ITK  5.4.0
Insight Toolkit
SphinxExamples/src/Filtering/ImageFilterBase/CastAnImageToAnotherType/Code.py
1 #!/usr/bin/env python
2 
3 # Copyright NumFOCUS
4 #
5 # Licensed under the Apache License, Version 2.0 (the "License");
6 # you may not use this file except in compliance with the License.
7 # You may obtain a copy of the License at
8 #
9 # https://www.apache.org/licenses/LICENSE-2.0.txt
10 #
11 # Unless required by applicable law or agreed to in writing, software
12 # distributed under the License is distributed on an "AS IS" BASIS,
13 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 # See the License for the specific language governing permissions and
15 # limitations under the License.
16 
17 import itk
18 import argparse
19 
20 parser = argparse.ArgumentParser(description="Cast An Image To Another Type.")
21 parser.add_argument("input_image")
22 parser.add_argument("output_image")
23 args = parser.parse_args()
24 
25 Dimension = 2
26 InputPixelType = itk.F
27 OutputPixelType = itk.UC
28 
29 InputImageType = itk.Image[InputPixelType, Dimension]
30 OutputImageType = itk.Image[OutputPixelType, Dimension]
31 
32 reader = itk.ImageFileReader[InputImageType].New()
33 reader.SetFileName(args.input_image)
34 
35 rescaler = itk.RescaleIntensityImageFilter[InputImageType, InputImageType].New()
36 rescaler.SetInput(reader.GetOutput())
37 rescaler.SetOutputMinimum(0)
38 outputPixelTypeMaximum = itk.NumericTraits[OutputPixelType].max()
39 rescaler.SetOutputMaximum(outputPixelTypeMaximum)
40 
41 castImageFilter = itk.CastImageFilter[InputImageType, OutputImageType].New()
42 castImageFilter.SetInput(rescaler.GetOutput())
43 
44 writer = itk.ImageFileWriter[OutputImageType].New()
45 writer.SetFileName(args.output_image)
46 writer.SetInput(castImageFilter.GetOutput())
47 
48 writer.Update()
itk::CastImageFilter
Casts input pixels to output pixel type.
Definition: itkCastImageFilter.h:100
itk::ImageFileReader
Data source that reads image data from a single file.
Definition: itkImageFileReader.h:75
itk::ImageFileWriter
Writes image data to a single file.
Definition: itkImageFileWriter.h:88
itk::NumericTraits
Define additional traits for native types such as int or float.
Definition: itkNumericTraits.h:59
itk::RescaleIntensityImageFilter
Applies a linear transformation to the intensity levels of the input Image.
Definition: itkRescaleIntensityImageFilter.h:133
itk::Image
Templated n-dimensional image class.
Definition: itkImage.h:88
New
static Pointer New()