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
|
/*=========================================================================
Program: ORFEO Toolbox
Language: C++
Date: $Date$
Version: $Revision$
Copyright (c) Centre National d'Etudes Spatiales. All rights reserved.
See OTBCopyright.txt 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.
=========================================================================*/
// Software Guide : BeginCommandLineArgs
// INPUTS: {ROI_QB_MUL_1.png}
// OUTPUTS: {PanTexOutput.tif}, {pretty_PanTexInput.png}, {pretty_PanTexOutput.png}
// Software Guide : EndCommandLineArgs
#include "itkMacro.h"
#include "otbImage.h"
#include "otbImageFileReader.h"
#include "otbImageFileWriter.h"
#include "itkUnaryFunctorImageFilter.h"
#include "itkRescaleIntensityImageFilter.h"
// Software Guide : BeginLatex
//
// This example illustrates the use of the
// \doxygen{otb}{ScalarImageToPanTexTextureFilter}. This texture parameter was
// first introduced in \cite{PanTex} and is very useful for urban area
// detection.
// \relatedClasses
// \begin{itemize}
// \item \doxygen{otb}{ScalarImageToTexturesFilter}
// \item \doxygen{otb}{ScalarImageToAdvancedTexturesFilter}
// \end{itemize}
//
// The first step required to use this filter is to include its header file.
//
// Software Guide : EndLatex
// Software Guide : BeginCodeSnippet
#include "otbScalarImageToPanTexTextureFilter.h"
// Software Guide : EndCodeSnippet
int main(int argc, char * argv[])
{
// Parse command line parameters
if (argc != 5)
{
std::cerr << "Usage: " << argv[0] << " <inputImage> ";
std::cerr << " <outputImage> <inputRescaled> <outputRescaled> ";
std::cerr << std::endl;
return EXIT_FAILURE;
}
const char* infname = argv[1];
const char* outfname = argv[2];
const char* inprettyfname = argv[3];
const char* outprettyfname = argv[4];
typedef double PixelType;
const int Dimension = 2;
typedef otb::Image<PixelType, Dimension> ImageType;
// Software Guide : BeginLatex
//
// After defining the types for the pixels and the images used in the
// example, we define the type for the PanTex filter. It is
// templated by the input and output image types.
//
// Software Guide : EndLatex
// Software Guide : BeginCodeSnippet
typedef otb::ScalarImageToPanTexTextureFilter
<ImageType, ImageType> PanTexTextureFilterType;
// Software Guide : EndCodeSnippet
typedef otb::ImageFileReader<ImageType> ReaderType;
typedef otb::ImageFileWriter<ImageType> WriterType;
ReaderType::Pointer reader = ReaderType::New();
WriterType::Pointer writer = WriterType::New();
reader->SetFileName(infname);
writer->SetFileName(outfname);
// Software Guide : BeginLatex
//
// We can now instatiate the filter.
//
// Software Guide : EndLatex
// Software Guide : BeginCodeSnippet
PanTexTextureFilterType::Pointer textureFilter = PanTexTextureFilterType::New();
// Software Guide : EndCodeSnippet
// Software Guide : BeginLatex
//
// Then, we set the parameters of the filter.The radius of
// the neighborhood to compute the texture.
// The number of bins per axis for histogram generation (it is the
// size of the co-occurrence matrix). Moreover, we have to specify
// the Min/Max in the input image. In the example, image Min/Max is set
// by the user to 0 and 255. Alternatively you can use the class \doxygen{itk}{MinimumMaximumImageCalculator}
// to calculate these values.
//
// Software Guide : EndLatex
// Software Guide : BeginCodeSnippet
PanTexTextureFilterType::SizeType sradius;
sradius.Fill(4);
textureFilter->SetNumberOfBinsPerAxis(8);
textureFilter->SetRadius(sradius);
textureFilter->SetInputImageMinimum(0);
textureFilter->SetInputImageMaximum(255);
// Software Guide : EndCodeSnippet
// Software Guide : BeginLatex
//
// We can now plug the pipeline and trigger the execution by calling
// the \code{Update} method of the writer.
//
// Software Guide : EndLatex
// Software Guide : BeginCodeSnippet
textureFilter->SetInput(reader->GetOutput());
writer->SetInput(textureFilter->GetOutput());
writer->Update();
// Software Guide : EndCodeSnippet
// Software Guide : BeginLatex
// Figure~\ref{fig:PANTEXFILTER} shows the result of applying
// the PanTex computation.
// \begin{figure}
// \center
// \includegraphics[width=0.40\textwidth]{pretty_PanTexInput.eps}
// \includegraphics[width=0.40\textwidth]{pretty_PanTexOutput.eps}
// \itkcaption[PanTex Filter]{Result of applying the
// \doxygen{otb}{ScalarImageToPanTexTextureFilter} to an image. From left to right:
// original image, PanTex feature.}
// \label{fig:PANTEXFILTER}
// \end{figure}
//
// Software Guide : EndLatex
// Pretty image creation for printing
typedef otb::Image<unsigned char,
Dimension>
OutputPrettyImageType;
typedef otb::ImageFileWriter<OutputPrettyImageType>
WriterPrettyOutputType;
typedef itk::RescaleIntensityImageFilter<ImageType,
OutputPrettyImageType>
RescalerOutputType;
RescalerOutputType::Pointer outputRescaler = RescalerOutputType::New();
WriterPrettyOutputType::Pointer prettyOutputWriter =
WriterPrettyOutputType::New();
outputRescaler->SetInput(textureFilter->GetOutput());
outputRescaler->SetOutputMinimum(0);
outputRescaler->SetOutputMaximum(255);
prettyOutputWriter->SetFileName(outprettyfname);
prettyOutputWriter->SetInput(outputRescaler->GetOutput());
prettyOutputWriter->Update();
outputRescaler->SetInput(reader->GetOutput());
outputRescaler->SetOutputMinimum(0);
outputRescaler->SetOutputMaximum(255);
prettyOutputWriter->SetFileName(inprettyfname);
prettyOutputWriter->SetInput(outputRescaler->GetOutput());
prettyOutputWriter->Update();
return EXIT_SUCCESS;
}
|
