volAddNoise.cpp

 
#include <DGtal/base/Common.h>
#include "DGtal/io/readers/GenericReader.h"
#include "DGtal/io/writers/GenericWriter.h"
#include "DGtal/images/ImageContainerBySTLVector.h"
#include "DGtal/images/ImageSelector.h"
#include <DGtal/geometry/volumes/KanungoNoise.h>
#include <DGtal/images/IntervalForegroundPredicate.h>
 
#include "CLI11.hpp"
 
// Max component option
#include <boost/pending/disjoint_sets.hpp>
 
#include <vector>
#include <string>
#include <climits>
 
using namespace DGtal;
 
 
void missingParam( const std::string &param )
{
  trace.error() << " Parameter: " << param << " is required..";
  trace.info() << std::endl;
  exit( 1 );
}
 
typedef ImageSelector<Z3i::Domain, unsigned char>::Type MyImage;
 
int main( int argc, char ** argv )
{
  
  // parse command line using CLI ----------------------------------------------
  CLI::App app;
  std::string inputFileName;
  std::string outputFileName {"result.vol"};
  double noise {0.5};
  bool MaxFlag {false};
  
  app.description("Adds Kanungo noise to a binary object with 0 values as "
  "background points and values >0 for the foreground ones.\n Basic usage:\n \t volAddNoi0se [options] --input <imageName> --output <outputImage> -noise 0.3 \n");
  app.add_option("-i,--input,1", inputFileName, "input image file name (any 3D image format accepted by DGtal::GenericReader)" )
  ->required()
  ->check(CLI::ExistingFile);
  app.add_option("-o,--output,2", outputFileName, "output image file name (any 3D image format accepted by DGtal::GenericWriter)");
  
  app.add_option("--noise,-n", noise, "Kanungo noise level in ]0,1[ (default 0.5)\n");
  app.add_flag("--max,-m", MaxFlag, "Extract only the largest 6-connected component.");
    
  app.get_formatter()->column_width(40);
  CLI11_PARSE(app, argc, argv);
  // END parse command line using CLI ----------------------------------------------
 
 
  typedef functors::IntervalForegroundPredicate<MyImage> Binarizer;
  MyImage image = GenericReader<MyImage>::import( inputFileName );
  trace.info() << "Input image: " << image << std::endl;
  Binarizer predicate( image, 0, 255 );
 
  KanungoNoise<Binarizer, Z3i::Domain> kanungo( predicate, image.domain(),
                                                noise );
 
  MyImage result( image.domain() );
  for ( Z3i::Domain::ConstIterator it    = image.domain().begin(),
                                   itend = image.domain().end();
        it != itend; ++it )
  {
    if ( kanungo( *it ) )
      result.setValue( *it, 255 );
    else
      result.setValue( *it, 0 );
  }
 
  // Exporting
  if ( !MaxFlag )
  {
    result >> outputFileName;
  }
  else
  {
    trace.beginBlock( "Extracting the largest 6-connected component" );
    typedef std::map<Z3i::Point, std::size_t> Rank; // => order on Element
    typedef std::map<Z3i::Point, Z3i::Point> Parent;
    Rank rankMap;
    Parent parentMap;
    boost::associative_property_map<Rank> rankPMap( rankMap );
    boost::associative_property_map<Parent> parentPMap( parentMap );
    boost::disjoint_sets<boost::associative_property_map<Rank>,
                         boost::associative_property_map<Parent>>
    dsets( rankPMap, parentPMap );
 
    trace.beginBlock( "Initial disjoint sets construction" );
    for ( auto e : result.domain() )
    {
      if ( result( e ) != 0 )
        dsets.make_set( e );
    }
    trace.endBlock();
 
    trace.beginBlock( "Merging neighboring sets" );
    typename Z3i::Point decx( 1, 0, 0 );
    typename Z3i::Point decy( 0, 1, 0 );
    typename Z3i::Point decz( 0, 0, 1 );
 
    // Merging process
    for ( auto e : result.domain() )
    {
      if ( result( e ) != 0 )
      {
        if ( result.domain().isInside( e + decx ) &&
             ( result( e ) == result( e + decx ) ) )
          dsets.union_set( e, e + decx );
 
        if ( result.domain().isInside( e + decy ) &&
             ( result( e ) == result( e + decy ) ) )
          dsets.union_set( e, e + decy );
 
        if ( result.domain().isInside( e + decz ) &&
             ( result( e ) == result( e + decz ) ) )
          dsets.union_set( e, e + decz );
      }
    }
    trace.endBlock();
 
    trace.beginBlock( "Counting component sizes" );
    // counting
    std::map<Z3i::Point, unsigned int> sizes;
    for ( auto p : result.domain() )
    {
      if ( result( p ) != 0 )
      {
        Z3i::Point ref = dsets.find_set( p );
        sizes[ ref ]++;
      }
    }
    unsigned int maxElement = 0;
    Z3i::Point maxP;
    for ( auto i : sizes )
    {
      if ( maxElement < i.second )
      {
        maxElement = i.second;
        maxP       = i.first;
      }
    }
    trace.info() << "Largest component has " << maxElement << " voxels."
                 << std::endl;
    trace.endBlock();
 
    trace.beginBlock( "Cleaning up" );
    // Cleaning
    // Merging process
    Z3i::Point largest = dsets.find_set( maxP );
    trace.info() << "Largest ref point: " << largest << std::endl;
    for ( auto e : result.domain() )
    {
      if ( result( e ) != 0 )
      {
        if ( dsets.find_set( e ) != largest )
          result.setValue( e, 0 );
      }
    }
    trace.endBlock();
    trace.endBlock();
    result >> outputFileName;
  }
  return 0;
}