dlrComputerVision/utilities.h

Go to the documentation of this file.

#ifndef _DLRCOMPUTERVISION_UTILITIES_H_
#define _DLRCOMPUTERVISION_UTILITIES_H_

#include <dlrComputerVision/colorspaceConverter.h>
#include <dlrComputerVision/image.h>

namespace dlr {

  namespace computerVision {
    
    template<ImageFormat FORMAT>
    bool
    associateColorComponents(
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>& inputArray,
      Image<FORMAT>& outputImage);


    template<ImageFormat FORMAT>
    Image<FORMAT>
    associateColorComponents(
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>& inputArray);


    template<ImageFormat OUTPUT_FORMAT, ImageFormat INPUT_FORMAT>
    Image<OUTPUT_FORMAT>
    convertColorspace(const Image<INPUT_FORMAT>& inputImage);


    template<ImageFormat FORMAT>
    bool
    dissociateColorComponents(
      Image<FORMAT>& inputImage,
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>& outputArray);


    template<ImageFormat FORMAT>
    Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>
    dissociateColorComponents(Image<FORMAT>& inputImage);


    template<ImageFormat Format>
    Image<Format>
    subsample(const Image<Format>& inputImage,
              size_t rowStep = 2,
              size_t columnStep = 2);


#if 0

    template<ImageFormat InputFormat,
             ImageFormat OutputFormat,
             ImageFormat IntermediateFormat>
    Image<OutputFormat>
    supersample(const Image<InputFormat>& inputImage,
                typename ImageFormatTraits<OutputFormat>::PixelType,
                typename ImageFormatTraits<IntermediateFormat>::PixelType);
#endif
  
    
    template <class Type, ImageFormat FORMAT>
    Array2D<Type>
    toArray(const Image<FORMAT>& inputImage);

  } // namespace computerVision    

} // namespace dlr


/* ============ Definitions of inline & template functions ============ */


namespace dlr {

  namespace computerVision {

    namespace privateCode {

      // This function simplifies template specialization of
      // associateColorComponents, which makes things easier on the
      // compiler.
      template<ImageFormat Format, class ComponentType>
      inline bool
      associateColorComponents(
        Array2D<ComponentType>& inputArray,
        Image<Format>& outputImage)
      {
        // Some typedefs for notational convenience.
        typedef typename ImageFormatTraits<Format>::PixelType PixelType;
        typedef typename Image<Format>::iterator ImageIterator;
        typedef typename Array2D<ComponentType>::iterator ArrayIterator;
      
        // Argument checking.
        if(inputArray.columns()
           % ImageFormatTraits<Format>::getNumberOfComponents()
           != 0) {
          DLR_THROW(ValueException, "associateColorComponents()",
                    "Input image must have a number of columns which is "
                    "evenly divisible by the number of color components.");
        }

        // Calculate output image width.
        size_t numberOfOutputColumns = inputArray.columns()
          / ImageFormatTraits<Format>::getNumberOfComponents();

        bool returnValue;
        if(PixelType::isContiguous()) {
          // Build the output image.
          outputImage = Image<Format>(
            inputArray.rows(), numberOfOutputColumns,
            reinterpret_cast<PixelType*>(inputArray.data()));
          returnValue = true;
        } else {
          if(outputImage.rows() != inputArray.rows()
             || outputImage.columns() != numberOfOutputColumns) {
            outputImage = Image<Format>(
              inputArray.rows(), numberOfOutputColumns);
          }
          ArrayIterator arrayIterator = inputArray.begin();
          for(ImageIterator imageIterator = outputImage.begin();
              imageIterator != outputImage.end(); ++imageIterator) {
            imageIterator->copyFromIterator(arrayIterator);
            ++imageIterator;
          }
          returnValue = false;
        }
        return returnValue;
      }

  
      // Explicit specializations of
      // privateCode::associateColorComponents() are needed for those
      // image formats which use builtin types as pixels.
      template<>
      inline bool
      associateColorComponents(
        Array2D<bool>& inputArray,
        Image<GRAY1>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }


      template<>
      inline bool
      associateColorComponents(Array2D<UnsignedInt8>& inputArray,
                               Image<GRAY8>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

    
      template<>
      inline bool
      associateColorComponents(Array2D<UnsignedInt16>& inputArray,
                               Image<GRAY16>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

    
      template<>
      inline bool
      associateColorComponents(Array2D<UnsignedInt32>& inputArray,
                               Image<GRAY32>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

    
      template<>
      inline bool
      associateColorComponents(Array2D<Int16>& inputArray,
                               Image<GRAY_SIGNED16>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

    
      template<>
      inline bool
      associateColorComponents(Array2D<Int32>& inputArray,
                               Image<GRAY_SIGNED32>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

    
      template<>
      inline bool
      associateColorComponents(Array2D<Float32>& inputArray,
                               Image<GRAY_FLOAT32>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

    
      template<>
      inline bool
      associateColorComponents(Array2D<Float64>& inputArray,
                               Image<GRAY_FLOAT64>& outputImage)
      {
        outputImage = inputArray;
        return true;
      }

