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
|
/*=========================================================================
*
* Copyright Insight Software Consortium
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0.txt
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
*=========================================================================*/
#ifndef itkOtsuMultipleThresholdsImageFilter_hxx
#define itkOtsuMultipleThresholdsImageFilter_hxx
#include "itkOtsuMultipleThresholdsImageFilter.h"
#include "itkThresholdLabelerImageFilter.h"
#include "itkProgressAccumulator.h"
namespace itk
{
template< typename TInputImage, typename TOutputImage >
OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >
::OtsuMultipleThresholdsImageFilter()
{
m_NumberOfHistogramBins = 128;
m_NumberOfThresholds = 1;
m_LabelOffset = NumericTraits< OutputPixelType >::ZeroValue();
m_Thresholds.clear();
m_ValleyEmphasis = false;
}
template< typename TInputImage, typename TOutputImage >
void
OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >
::GenerateData()
{
typename ProgressAccumulator::Pointer progress = ProgressAccumulator::New();
progress->SetMiniPipelineFilter(this);
// Create a histogram of the image intensities
typename HistogramGeneratorType::Pointer histogramGenerator = HistogramGeneratorType::New();
histogramGenerator->SetInput( this->GetInput() );
histogramGenerator->SetNumberOfBins(m_NumberOfHistogramBins);
histogramGenerator->Compute();
// Compute the multiple Otsu Thresholds for the input image
typename OtsuCalculatorType::Pointer otsuHistogramThresholdCalculator = OtsuCalculatorType::New();
otsuHistogramThresholdCalculator->SetInputHistogram( histogramGenerator->GetOutput() );
otsuHistogramThresholdCalculator->SetNumberOfThresholds(m_NumberOfThresholds);
otsuHistogramThresholdCalculator->SetValleyEmphasis(m_ValleyEmphasis);
otsuHistogramThresholdCalculator->Compute();
m_Thresholds = otsuHistogramThresholdCalculator->GetOutput();
typename ThresholdLabelerImageFilter< TInputImage, TOutputImage >::Pointer threshold =
ThresholdLabelerImageFilter< TInputImage, TOutputImage >::New();
progress->RegisterInternalFilter(threshold, 1.0f);
threshold->GraftOutput ( this->GetOutput() );
threshold->SetInput ( this->GetInput() );
threshold->SetRealThresholds(m_Thresholds);
threshold->SetLabelOffset(m_LabelOffset);
threshold->Update();
this->GraftOutput( threshold->GetOutput() );
}
template< typename TInputImage, typename TOutputImage >
void
OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >
::GenerateInputRequestedRegion()
{
TInputImage *input = const_cast< TInputImage * >( this->GetInput() );
if ( input )
{
input->SetRequestedRegionToLargestPossibleRegion();
}
}
template< typename TInputImage, typename TOutputImage >
void
OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >
::PrintSelf(std::ostream & os, Indent indent) const
{
Superclass::PrintSelf(os, indent);
os << indent << "NumberOfHistogramBins: " << m_NumberOfHistogramBins << std::endl;
os << indent << "NumberOfThresholds: " << m_NumberOfThresholds << std::endl;
os << indent << "LabelOffset: " << m_LabelOffset << std::endl;
os << indent << "Thresholds: " << std::endl;
for ( SizeValueType j = 0; j < m_Thresholds.size(); j++ )
{
os << "\tThreshold #" << j << ": "
<< static_cast< typename NumericTraits< InputPixelType >::PrintType >( m_Thresholds[j] )
<< std::endl;
}
}
} // end namespace itk
#endif
|
