/*========================================================================= * * Copyright Insight Software Consortium * * 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 itkVersorRigid3DTransformOptimizer_h #define itkVersorRigid3DTransformOptimizer_h #include "itkRegularStepGradientDescentOptimizer.h" #include "itkVersor.h" #include "ITKOptimizersExport.h" namespace itk { /** \class VersorRigid3DTransformOptimizer * \brief Implement a gradient descent optimizer for the VersorRigid3DTransform * parameter space. * * VersorRigid3DTransformOptimizer is a variant of the gradient descent * optimizer implmented in RegularStepGradientDescentOptimizer. * * Versors are not in a vector space, for that reason, the classical gradient * descent algorithm has to be modified in order to be applicable to Versors * (unit quaternions) that form the group SO(3). * * The Versor space has only three degrees of freedom, even though Versors are * represented using four values. * * This optimizer assumes that the CostFunction to be optimized has an * itk::Versor and an itk::Vector as parameters. * * \sa RegularStepGradientDescentOptimizer * \sa Versor * \sa VersorRigid3DTransform * * \ingroup Numerics Optimizers * \ingroup ITKOptimizers */ class ITKOptimizers_EXPORT VersorRigid3DTransformOptimizer: public RegularStepGradientDescentBaseOptimizer { public: /** Standard class typedefs. */ typedef VersorRigid3DTransformOptimizer Self; typedef RegularStepGradientDescentBaseOptimizer Superclass; typedef SmartPointer< Self > Pointer; typedef SmartPointer< const Self > ConstPointer; /** Method for creation through the object factory. */ itkNewMacro(Self); /** Run-time type information (and related methods). */ itkTypeMacro(VersorRigid3DTransformOptimizer, RegularStepGradientDescentBaseOptimizer); /** This class is specialized for 3D */ itkStaticConstMacro(SpaceDimension, unsigned int, 6); /** Versor Type */ typedef Versor< double > VersorType; typedef VersorType::VectorType VectorType; /** Advance one step following the gradient direction. */ virtual void StepAlongGradient(double factor, const DerivativeType & transformedGradient) ITK_OVERRIDE; protected: VersorRigid3DTransformOptimizer() {} virtual ~VersorRigid3DTransformOptimizer() ITK_OVERRIDE {} private: ITK_DISALLOW_COPY_AND_ASSIGN(VersorRigid3DTransformOptimizer); }; } // end namespace itk #endif