightDigitalSurface );
 
        GraphVisitorRange graphVisitorRange( new DepthFirstVisitor( digitalSurface, *digitalSurface.begin() ) );
        SurfelConstIterator sbegin = graphVisitorRange.begin();
    SurfelConstIterator send = graphVisitorRange.end();
    std::vector< Surfel > v_border;
    while( sbegin != send )
    {
        v_border.push_back( *sbegin );
        ++sbegin;
    }
 
        trace.endBlock();
 
        trace.beginBlock( "Computation with normal estimation ..." );
 
        typedef IIGeometricFunctors::IINormalDirectionFunctor< Z3i::Space > NormalFunctor;
        typedef IntegralInvariantCovarianceEstimator< Z3i::KSpace, DigitalShape, NormalFunctor > IINormalEstimator;
 
        NormalFunctor normalFunctor;
        IINormalEstimator normalEstimator( normalFunctor );
        normalEstimator.attach( kspace, digitalBall );
        normalEstimator.setParams( radiusII / h );
        normalEstimator.init( h, v_border.begin(), v_border.end() );
 
        double areaSurfaceEstimated = 0.0;
 
        for( unsigned int i_position = 0; i_position < v_border.size(); ++i_position )
        {
                Z3i::RealPoint normalEstimated = normalEstimator.eval( &(v_border[i_position]) );
                Z3i::RealPoint normalSurfel = kspace.sKCoords( kspace.sDirectIncident( v_border[i_position], kspace.sOrthDir( v_border[i_position] ))) - kspace.sKCoords( v_border[i_position] ); 
                normalEstimated = normalEstimated.getNormalized();
                areaSurfaceEstimated += std::abs( normalEstimated.dot( normalSurfel )) * h * h;
        }
 
        trace.endBlock();
 
        trace.info() << "Area Surface estimated : " << areaSurfaceEstimated << std::endl;
        trace.info() << "True areaSurface : " << trueAreaSurface << std::endl;
        trace.info() << "Ratio : " << areaSurfaceEstimated / trueAreaSurface << std::endl;
 
        return 0;
}