#!/usr/bin/env python

# This example shows how to align a set of objects together using the
# Procrustes algorithm.  We make three ellipsoids by distorting and
# translating a sphere and then align them together, using the
# different modes of Procrustes alignment: rigid-body, similarity and
# affine.

import vtk

sphere = vtk.vtkSphereSource()

# make two copies of the shape and distort them a little
transform1 = vtk.vtkTransform()
transform1.Translate(0.2, 0.1, 0.3)
transform1.Scale(1.3, 1.1, 0.8)

transform2 = vtk.vtkTransform()
transform2.Translate(0.3, 0.7, 0.1)
transform2.Scale(1.0, 0.1, 1.8)

transformer1 = vtk.vtkTransformPolyDataFilter()
transformer1.SetInputConnection(sphere.GetOutputPort())
transformer1.SetTransform(transform1)

transformer2 = vtk.vtkTransformPolyDataFilter()
transformer2.SetInputConnection(sphere.GetOutputPort())
transformer2.SetTransform(transform2)

# map these three shapes into the first renderer
map1a = vtk.vtkPolyDataMapper()
map1a.SetInputConnection(sphere.GetOutputPort())
Actor1a = vtk.vtkActor()
Actor1a.SetMapper(map1a)
Actor1a.GetProperty().SetDiffuseColor(1.0000, 0.3882, 0.2784)

map1b = vtk.vtkPolyDataMapper()
map1b.SetInputConnection(transformer1.GetOutputPort())
Actor1b = vtk.vtkActor()
Actor1b.SetMapper(map1b)
Actor1b.GetProperty().SetDiffuseColor(0.3882, 1.0000, 0.2784)

map1c = vtk.vtkPolyDataMapper()
map1c.SetInputConnection(transformer2.GetOutputPort())
Actor1c = vtk.vtkActor()
Actor1c.SetMapper(map1c)
Actor1c.GetProperty().SetDiffuseColor(0.3882, 0.2784, 1.0000)

# -- align the shapes using Procrustes (using SetModeToRigidBody) --
procrustes1 = vtk.vtkProcrustesAlignmentFilter()
procrustes1.SetNumberOfInputs(3)
procrustes1.SetInputConnection(0, sphere.GetOutputPort())
procrustes1.SetInputConnection(1, transformer1.GetOutputPort())
procrustes1.SetInputConnection(2, transformer2.GetOutputPort())
procrustes1.GetLandmarkTransform().SetModeToRigidBody()

# map the aligned shapes into the second renderer
map2a = vtk.vtkPolyDataMapper()
map2a.SetInputConnection(procrustes1.GetOutputPort(0))
Actor2a = vtk.vtkActor()
Actor2a.SetMapper(map2a)
Actor2a.GetProperty().SetDiffuseColor(1.0000, 0.3882, 0.2784)

map2b = vtk.vtkPolyDataMapper()
map2b.SetInputConnection(procrustes1.GetOutputPort(1))
Actor2b = vtk.vtkActor()
Actor2b.SetMapper(map2b)
Actor2b.GetProperty().SetDiffuseColor(0.3882, 1.0000, 0.2784)

map2c = vtk.vtkPolyDataMapper()
map2c.SetInputConnection(procrustes1.GetOutputPort(2))
Actor2c = vtk.vtkActor()
Actor2c.SetMapper(map2c)
Actor2c.GetProperty().SetDiffuseColor(0.3882, 0.2784, 1.0000)

# -- align the shapes using Procrustes (using SetModeToSimilarity
# (default)) --
procrustes2 = vtk.vtkProcrustesAlignmentFilter()
procrustes2.SetNumberOfInputs(3)
procrustes2.SetInputConnection(0, sphere.GetOutputPort())
procrustes2.SetInputConnection(1, transformer1.GetOutputPort())
procrustes2.SetInputConnection(2, transformer2.GetOutputPort())

