Python/CannyEdge.py

#!/usr/bin/env python
# =========================================================================
#
#  Copyright NumFOCUS
#
#  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.
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# =========================================================================
 
""" An example script demonstrating Canny Edge Detection in SimpleITK. """
 
import sys
import os
import SimpleITK as sitk
 
if len(sys.argv) < 2:
    print(f"Usage: {sys.argv[0]} <input>")
    sys.exit(1)
 
image = sitk.Cast(sitk.ReadImage(sys.argv[1]), sitk.sitkFloat32)
 
edges = sitk.CannyEdgeDetection(
    image, lowerThreshold=200, upperThreshold=400, variance=[4] * 3
)
 
stats = sitk.StatisticsImageFilter()
stats.Execute(image)
 
if "SITK_NOSHOW" not in os.environ:
    sitk.Show(sitk.Maximum(image * 0.5, edges * stats.GetMaximum() * 0.5))