ImageOpenClose3D
Repository source: ImageOpenClose3D
Description¶
This example reads a binary image and performs opening on one value and closing on another (morphological operations).
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Code¶
ImageOpenClose3D.py
#!/usr/bin/env python3
from pathlib import Path
# noinspection PyUnresolvedReferences
import vtkmodules.vtkInteractionStyle
# noinspection PyUnresolvedReferences
import vtkmodules.vtkRenderingOpenGL2
from vtkmodules.vtkCommonColor import vtkNamedColors
from vtkmodules.vtkIOImage import vtkImageReader2Factory
from vtkmodules.vtkImagingMorphological import vtkImageOpenClose3D
from vtkmodules.vtkInteractionStyle import vtkInteractorStyleImage
from vtkmodules.vtkRenderingCore import (
vtkImageActor,
vtkRenderer,
vtkRenderWindow,
vtkRenderWindowInteractor
)
def get_program_parameters():
import argparse
description = 'ImageOpenClose3D.'
epilogue = '''
'''
parser = argparse.ArgumentParser(description=description, epilog=epilogue,
formatter_class=argparse.RawDescriptionHelpFormatter)
parser.add_argument('file_name', help='The image file name to use e.g. Yinyang.png.')
args = parser.parse_args()
return args.file_name
def main():
fn = get_program_parameters()
fp = Path(fn)
file_check = True
if not fp.is_file():
print(f'Missing image file: {fp}.')
file_check = False
if not file_check:
return
colors = vtkNamedColors()
# Read the image.
reader: vtkImageReader2Factory = vtkImageReader2Factory().CreateImageReader2(str(fp))
reader.file_name = fp
# Alternatively, use vtkPNGReader.
# reader = vtkPNGReader(file_name = fp)
reader.Update()
open_close = vtkImageOpenClose3D(open_value=0, close_value=255, kernel_size=(5, 5, 3), release_data_flag=False)
reader >> open_close
original_actor = vtkImageActor()
reader >> original_actor.mapper
open_close_actor = vtkImageActor()
open_close >> open_close_actor.mapper
# Define the viewport ranges (x_min, y_min, x_max, y_max).
original_viewport = (0.0, 0.0, 0.5, 1.0)
open_close_viewport = (0.5, 0.0, 1.0, 1.0)
# Setup the renderers.
original_renderer = vtkRenderer(viewport=original_viewport, background=colors.GetColor3d('Sienna'))
original_renderer.AddActor(original_actor)
open_close_renderer = vtkRenderer(viewport=open_close_viewport, background=colors.GetColor3d('RoyalBlue'))
open_close_renderer.AddActor(open_close_actor)
open_close_renderer.ResetCamera()
render_window = vtkRenderWindow(size=(600, 300), window_name='ImageOpenClose3D')
render_window.AddRenderer(original_renderer)
render_window.AddRenderer(open_close_renderer)
render_window_interactor = vtkRenderWindowInteractor()
style = vtkInteractorStyleImage()
render_window_interactor.interactor_style = style
render_window_interactor.render_window = render_window
render_window.Render()
render_window_interactor.Initialize()
render_window_interactor.Start()
if __name__ == '__main__':
main()