      // This function returns by reference an array which either shares
      // or copies the data from the input image.
      template<ImageFormat Format, class ComponentType>
      inline bool
      dissociateColorComponents(
        Image<Format>& inputImage,
        Array2D<ComponentType>& outputArray)
      {
        // Some typedefs for notational convenience.
        typedef typename ImageFormatTraits<Format>::PixelType PixelType;
        typedef typename Image<Format>::iterator ImageIterator;
        typedef typename Array2D<ComponentType>::iterator ArrayIterator;

        // Calculate output array width.
        size_t numberOfOutputColumns = inputImage.columns()
          * ImageFormatTraits<Format>::getNumberOfComponents();
    
        // Now build the output array.
        bool returnValue;
        if(PixelType::isContiguous()) {
          outputArray = Array2D<ComponentType>(
            inputImage.rows(), numberOfOutputColumns,
            reinterpret_cast<ComponentType*>(inputImage.data()));
          returnValue = true;
        } else {
          if(outputArray.rows() != inputImage.rows()
             || outputArray.columns() != numberOfOutputColumns) {
            outputArray = Array2D<ComponentType>(
              inputImage.rows(), numberOfOutputColumns);
          }
          ArrayIterator arrayIterator = outputArray.begin();
          for(ImageIterator imageIterator = inputImage.begin();
              imageIterator != inputImage.end(); ++imageIterator) {
            imageIterator->copyToIterator(arrayIterator);
            ++imageIterator;
          }
          returnValue = false;
        }
        return returnValue;
      }
  
  
      // Explicit specializations of dissociateColorComponents() are needed
      // for those image formats which use builtin types as pixels.
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY1>& inputImage,
                                Array2D<bool>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY8>& inputImage,
                                Array2D<UnsignedInt8>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY16>& inputImage,
                                Array2D<UnsignedInt16>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY32>& inputImage,
                                Array2D<UnsignedInt32>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY_SIGNED16>& inputImage,
                                Array2D<Int16>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY_SIGNED32>& inputImage,
                                Array2D<Int32>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY_FLOAT32>& inputImage,
                                Array2D<Float32>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    
      template<>
      inline bool
      dissociateColorComponents(Image<GRAY_FLOAT64>& inputImage,
                                Array2D<Float64>& outputArray)
      {
        outputArray = inputImage;
        return true;
      }

    } // namespace privateCode


    // This function returns by reference an image which either shares
    // or copies the data from the input array.
    template<ImageFormat FORMAT>
    bool
    associateColorComponents(
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>& inputArray,
      Image<FORMAT>& outputImage)
    {
      return privateCode::associateColorComponents(inputArray, outputImage);
    }

    
    // This deprecated function tries to return an Image which
    // references the same memory as the input array, but in which each
    // pixel is the aggregate of the appropriate number of elements from
    // the array.  If it is not possible to do so, then this function
    template<ImageFormat FORMAT>
    Image<FORMAT>
    associateColorComponents(
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>& inputArray)
    {
      typedef typename ImageFormatTraits<FORMAT>::PixelType PixelType;
      if(!PixelType::isContiguous()) {
        DLR_THROW(dlr::LogicException, "associateColorComponents()",
                  "The deprecated single-argument version of "
                  "associateColorComponents() can only be use with "
                  "contiguous pixel types.");
      }

      Image<FORMAT> outputImage;
      associateColorComponents(inputArray, outputImage);
      return outputImage;
    }


    // This function takes an image in one colorspace and generates a
    // corresponding image in a second colorspace.
    template<ImageFormat OUTPUT_FORMAT, ImageFormat INPUT_FORMAT>
    Image<OUTPUT_FORMAT>
    convertColorspace(const Image<INPUT_FORMAT>& inputImage)
    {
      Image<OUTPUT_FORMAT> outputImage(
        inputImage.rows(), inputImage.columns());
      ColorspaceConverter<INPUT_FORMAT, OUTPUT_FORMAT> converter;
      std::transform(inputImage.begin(), inputImage.end(),
                     outputImage.begin(), converter);
      return outputImage;
    }


    // This function returns by reference an array which either shares
    // or copies the data from the input image.
    template<ImageFormat FORMAT>
    bool
    dissociateColorComponents(
      Image<FORMAT>& inputImage,
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>& outputArray)
    {
      return privateCode::dissociateColorComponents(inputImage, outputArray);
    }
  

