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/*
* Copyright (C) 2005-2022 Centre National d'Etudes Spatiales (CNES)
*
* This file is part of Orfeo Toolbox
*
* https://www.orfeo-toolbox.org/
*
* 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
*
* 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 otbDifferenceImageFilter_h
#define otbDifferenceImageFilter_h
#include "otbPersistentImageFilter.h"
#include "itkNumericTraits.h"
#include "itkArray.h"
namespace otb
{
/** \class DifferenceImageFilter
* \brief Implements comparison between two images.
*
* This filter is used by the testing system to compute the difference between
* a valid image and an image produced by the test. The comparison value is
* computed by visiting all the pixels in the baseline images and comparing
* their values with the pixel values in the neighborhood of the homologous
* pixel in the other image.
*
* \ingroup IntensityImageFilters Multithreaded
*
* \ingroup OTBTestKernel
*/
template <class TInputImage, class TOutputImage>
class ITK_EXPORT DifferenceImageFilter : public otb::PersistentImageFilter <TInputImage, TOutputImage>
{
public:
/** Standard class typedefs. */
typedef DifferenceImageFilter Self;
typedef itk::ImageToImageFilter<TInputImage, TOutputImage> Superclass;
typedef itk::SmartPointer<Self> Pointer;
typedef itk::SmartPointer<const Self> ConstPointer;
/** Method for creation through the object factory. */
itkNewMacro(Self);
/** Run-time type information (and related methods). */
itkTypeMacro(DifferenceImageFilter, ImageToImageFilter);
/** Some convenient typedefs. */
typedef TInputImage InputImageType;
typedef TOutputImage OutputImageType;
typedef typename OutputImageType::PixelType OutputPixelType;
typedef typename OutputImageType::RegionType OutputImageRegionType;
typedef typename itk::NumericTraits<OutputPixelType>::RealType RealType;
typedef typename itk::NumericTraits<RealType>::AccumulateType AccumulateType;
typedef typename itk::NumericTraits<OutputPixelType>::ScalarRealType ScalarRealType;
/** Set the valid image input. This will be input 0. */
virtual void SetValidInput(const InputImageType* validImage);
/** Set the test image input. This will be input 1. */
virtual void SetTestInput(const InputImageType* testImage);
/** Set/Get the maximum distance away to look for a matching pixel.
Default is 0. */
itkSetMacro(ToleranceRadius, int);
itkGetMacro(ToleranceRadius, int);
/** Set/Get the minimum threshold for pixels to be different (relative).
Default is 0. */
itkSetMacro(DifferenceThreshold, ScalarRealType);
itkGetMacro(DifferenceThreshold, ScalarRealType);
/** Get parameters of the difference image after execution. */
itkGetMacro(MeanDifference, RealType);
itkGetMacro(TotalDifference, AccumulateType);
itkGetMacro(NumberOfPixelsWithDifferences, unsigned long);
void Synthetize(void) override;
void Reset(void) override;
protected:
DifferenceImageFilter();
~DifferenceImageFilter() = default;
void PrintSelf(std::ostream& os, itk::Indent indent) const override;
/** DifferenceImageFilter can be implemented as a multithreaded
* filter. Therefore, this implementation provides a
* ThreadedGenerateData() routine which is called for each
* processing thread. The output image data is allocated
* automatically by the superclass prior to calling
* ThreadedGenerateData(). ThreadedGenerateData can only write to
* the portion of the output image specified by the parameter
* "outputRegionForThread"
*
* \sa ImageToImageFilter::ThreadedGenerateData(),
* ImageToImageFilter::GenerateData() */
void ThreadedGenerateData(const OutputImageRegionType& threadRegion, itk::ThreadIdType threadId) override;
void GenerateOutputInformation() override;
ScalarRealType m_DifferenceThreshold;
RealType m_MeanDifference;
AccumulateType m_TotalDifference;
unsigned long m_NumberOfPixelsWithDifferences;
int m_ToleranceRadius;
std::vector<AccumulateType> m_ThreadDifferenceSum;
itk::Array<unsigned long> m_ThreadNumberOfPixels;
private:
DifferenceImageFilter(const Self&) = delete;
void operator=(const Self&) = delete;
};
} // end namespace otb
#ifndef OTB_MANUAL_INSTANTIATION
#include "otbDifferenceImageFilter.hxx"
#endif
#endif
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