def __init__(self, module_manager):
SimpleVTKClassModuleBase.__init__(
self, module_manager,
vtk.vtkImageNonMaximumSuppression(), 'Processing.',
('vtkImageData', 'vtkImageData'), ('vtkImageData',),
replaceDoc=True,
inputFunctions=None, outputFunctions=None)
def __init__(self, module_manager):
SimpleVTKClassModuleBase.__init__(self,
module_manager,
vtk.vtkImageNonMaximumSuppression(),
'Processing.',
('vtkImageData', 'vtkImageData'),
('vtkImageData', ),
replaceDoc=True,
inputFunctions=None,
outputFunctions=None)
ic.SetOutputScalarTypeToFloat() ic.SetInputConnection(il.GetOutputPort()) # smooth the image gs = vtk.vtkImageGaussianSmooth() gs.SetInputConnection(ic.GetOutputPort()) gs.SetDimensionality(2) gs.SetRadiusFactors(1, 1, 0) # gradient the image imgGradient = vtk.vtkImageGradient() imgGradient.SetInputConnection(gs.GetOutputPort()) imgGradient.SetDimensionality(2) imgMagnitude = vtk.vtkImageMagnitude() imgMagnitude.SetInputConnection(imgGradient.GetOutputPort()) imgMagnitude.Update() # non maximum suppression nonMax = vtk.vtkImageNonMaximumSuppression() nonMax.SetMagnitudeInputData(imgMagnitude.GetOutput()) nonMax.SetVectorInputData(imgGradient.GetOutput()) nonMax.SetDimensionality(2) pad = vtk.vtkImageConstantPad() pad.SetInputConnection(imgGradient.GetOutputPort()) pad.SetOutputNumberOfScalarComponents(3) pad.SetConstant(0) pad.Update() i2sp1 = vtk.vtkImageToStructuredPoints() i2sp1.SetInputConnection(nonMax.GetOutputPort()) i2sp1.SetVectorInputData(pad.GetOutput()) # link edgles imgLink = vtk.vtkLinkEdgels() imgLink.SetInputConnection(i2sp1.GetOutputPort()) imgLink.SetGradientThreshold(2)
ic.SetOutputScalarTypeToFloat() ic.SetInputConnection(il.GetOutputPort()) # smooth the image gs = vtk.vtkImageGaussianSmooth() gs.SetInputConnection(ic.GetOutputPort()) gs.SetDimensionality(2) gs.SetRadiusFactors(1,1,0) # gradient the image imgGradient = vtk.vtkImageGradient() imgGradient.SetInputConnection(gs.GetOutputPort()) imgGradient.SetDimensionality(2) imgMagnitude = vtk.vtkImageMagnitude() imgMagnitude.SetInputConnection(imgGradient.GetOutputPort()) imgMagnitude.Update() # non maximum suppression nonMax = vtk.vtkImageNonMaximumSuppression() nonMax.SetMagnitudeInputData(imgMagnitude.GetOutput()) nonMax.SetVectorInputData(imgGradient.GetOutput()) nonMax.SetDimensionality(2) pad = vtk.vtkImageConstantPad() pad.SetInputConnection(imgGradient.GetOutputPort()) pad.SetOutputNumberOfScalarComponents(3) pad.SetConstant(0) pad.Update() i2sp1 = vtk.vtkImageToStructuredPoints() i2sp1.SetInputConnection(nonMax.GetOutputPort()) i2sp1.SetVectorInputData(pad.GetOutput()) # link edgles imgLink = vtk.vtkLinkEdgels() imgLink.SetInputConnection(i2sp1.GetOutputPort()) imgLink.SetGradientThreshold(2)
def setupPipeline():
#read file
global reader
reader = vtk.vtkOBJReader()
reader.SetFileName(filename)
#map 3d model
global mapper
mapper = vtk.vtkPolyDataMapper()
mapper.SetInputConnection(reader.GetOutputPort())
#set actor
global actor
actor = vtk.vtkActor()
actor.SetMapper(mapper)
# Create a rendering window and renderer
global ren
ren = vtk.vtkRenderer()
ren.SetBackground(0, 0, 0)
ren.AddActor(actor)
global intermediateWindow
intermediateWindow = vtk.vtkRenderWindow()
intermediateWindow.AddRenderer(ren)