    // This deprecated function tries to return an Array2D which
    // references the same memory as the input image, but in which each
    // pixel has been "flattened" so that the returned array has a
    // separate element for each color component of each pixel.  If it
    template<ImageFormat FORMAT>
    Array2D<typename ImageFormatTraits<FORMAT>::ComponentType>
    dissociateColorComponents(Image<FORMAT>& inputImage)
    {
      typedef typename ImageFormatTraits<FORMAT>::PixelType PixelType;
      if(!PixelType::isContiguous()) {
        DLR_THROW(dlr::LogicException, "dissociateColorComponents()",
                  "The deprecated single-argument version of "
                  "dissociateColorComponents() can only be use with "
                  "contiguous pixel types.");
      }
      Array2D<typename ImageFormatTraits<FORMAT>::ComponentType> outputArray;
      dissociateColorComponents(inputImage, outputArray);
      return outputArray;
    }

  
    // This function subsamples its input to create a new, smaller
    // image.
    template<ImageFormat Format>
    Image<Format>
    subsample(const Image<Format>& inputImage,
              size_t rowStep,
              size_t columnStep)
    {
      Image<Format> outputImage(inputImage.rows() / rowStep,
                                inputImage.columns() / columnStep);
      for(size_t outputRowIndex = 0; outputRowIndex < outputImage.rows();
          ++outputRowIndex) {
        Array1D<typename Image<Format>::PixelType> inputRow =
          inputImage.row(rowStep * outputRowIndex);
        Array1D<typename Image<Format>::PixelType> outputRow =
          outputImage.row(outputRowIndex);
        size_t inputColumnIndex = 0;
        for(size_t outputColumnIndex = 0;
            outputColumnIndex < outputImage.columns();
            ++outputColumnIndex) {
          outputRow[outputColumnIndex] = inputRow[inputColumnIndex];
          inputColumnIndex += columnStep;
        }
      }
      return outputImage;
    }


#if 0
    // This function interpolates its input to create a new, larger
    // image.
    template<ImageFormat InputFormat,
             ImageFormat OutputFormat,
             ImageFormat IntermediateFormat>
    Image<OutputFormat>
    supersample(const Image<InputFormat>& inputImage,
                typename ImageFormatTraits<OutputFormat>::PixelType,
                typename ImageFormatTraits<IntermediateFormat>::PixelType)
    {
      Image<OutputFormat> outputImage(inputImage.rows() * 2,
                                      inputImage.columns() * 2);
      for(size_t inputRowIndex = 0; inputRowIndex < inputImage.rows();
          ++inputRowIndex) {
        Array1D<typename Image<InputFormat>::PixelType> inputRow0 =
          inputImage.row(inputRowIndex);
        Array1D<typename Image<InputFormat>::PixelType> inputRow1 =
          inputImage.row(inputRowIndex + 1);
        Array1D<typename Image<OutputFormat>::PixelType> outputRow0 =
          outputImage.row(2 * inputRowIndex);
        Array1D<typename Image<OutputFormat>::PixelType> outputRow1 =
          outputImage.row(2 * inputRowIndex + 1);
        size_t outputColumnIndex = 0;
        for(size_t inputColumnIndex = 0;
            inputColumnIndex < inputImage.columns();
            ++inputColumnIndex) {
          typename ImageFormatTraits<IntermediateFormat>::PixelType tempPixel;
        
          outputRow0[outputColumnIndex] = inputRow0[inputColumnIndex];
        
          tempPixel = inputRow0[inputColumnIndex];
          tempPixel += inputRow0[inputColumnIndex + 1];
          tempPixel /= 2;
          outputRow0[outputColumnIndex + 1] = tempPixel;

          tempPixel = inputRow0[inputColumnIndex];
          tempPixel += inputRow1[inputColumnIndex];
          tempPixel /= 2;
          outputRow1[outputColumnIndex] = tempPixel;

          tempPixel = inputRow0[inputColumnIndex];
          tempPixel += inputRow0[inputColumnIndex + 1];
          tempPixel += inputRow1[inputColumnIndex];
          tempPixel += inputRow1[inputColumnIndex + 1];
          tempPixel /= 4;
          outputRow1[outputColumnIndex + 1] = tempPixel;

          outputColumnIndex += 2;
        }
      }
      return outputImage;
    }
#endif
  

    // This function creates a new array and copies into it the pixel
    // data from the input image.
    template <class Type, ImageFormat FORMAT>
    Array2D<Type>
    toArray(const Image<FORMAT>& inputImage)
    {
      // A typedef for notational convenience.
      typedef typename ImageFormatTraits<FORMAT>::ComponentType ComponentType;

      size_t numberOfOutputColumns = inputImage.columns()
        * ImageFormatTraits<FORMAT>::getNumberOfComponents();

      Array2D<ComponentType> tempArray;
      dissociateColorComponents(
        const_cast< Image<FORMAT>& >(inputImage), tempArray);

      Array2D<Type> returnValue(inputImage.rows(), numberOfOutputColumns);
      returnValue.copy(tempArray);
      return returnValue;
    }
  
  } // namespace computerVision    
  
} // namespace dlr

#endif /* #ifndef _DLRCOMPUTERVISION_UTILITIES_H_ */

---