SphinxExamples/src/Filtering/Thresholding/ThresholdAnImageUsingOtsu/Code.py

#!/usr/bin/env python

# 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.

import sys
import itk

if len(sys.argv) != 6:
    print("Usage: " + sys.argv[0] + " <inputImage> <outputImage> "
          "<numberOfHistogramBins> <numberOfThresholds> <labelOffset>")
    sys.exit(1)

inputImage = sys.argv[1]
outputImage = sys.argv[2]
numberOfHistogramBins = int(sys.argv[3])
numberOfThresholds = int(sys.argv[4])
labelOffset = int(sys.argv[5])

PixelType = itk.UC
Dimension = 2

ImageType = itk.Image[PixelType, Dimension]

reader = itk.ImageFileReader[ImageType].New()
reader.SetFileName(inputImage)

thresholdFilter = itk.OtsuMultipleThresholdsImageFilter[
        ImageType,
        ImageType].New()
thresholdFilter.SetInput(reader.GetOutput())

thresholdFilter.SetNumberOfHistogramBins(numberOfHistogramBins)
thresholdFilter.SetNumberOfThresholds(numberOfThresholds)
thresholdFilter.SetLabelOffset(labelOffset)

rescaler = itk.RescaleIntensityImageFilter[ImageType, ImageType].New()
rescaler.SetInput(thresholdFilter.GetOutput())
rescaler.SetOutputMinimum(0)
rescaler.SetOutputMaximum(255)

writer = itk.ImageFileWriter[ImageType].New()
writer.SetFileName(outputImage)
writer.SetInput(rescaler.GetOutput())

writer.Update()