NICE_Segmentation/RSMeanShift.cpp

#include "RSMeanShift.h"

#ifdef NICE_USELIB_OPENMP
#include <omp.h>
#endif

#include <iostream>
#include <fstream>

#include "core/basics/StringTools.h"

using namespace std;
using namespace NICE;
using namespace OBJREC;
RSMeanShift::RSMeanShift()
{
  minimumRegionArea = 50;
  rangeBandwidth = 6.5;

  spatialBandwidth = 7;

  imageProc = new msImageProcessor();
  speedUpLevel =  MED_SPEEDUP;
}
RSMeanShift::RSMeanShift ( const Config *conf )
{
  imageProc = new msImageProcessor();
  minimumRegionArea = conf->gI ( "RSMeanShift", "MinimumRegionArea",            50 );
  rangeBandwidth    = conf->gD ( "RSMeanShift", "RangeBandwidth",              6.5 );
  spatialBandwidth  = conf->gI ( "RSMeanShift", "SpatialBandwidth",              7 );
  speedUpLvlStr     = conf->gS ( "RSMeanShift", "SpeedUpLevel",           "MEDIUM" );
  if ( speedUpLvlStr ==   "NONE" ) speedUpLevel =   NO_SPEEDUP;
  else if ( speedUpLvlStr == "MEDIUM" ) speedUpLevel =  MED_SPEEDUP;
  else if ( speedUpLvlStr ==   "HIGH" ) speedUpLevel = HIGH_SPEEDUP;
  else
  {
    cerr << "[err] RSMeanShift::RSMeanShift: Wrong SpeedUpLevel-Value (" << speedUpLvlStr << ") only NONE, MEDIUM and HIGH allowed! Take default Value (MED_SPEEDUP)" << endl;
    speedUpLevel = MED_SPEEDUP;
  }
}

RSMeanShift::~RSMeanShift()
{
  delete imageProc;
}

int RSMeanShift::segRegions ( const NICE::Image & img, NICE::Matrix & mask ) const
{
  ColorImage cimg ( img.width(), img.height() );
  for(int y = 0; y < img.height(); y++)
  {
    for(int x = 0; x < img.width(); x++)
    {
      for(int c = 0; c < 3; c++)
      {
        cimg.setPixelQuick(x,y,c,img.getPixelQuick(x,y));
      }
    }
  }
  return segRegions ( cimg, mask );
}

int RSMeanShift::segRegions ( const NICE::ColorImage & img, NICE::Matrix & mask ) const
{
  clog << "[log] RSMeanShift::segRegions: EDISON-Implementation" << endl;

  /* >> ColorImage an EDISON uebergeben

     BEM: Dabei werden die Bilddaten als Pointer an die msImageProcessor::DefineImage Methode uebergeben.
     Der Parameter hat in der EDISON-Implementierung KEINEN 'const' Qualifier.
  */
  unsigned int width   = img.width();
  unsigned int height  = img.height();
  const unsigned int channels = 3;
  // notwendiger Bildspeicher
  const unsigned int imageSize = width * height * channels;


  byte* rawImageData = NULL;
#ifdef NICE_USELIB_IPP
  /* ipp Speichert die Bilddaten anders, so dass das Bild pixelweise kopiert werden muss. */
  // Speicher fuer das Bild reservieren
  rawImageData = new byte[ imageSize ];
  // Pixelkoordinaten
  unsigned int x, y;
  x = y = 0;
  // "Breite" des Bildes im Speicher
  // unsigned int yStepWidth = width * 3;

  for ( unsigned int i = 0; i < imageSize; i += 3 )
  {
    rawImageData[ i     ] = img.getPixel ( x, y, 0 );
    rawImageData[ i + 1 ] = img.getPixel ( x, y, 1 );
    rawImageData[ i + 2 ] = img.getPixel ( x, y, 2 );

    // neue Pixelkoordinaten berechnen
    if ( ( ++x ) == width ) {
      x = 0;
      y++;
    }
  }
#else
  // img in nicht 'const' ColorImage kopieren
  ColorImage tempImage ( img );
  rawImageData = tempImage.getPixelPointer();
#endif
  imageProc->DefineImage ( rawImageData, COLOR, height, width );

  /* >> Segementierung durchfuehren */
  imageProc->Segment ( spatialBandwidth, rangeBandwidth, minimumRegionArea, speedUpLevel );

  /* >> Ergebnisbild aus EDISON auslesen */
  byte resultRawImageData[ width * height * 3 ];
  imageProc->GetResults ( resultRawImageData );

  /* >> Maske erstellen */
#ifdef NICE_USELIB_IPP
  delete[] rawImageData;
  rawImageData = 0;

  ColorImage ippTempImage ( width, height );

  x = y = 0;

  for ( unsigned int i = 0; i < imageSize; i += 3 )
  {
    ippTempImage.setPixel ( x, y, 0, resultRawImageData[ i     ] );
    ippTempImage.setPixel ( x, y, 1, resultRawImageData[ i + 1 ] );
    ippTempImage.setPixel ( x, y, 2, resultRawImageData[ i + 2 ] );

    // neue Pixelkoordinaten berechnen
    if ( ( ++x ) == width ) {
      x = 0;
      y++;
    }
  }
  return transformSegmentedImg ( ippTempImage, mask );
#else
  return transformSegmentedImg ( ColorImage ( resultRawImageData, width, height, GrayColorImageCommonImplementation::noAlignment ), mask );
#endif
}