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/*=========================================================================
*
* Copyright UMC Utrecht and contributors
*
* 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.
*
*=========================================================================*/
#ifndef elxEulerTransform_hxx
#define elxEulerTransform_hxx
#include "elxEulerTransform.h"
#include "itkImageGridSampler.h"
#include "itkContinuousIndex.h"
namespace elastix
{
/**
* ********************* Constructor ****************************
*/
template <class TElastix>
EulerTransformElastix<TElastix>::EulerTransformElastix()
{
this->SetCurrentTransform(this->m_EulerTransform);
} // end Constructor
/**
* ******************* BeforeRegistration ***********************
*/
template <class TElastix>
void
EulerTransformElastix<TElastix>::BeforeRegistration()
{
/** Set center of rotation and initial translation. */
this->InitializeTransform();
/** Set the scales. */
this->SetScales();
} // end BeforeRegistration()
/**
* ************************* ReadFromFile ************************
*/
template <class TElastix>
void
EulerTransformElastix<TElastix>::ReadFromFile()
{
if (!this->HasITKTransformParameters())
{
/** Variables. */
InputPointType centerOfRotationPoint{};
/** Try first to read the CenterOfRotationPoint from the
* transform parameter file, this is the new, and preferred
* way, since elastix 3.402.
*/
const bool pointRead = this->ReadCenterOfRotationPoint(centerOfRotationPoint);
if (!pointRead)
{
log::error("ERROR: No center of rotation is specified in the transform parameter file");
itkExceptionMacro("Transform parameter file is corrupt.")
}
/** Set the center in this Transform. */
this->m_EulerTransform->SetCenter(centerOfRotationPoint);
/** Read the ComputeZYX. */
if constexpr (SpaceDimension == 3)
{
std::string computeZYX = "false";
this->m_Configuration->ReadParameter(computeZYX, "ComputeZYX", 0);
if (computeZYX == "true")
{
this->m_EulerTransform->SetComputeZYX(true);
}
}
}
/** Call the ReadFromFile from the TransformBase.
* BE AWARE: Only call Superclass2::ReadFromFile() after CenterOfRotation
* is set, because it is used in the SetParameters()-function of this transform.
*/
this->Superclass2::ReadFromFile();
} // end ReadFromFile()
/**
* ************************* CreateDerivedTransformParameterMap ************************
*/
template <class TElastix>
auto
EulerTransformElastix<TElastix>::CreateDerivedTransformParameterMap() const -> ParameterMapType
{
ParameterMapType parameterMap{ { "CenterOfRotationPoint",
Conversion::ToVectorOfStrings(m_EulerTransform->GetCenter()) } };
/** Write the ComputeZYX to file. */
if constexpr (SpaceDimension == 3)
{
parameterMap["ComputeZYX"] = { Conversion::ToString(m_EulerTransform->GetComputeZYX()) };
}
return parameterMap;
} // end CreateDerivedTransformParameterMap()
/**
* ************************* InitializeTransform *********************
*/
template <class TElastix>
void
EulerTransformElastix<TElastix>::InitializeTransform()
{
/** Set all parameters to zero (no rotations, no translation). */
this->m_EulerTransform->SetIdentity();
/** Try to read CenterOfRotationIndex from parameter file,
* which is the rotationPoint, expressed in index-values.
*/
IndexType centerOfRotationIndex;
InputPointType centerOfRotationPoint;
bool centerGivenAsIndex = true;
bool centerGivenAsPoint = true;
for (unsigned int i = 0; i < SpaceDimension; ++i)
{
/** Initialize. */
centerOfRotationIndex[i] = 0;
centerOfRotationPoint[i] = 0.0;
/** Check COR index: Returns zero when parameter was in the parameter file. */
bool foundI = this->m_Configuration->ReadParameter(centerOfRotationIndex[i], "CenterOfRotation", i, false);
if (!foundI)
{
centerGivenAsIndex = false;
}
/** Check COR point: Returns zero when parameter was in the parameter file. */
bool foundP = this->m_Configuration->ReadParameter(centerOfRotationPoint[i], "CenterOfRotationPoint", i, false);
if (!foundP)
{
centerGivenAsPoint = false;
}
} // end loop over SpaceDimension
/** Check if CenterOfRotation has index-values within image. */
bool CORIndexInImage = true;
bool CORPointInImage = true;
if (centerGivenAsIndex)
{
CORIndexInImage = this->m_Registration->GetAsITKBaseType()->GetFixedImage()->GetLargestPossibleRegion().IsInside(
centerOfRotationIndex);
}
if (centerGivenAsPoint)
{
using ContinuousIndexType = itk::ContinuousIndex<double, SpaceDimension>;
ContinuousIndexType cindex;
CORPointInImage =
this->m_Registration->GetAsITKBaseType()->GetFixedImage()->TransformPhysicalPointToContinuousIndex(
centerOfRotationPoint, cindex);
}
/** Give a warning if necessary. */
if (!CORIndexInImage && centerGivenAsIndex)
{
log::warn("WARNING: Center of Rotation (index) is not within image boundaries!");
}
/** Give a warning if necessary. */
if (!CORPointInImage && centerGivenAsPoint && !centerGivenAsIndex)
{
log::warn("WARNING: Center of Rotation (point) is not within image boundaries!");
}
/** Check if user wants automatic transform initialization; false by default.
