itkGPUDiscreteGaussianImageFilter.h

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/*=========================================================================
 *
 *  Copyright NumFOCUS
 *
 *  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
 *
 *         https://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 itkGPUDiscreteGaussianImageFilter_h
#define itkGPUDiscreteGaussianImageFilter_h
 
#include "itkGPUImage.h"
#include "itkGPUImageToImageFilter.h"
#include "itkGPUNeighborhoodOperatorImageFilter.h"
#include "itkDiscreteGaussianImageFilter.h"
 
namespace itk
{
 
template <typename TInputImage, typename TOutputImage>
class ITK_TEMPLATE_EXPORT GPUDiscreteGaussianImageFilter
  : public GPUImageToImageFilter<TInputImage, TOutputImage, DiscreteGaussianImageFilter<TInputImage, TOutputImage>>
{
public:
  ITK_DISALLOW_COPY_AND_MOVE(GPUDiscreteGaussianImageFilter);

  using Self = GPUDiscreteGaussianImageFilter;
  using CPUSuperclass = DiscreteGaussianImageFilter<TInputImage, TOutputImage>;
  using GPUSuperclass = GPUImageToImageFilter<TInputImage, TOutputImage, CPUSuperclass>;
  using Pointer = SmartPointer<Self>;
  using ConstPointer = SmartPointer<const Self>;

  itkNewMacro(Self);

  itkOverrideGetNameOfClassMacro(GPUDiscreteGaussianImageFilter);

  using InputImageType = TInputImage;
  using OutputImageType = TOutputImage;

  static constexpr unsigned int ImageDimension = TOutputImage::ImageDimension;

  using OutputPixelType = typename TOutputImage::PixelType;
  using OutputInternalPixelType = typename TOutputImage::InternalPixelType;
  using InputPixelType = typename TInputImage::PixelType;
  using InputInternalPixelType = typename TInputImage::InternalPixelType;

  using InputPixelValueType = typename NumericTraits<InputPixelType>::ValueType;
  using OutputPixelValueType = typename NumericTraits<OutputPixelType>::ValueType;
 
  using RealOutputPixelType = OutputPixelType;
  using RealOutputImageType = GPUImage<OutputPixelType, ImageDimension>;
  using RealOutputPixelValueType = typename NumericTraits<RealOutputPixelType>::ValueType;
  using FirstFilterType =
    GPUNeighborhoodOperatorImageFilter<InputImageType, RealOutputImageType, RealOutputPixelValueType>;
  using IntermediateFilterType =
    GPUNeighborhoodOperatorImageFilter<RealOutputImageType, RealOutputImageType, RealOutputPixelValueType>;
  using LastFilterType =
    GPUNeighborhoodOperatorImageFilter<RealOutputImageType, OutputImageType, RealOutputPixelValueType>;
  using SingleFilterType =
    GPUNeighborhoodOperatorImageFilter<InputImageType, OutputImageType, RealOutputPixelValueType>;
 
  void
  GenerateInputRequestedRegion() override;
 
protected:
  GPUDiscreteGaussianImageFilter();
  ~GPUDiscreteGaussianImageFilter() override = default;
 
  void
  PrintSelf(std::ostream & os, Indent indent) const override;

  void
  GPUGenerateData() override;
 
private:
  typename FirstFilterType::Pointer                     m_FirstFilter{};
  typename LastFilterType::Pointer                      m_LastFilter{};
  std::vector<typename IntermediateFilterType::Pointer> m_IntermediateFilters{};
  typename SingleFilterType::Pointer                    m_SingleFilter{};
};
} // end namespace itk
 
#ifndef ITK_MANUAL_INSTANTIATION
#  include "itkGPUDiscreteGaussianImageFilter.hxx"
#endif
 
#endif