1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229
|
/*=========================================================================
Program: Insight Segmentation & Registration Toolkit
Module: $RCSfile: itkSTAPLEImageFilterTest.cxx,v $
Language: C++
Date: $Date: 2007-08-20 12:47:12 $
Version: $Revision: 1.8 $
Copyright (c) Insight Software Consortium. All rights reserved.
See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the above copyright notices for more information.
=========================================================================*/
#if defined(_MSC_VER)
#pragma warning ( disable : 4786 )
#endif
#include <iostream>
#include <string>
//#include <iomanip>
#include <vector>
#include "itkSTAPLEImageFilter.h"
#include "itkImageFileReader.h"
#include "itkImageFileWriter.h"
class StaplerBase
{
public:
StaplerBase() {}
virtual ~StaplerBase() {}
void SetOutputFileName( const char *s )
{ m_OutputFile = s; }
const std::string &GetOutputFileName() const
{ return m_OutputFile; }
void AddFileName( const char *s )
{
std::string tmp(s);
m_Files.push_back(tmp);
}
const std::string &GetFileName( unsigned int i ) const
{ return m_Files[i]; }
void ClearFileNames()
{ m_Files.clear(); }
unsigned int GetNumberOfFiles() const
{ return m_Files.size(); }
virtual double GetSensitivity( unsigned int ) = 0;
virtual double GetSpecificity( unsigned int ) = 0;
virtual unsigned short GetForeground() const = 0;
virtual void SetForeground( unsigned short ) = 0;
virtual void SetConfidenceWeight( double ) = 0;
virtual double GetConfidenceWeight() const = 0;
virtual int Execute() = 0;
virtual unsigned int GetElapsedIterations() = 0;
protected:
std::vector< std::string > m_Files;
std::string m_OutputFile;
};
template< unsigned int VDimension>
class Stapler : public StaplerBase
{
public:
typedef itk::Image< double, VDimension > OutputImageType;
typedef itk::Image< unsigned short, VDimension > InputImageType;
typedef itk::STAPLEImageFilter<InputImageType, OutputImageType> StapleFilterType;
Stapler()
{
m_Stapler = StapleFilterType::New();
this->SetForeground(1);
}
virtual ~Stapler() {}
virtual double GetConfidenceWeight( ) const
{ return m_Stapler->GetConfidenceWeight(); }
virtual void SetConfidenceWeight( double w )
{ m_Stapler->SetConfidenceWeight( w); }
virtual double GetSensitivity( unsigned int i )
{ return m_Stapler->GetSensitivity(i); }
virtual double GetSpecificity( unsigned int i )
{ return m_Stapler->GetSpecificity(i); }
virtual unsigned short GetForeground() const
{ return m_Stapler->GetForegroundValue(); }
virtual void SetForeground( unsigned short l )
{ m_Stapler->SetForegroundValue( l ); }
virtual unsigned int GetElapsedIterations()
{ return m_Stapler->GetElapsedIterations(); }
virtual int Execute();
private:
typename StapleFilterType::Pointer m_Stapler;
};
template< unsigned int VDimension >
int Stapler<VDimension>::Execute()
{
int i;
typename itk::ImageFileReader<InputImageType>::Pointer reader;
typename itk::ImageFileWriter<OutputImageType>::Pointer writer
= itk::ImageFileWriter<OutputImageType>::New();
int number_of_files = m_Files.size();
// Set the inputs
for (i = 0; i < number_of_files; i++)
{
try
{
reader = itk::ImageFileReader<InputImageType>::New();
reader->SetFileName( m_Files[i].c_str() );
reader->Update();
m_Stapler->SetInput(i, reader->GetOutput());
}
catch (itk::ExceptionObject &e)
{
std::cerr << e << std::endl;
return -1;
}
}
try
{
writer->SetFileName( m_OutputFile.c_str() );
writer->SetInput(m_Stapler->GetOutput());
writer->Update();
}
catch( itk::ExceptionObject &e )
{
std::cerr << e << std::endl;
return -2;
}
return 0;
}
int itkSTAPLEImageFilterTest( int argc, char * argv[])
{
int i;
StaplerBase *stapler;
if (argc < 5)
{
std::cerr << "Use: " << argv[0] <<
" file_dimensionality output.mhd foreground_value confidence_weight "
"file1 file2 ... fileN" << std::endl;
return -1;
}
if ( ::atoi(argv[1]) == 2 )
{
stapler = new Stapler<2>;
}
else if ( ::atoi(argv[1]) == 3 )
{
stapler = new Stapler<3>;
}
else
{
std::cerr << "Only 2D and 3D data is currently supported" << std::endl;
return -2;
}
for (i = 0; i < argc - 5; i++)
{
stapler->AddFileName( argv[i+5] );
}
stapler->SetConfidenceWeight( static_cast<double>( atof(argv[4]) ));
stapler->SetOutputFileName( argv[2] );
stapler->SetForeground( static_cast<unsigned short>( atoi(argv[3])) );
// Execute the stapler
int ret = stapler->Execute();
if ( ret != 0 )
{
std::cerr << "Stapler failed! Returned error code " << ret << "." << std::endl;
return -3;
}
double avg_p = 0.0;
double avg_q = 0.0;
// Print out the specificities
std::cout << "Number of elapsed iterations = "
<< stapler->GetElapsedIterations() << std::endl;
// std::cout.precision(5);
// std::cout.setf(ios::fixed, ios::floatfield);
std::cout << "File " << "\t\tSensitivity(p) " << "\tSpecificity(q)" << std::endl;
std::cout << "-----" << "\t\t-------------- " << "\t--------------" << std::endl;
unsigned int j;
for (j = 0; j < stapler->GetNumberOfFiles(); j++)
{
avg_q += stapler->GetSpecificity(j);
avg_p += stapler->GetSensitivity(j);
std::cout << j << ": " << stapler->GetFileName(j) << "\t"
<< stapler->GetSensitivity(j) << "\t\t"
<< stapler->GetSpecificity(j) << std::endl;
}
avg_p /= static_cast<double>( stapler->GetNumberOfFiles() );
avg_q /= static_cast<double>( stapler->GetNumberOfFiles() );
std::cout << "Mean:\t\t" << avg_p << "\t\t" << avg_q << std::endl;
delete stapler;
return EXIT_SUCCESS;
}
|