* If an initial transform is given, automatic transform initialization is
* not possible.
*/
bool automaticTransformInitialization = false;
bool tmpBool = false;
this->m_Configuration->ReadParameter(tmpBool, "AutomaticTransformInitialization", 0);
if (tmpBool && this->Superclass1::GetInitialTransform() == nullptr)
{
automaticTransformInitialization = true;
}
/**
* Run the itkTransformInitializer if:
* - No center of rotation was given, or
* - The user asked for AutomaticTransformInitialization
*/
bool centerGiven = centerGivenAsIndex || centerGivenAsPoint;
if (!centerGiven || automaticTransformInitialization)
{
/** Use the TransformInitializer to determine a center of
* of rotation and an initial translation.
*/
TransformInitializerPointer transformInitializer = TransformInitializerType::New();
transformInitializer->SetFixedImage(this->m_Registration->GetAsITKBaseType()->GetFixedImage());
transformInitializer->SetMovingImage(this->m_Registration->GetAsITKBaseType()->GetMovingImage());
transformInitializer->SetTransform(this->m_EulerTransform);
/** Select the method of initialization. Default: "GeometricalCenter". */
transformInitializer->GeometryOn();
std::string method = "GeometricalCenter";
this->m_Configuration->ReadParameter(method, "AutomaticTransformInitializationMethod", 0);
if (method == "CenterOfGravity")
{
transformInitializer->MomentsOn();
}
transformInitializer->InitializeTransform();
}
/** Set the translation to zero, if no AutomaticTransformInitialization
* was desired.
*/
if (!automaticTransformInitialization)
{
OutputVectorType noTranslation{};
this->m_EulerTransform->SetTranslation(noTranslation);
}
/** Set the center of rotation if it was entered by the user. */
if (centerGiven)
{
if (centerGivenAsIndex)
{
/** Convert from index-value to physical-point-value. */
this->m_Registration->GetAsITKBaseType()->GetFixedImage()->TransformIndexToPhysicalPoint(centerOfRotationIndex,
centerOfRotationPoint);
}
this->m_EulerTransform->SetCenter(centerOfRotationPoint);
}
/** Apply the initial transform to the center of rotation, if
* composition is used to combine the initial transform with the
* the current (euler) transform.
*/
if (const auto * const initialTransform = this->Superclass1::GetInitialTransform();
initialTransform != nullptr && this->GetUseComposition())
{
InputPointType transformedCenterOfRotationPoint =
initialTransform->TransformPoint(this->m_EulerTransform->GetCenter());
this->m_EulerTransform->SetCenter(transformedCenterOfRotationPoint);
}
/** Set the initial parameters in this->m_Registration. */
this->m_Registration->GetAsITKBaseType()->SetInitialTransformParameters(this->GetParameters());
/** Give feedback. */
// \todo: should perhaps also print fixed parameters
log::info(std::ostringstream{} << "Transform parameters are initialized as: " << this->GetParameters());
} // end InitializeTransform()
/**
* ************************* SetScales *********************
*/
template <class TElastix>
void
EulerTransformElastix<TElastix>::SetScales()
{
/** Create the new scales. */
const NumberOfParametersType numberOfParameters = this->GetNumberOfParameters();
ScalesType newscales(numberOfParameters, 1.0);
/** Check if automatic scales estimation is desired. */
bool automaticScalesEstimation = false;
this->m_Configuration->ReadParameter(automaticScalesEstimation, "AutomaticScalesEstimation", 0);
if (automaticScalesEstimation)
{
log::info("Scales are estimated automatically.");
this->AutomaticScalesEstimation(newscales);
}
else
{
/** Here is an heuristic rule for estimating good values for
* the rotation/translation scales.
