/*========================================================================= * * 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 itkHuangThresholdCalculator_h #define itkHuangThresholdCalculator_h #include "itkHistogramThresholdCalculator.h" namespace itk { /** * \class HuangThresholdCalculator * \brief Computes the Huang's threshold for an image. * * This calculator computes the Huang's fuzzy threshold which separates an image * into foreground and background components. Uses Shannon's entropy * function (one can also use Yager's entropy function) * Huang L.-K. and Wang M.-J.J. (1995) "Image Thresholding by Minimizing * the Measures of Fuzziness" Pattern Recognition, 28(1): 41-51 * Reimplemented (to handle 16-bit efficiently) by Johannes Schindelin Jan 31, 2011 * * This class is templated over the input histogram type. * \warning This calculator assumes that the input histogram has only one dimension. * * \author Richard Beare. Department of Medicine, Monash University, * Melbourne, Australia. * \author Gaetan Lehmann. Biologie du Developpement et de la Reproduction, INRA de Jouy-en-Josas, France. * * This implementation was taken from the Insight Journal paper: * https://www.insight-journal.org/browse/publication/811 * * \ingroup Operators * \ingroup ITKThresholding */ template class ITK_TEMPLATE_EXPORT HuangThresholdCalculator : public HistogramThresholdCalculator { public: ITK_DISALLOW_COPY_AND_MOVE(HuangThresholdCalculator); /** Standard class type aliases. */ using Self = HuangThresholdCalculator; using Superclass = HistogramThresholdCalculator; using Pointer = SmartPointer; using ConstPointer = SmartPointer; /** Method for creation through the object factory. */ itkNewMacro(Self); /** \see LightObject::GetNameOfClass() */ itkOverrideGetNameOfClassMacro(HuangThresholdCalculator); /** Type definition for the input image. */ using HistogramType = THistogram; using OutputType = TOutput; protected: HuangThresholdCalculator() { m_FirstBin = 0; m_LastBin = 0; m_Size = 0; } ~HuangThresholdCalculator() override = default; void GenerateData() override; void PrintSelf(std::ostream & os, Indent indent) const override; using TotalAbsoluteFrequencyType = typename HistogramType::TotalAbsoluteFrequencyType; using AbsoluteFrequencyType = typename HistogramType::AbsoluteFrequencyType; using InstanceIdentifier = typename HistogramType::InstanceIdentifier; using SizeValueType = typename HistogramType::SizeValueType; using MeasurementType = typename HistogramType::MeasurementType; private: InstanceIdentifier m_FirstBin{}; InstanceIdentifier m_LastBin{}; SizeValueType m_Size{}; }; } // end namespace itk #ifndef ITK_MANUAL_INSTANTIATION # include "itkHuangThresholdCalculator.hxx" #endif #endif