#render image
global renImage
renImage = vtk.vtkRenderLargeImage()
renImage.SetInput(ren)
renImage.SetMagnification(magnificationFactor)
#Canny edge detector inspired by
#https://vtk.org/Wiki/VTK/Examples/Cxx/Images/CannyEdgeDetector
#to grayscale
global lumImage
lumImage = vtk.vtkImageLuminance()
lumImage.SetInputConnection(renImage.GetOutputPort())
#to float
global floatImage
floatImage = vtk.vtkImageCast()
floatImage.SetOutputScalarTypeToFloat()
floatImage.SetInputConnection(lumImage.GetOutputPort())
#gaussian convolution
global smoothImage
smoothImage = vtk.vtkImageGaussianSmooth()
smoothImage.SetInputConnection(floatImage.GetOutputPort())
smoothImage.SetDimensionality(2)
smoothImage.SetRadiusFactors(1, 1, 0)
#gradient
global gradientImage
gradientImage = vtk.vtkImageGradient()
gradientImage.SetInputConnection(smoothImage.GetOutputPort())
gradientImage.SetDimensionality(2)
#gradient magnitude
global magnitudeImage
magnitudeImage = vtk.vtkImageMagnitude()
magnitudeImage.SetInputConnection(gradientImage.GetOutputPort())
#non max suppression
global nonmaxSuppr
nonmaxSuppr = vtk.vtkImageNonMaximumSuppression()
nonmaxSuppr.SetDimensionality(2)
#padding
global padImage
padImage = vtk.vtkImageConstantPad()
padImage.SetInputConnection(gradientImage.GetOutputPort())
padImage.SetOutputNumberOfScalarComponents(3)
padImage.SetConstant(0)
#to structured points
global i2sp1
i2sp1 = vtk.vtkImageToStructuredPoints()
i2sp1.SetInputConnection(nonmaxSuppr.GetOutputPort())
#link edges
global linkImage
linkImage = vtk.vtkLinkEdgels()
linkImage.SetInputConnection(i2sp1.GetOutputPort())
linkImage.SetGradientThreshold(2)
#thresholds links
global thresholdEdgels
thresholdEdgels = vtk.vtkThreshold()
thresholdEdgels.SetInputConnection(linkImage.GetOutputPort())
thresholdEdgels.ThresholdByUpper(10)
thresholdEdgels.AllScalarsOff()
#filter
global gf
gf = vtk.vtkGeometryFilter()
gf.SetInputConnection(thresholdEdgels.GetOutputPort())
#to structured points
global i2sp
i2sp = vtk.vtkImageToStructuredPoints()
i2sp.SetInputConnection(magnitudeImage.GetOutputPort())
#subpixel
global spe
spe = vtk.vtkSubPixelPositionEdgels()
spe.SetInputConnection(gf.GetOutputPort())
#stripper
global strip
strip = vtk.vtkStripper()
strip.SetInputConnection(spe.GetOutputPort())
global dsm
dsm = vtk.vtkPolyDataMapper()
dsm.SetInputConnection(strip.GetOutputPort())
dsm.ScalarVisibilityOff()
global planeActor
planeActor = vtk.vtkActor()
planeActor.SetMapper(dsm)
planeActor.GetProperty().SetAmbient(1.0)
planeActor.GetProperty().SetDiffuse(0.0)
global edgeRender
edgeRender = vtk.vtkRenderer()
edgeRender.AddActor(planeActor)
global renderWindow
renderWindow = vtk.vtkRenderWindow()
renderWindow.AddRenderer(edgeRender)
global finalImage
finalImage = vtk.vtkRenderLargeImage()
finalImage.SetMagnification(magnificationFactor)
finalImage.SetInput(edgeRender)
global revImage
revImage = vtk.vtkImageThreshold()
revImage.SetInputConnection(finalImage.GetOutputPort())
revImage.ThresholdByUpper(127)
revImage.ReplaceInOn()
revImage.ReplaceOutOn()
revImage.SetOutValue(255)
revImage.SetInValue(0)
#write image
global imgWriter
imgWriter = vtk.vtkPNGWriter()
imgWriter.SetInputConnection(revImage.GetOutputPort())
imgWriter.SetFileName("test.png")