*
* 1) Estimate the bounding box of your points (in physical units).
* 2) Take the 3D Diagonal of that bounding box
* 3) Multiply that by 10.0.
* 4) use 1.0 /[ value from (3) ] as the translation scaling value.
* 5) use 1.0 as the rotation scaling value.
*
* With this operation you bring the translation units
* to the range of rotations (e.g. around -1 to 1).
* After that, all your registration parameters are
* in the relaxed range of -1:1. At that point you
* can start setting your optimizer with step lengths
* in the ranges of 0.001 if you are conservative, or
* in the range of 0.1 if you want to live dangerously.
* (0.1 radians is about 5.7 degrees).
*
* This heuristic rule is based on the naive assumption
* that your registration may require translations as
* large as 1/10 of the diagonal of the bounding box.
*/
const double defaultScalingvalue = 100000.0;
/** If the Dimension is 3, the first 3 parameters represent rotations.
* If the Dimension is 2, only the first parameter represent a rotation.
*/
unsigned int RotationPart = 3;
if constexpr (SpaceDimension == 2)
{
RotationPart = 1;
}
/** this->m_Configuration->ReadParameter() returns 0 if there is a value given
* in the parameter-file, and returns 1 if there is no value given in the
* parameter-file.
* Check which option is used:
* - Nothing given in the parameter-file: rotations are scaled by the default
* value 100000.0
* - Only one scale given in the parameter-file: rotations are scaled by this
* value.
* - All scales are given in the parameter-file: each parameter is assigned its
* own scale.
*/
std::size_t count = this->m_Configuration->CountNumberOfParameterEntries("Scales");
/** Check which of the above options is used. */
if (count == 0)
{
/** In this case the first option is used. */
for (unsigned int i = 0; i < RotationPart; ++i)
{
newscales[i] = defaultScalingvalue;
}
}
else if (count == 1)
{
/** In this case the second option is used. */
double scale = defaultScalingvalue;
this->m_Configuration->ReadParameter(scale, "Scales", 0);
for (unsigned int i = 0; i < RotationPart; ++i)
{
newscales[i] = scale;
}
}
else if (count == numberOfParameters)
{
/** In this case the third option is used. */
for (unsigned int i = 0; i < numberOfParameters; ++i)
{
this->m_Configuration->ReadParameter(newscales[i], "Scales", i);
}
}
else
{
/** In this case an error is made in the parameter-file.
* An error is thrown, because using erroneous scales in the optimizer
* can give unpredictable results.
*/
itkExceptionMacro("ERROR: The Scales-option in the parameter-file has not been set properly.");
}
} // end else: no automaticScalesEstimation
log::info(std::ostringstream{} << "Scales for transform parameters are: " << newscales);
/** Set the scales into the optimizer. */
this->m_Registration->GetAsITKBaseType()->GetModifiableOptimizer()->SetScales(newscales);
} // end SetScales()
/**
* ******************** ReadCenterOfRotationPoint *********************
*/
template <class TElastix>
bool
EulerTransformElastix<TElastix>::ReadCenterOfRotationPoint(InputPointType & rotationPoint) const
{
/** Try to read CenterOfRotationPoint from the transform parameter
* file, which is the rotationPoint, expressed in world coordinates.
*/
InputPointType centerOfRotationPoint;
bool centerGivenAsPoint = true;
for (unsigned int i = 0; i < SpaceDimension; ++i)
{
centerOfRotationPoint[i] = 0;
/** Returns zero when parameter was in the parameter file */
bool found = this->m_Configuration->ReadParameter(centerOfRotationPoint[i], "CenterOfRotationPoint", i, false);
if (!found)
{
centerGivenAsPoint = false;
}
}
if (!centerGivenAsPoint)
{
return false;
}
/** Copy the temporary variable into the output of this function,
* if everything went ok.
*/
rotationPoint = centerOfRotationPoint;
/** Successfully read centerOfRotation as Point. */
return true;
} // end ReadCenterOfRotationPoint()
} // end namespace elastix
#endif // end #ifndef elxEulerTransform_hxx
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