# map the aligned shapes into the third renderer
map3a = vtk.vtkPolyDataMapper()
map3a.SetInputConnection(procrustes2.GetOutputPort(0))
Actor3a = vtk.vtkActor()
Actor3a.SetMapper(map3a)
Actor3a.GetProperty().SetDiffuseColor(1.0000, 0.3882, 0.2784)

map3b = vtk.vtkPolyDataMapper()
map3b.SetInputConnection(procrustes2.GetOutputPort(1))
Actor3b = vtk.vtkActor()
Actor3b.SetMapper(map3b)
Actor3b.GetProperty().SetDiffuseColor(0.3882, 1.0000, 0.2784)

map3c = vtk.vtkPolyDataMapper()
map3c.SetInputConnection(procrustes2.GetOutputPort(2))
Actor3c = vtk.vtkActor()
Actor3c.SetMapper(map3c)
Actor3c.GetProperty().SetDiffuseColor(0.3882, 0.2784, 1.0000)

# -- align the shapes using Procrustes (using SetModeToAffine) --
procrustes3 = vtk.vtkProcrustesAlignmentFilter()
procrustes3.SetNumberOfInputs(3)
procrustes3.SetInputConnection(0, sphere.GetOutputPort())
procrustes3.SetInputConnection(1, transformer1.GetOutputPort())
procrustes3.SetInputConnection(2, transformer2.GetOutputPort())
procrustes3.GetLandmarkTransform().SetModeToAffine()

# map the aligned shapes into the fourth renderer
map4a = vtk.vtkPolyDataMapper()
map4a.SetInputConnection(procrustes3.GetOutputPort(0))
Actor4a = vtk.vtkActor()
Actor4a.SetMapper(map4a)
Actor4a.GetProperty().SetDiffuseColor(1.0000, 0.3882, 0.2784)

map4b = vtk.vtkPolyDataMapper()
map4b.SetInputConnection(procrustes3.GetOutputPort(1))
Actor4b = vtk.vtkActor()
Actor4b.SetMapper(map4b)
Actor4b.GetProperty().SetDiffuseColor(0.3882, 1.0000, 0.2784)

map4c = vtk.vtkPolyDataMapper()
map4c.SetInputConnection(procrustes3.GetOutputPort(2))
Actor4c = vtk.vtkActor()
Actor4c.SetMapper(map4c)
Actor4c.GetProperty().SetDiffuseColor(0.3882, 0.2784, 1.0000)

# Create the RenderWindow and its four Renderers
ren = vtk.vtkRenderer()
ren2 = vtk.vtkRenderer()
ren3 = vtk.vtkRenderer()
ren4 = vtk.vtkRenderer()
renWin = vtk.vtkRenderWindow()
renWin.AddRenderer(ren)
renWin.AddRenderer(ren2)
renWin.AddRenderer(ren3)
renWin.AddRenderer(ren4)
renWin.SetSize(400, 100)
iren = vtk.vtkRenderWindowInteractor()
iren.SetRenderWindow(renWin)

# Add the actors to the renderer
ren.AddActor(Actor1a)
ren.AddActor(Actor1b)
ren.AddActor(Actor1c)

ren2.AddActor(Actor2a)
ren2.AddActor(Actor2b)
ren2.AddActor(Actor2c)

ren3.AddActor(Actor3a)
ren3.AddActor(Actor3b)
ren3.AddActor(Actor3c)

ren4.AddActor(Actor4a)
ren4.AddActor(Actor4b)
ren4.AddActor(Actor4c)

# set the properties of the renderers
ren.SetBackground(1, 1, 1)
ren.SetViewport(0.0, 0.0, 0.25, 1.0)
ren.GetActiveCamera().SetPosition(1, -1, 0)
ren.ResetCamera()

ren2.SetBackground(1, 1, 1)
ren2.SetViewport(0.25, 0.0, 0.5, 1.0)
ren2.GetActiveCamera().SetPosition(1, -1, 0)
ren2.ResetCamera()

ren3.SetBackground(1, 1, 1)
ren3.SetViewport(0.5, 0.0, 0.75, 1.0)
ren3.GetActiveCamera().SetPosition(1, -1, 0)
ren3.ResetCamera()

ren4.SetBackground(1, 1, 1)
ren4.SetViewport(0.75, 0.0, 1.0, 1.0)
ren4.GetActiveCamera().SetPosition(1, -1, 0)
ren4.ResetCamera()

# Render the image and start interaction.
iren.Initialize()
renWin.Render()
iren.Start()