ExampleConstantRegion.cpp

Example for usage of ConstantRegionDetector, LinearRegionDetector, BlobDetectorDOM Usage: ExampleConstantRegion <im1> [ <im2> <im3> ... ]

, LinearRegionDetector, BlobDetectorDOM

Author

MIP

/*
  This file is part of the BIAS library (Basic ImageAlgorithmS).

  Copyright (C) 2003-2009    (see file CONTACT for details)
  Multimediale Systeme der Informationsverarbeitung
  Institut fuer Informatik
  Christian-Albrechts-Universitaet Kiel
  
  
  BIAS is free software; you can redistribute it and/or modify
  it under the terms of the GNU Lesser General Public License as published by
  the Free Software Foundation; either version 2.1 of the License, or
  (at your option) any later version.
  
  BIAS is distributed in the hope that it will be useful,
  but WITHOUT ANY WARRANTY; without even the implied warranty of
  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
  GNU Lesser General Public License for more details.
  
  You should have received a copy of the GNU Lesser General Public License
  along with BIAS; if not, write to the Free Software
  Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
*/

/**
   @example ExampleConstantRegion.cpp
   @relates ConstantRegionDetector, LinearRegionDetector, BlobDetectorDOM
   @brief Example for usage of ConstantRegionDetector, LinearRegionDetector, BlobDetectorDOM
   Usage: ExampleConstantRegion <im1> [ <im2> <im3> ... ] 
   @ingroup g_examples
   @author MIP
*/

#include <bias_config.h>
#include <FeatureDetector/ConstantRegionDetector.hh>
#include <FeatureDetector/LinearRegionDetector.hh>
#include <FeatureDetector/BlobDetectorDOM.hh>
#include <Base/ImageUtils/ImageDraw.hh>
#include <Base/Image/ImageConvert.hh>
#include <Base/Image/ImageIO.hh>


using namespace BIAS;
using namespace std;

void Draw(Image<unsigned char>& im, vector<HomgPoint2D>& p)
{

  const int nump=p.size();
  unsigned start[2];
  unsigned radius=3;

  for (int l=0; l<nump; l++){
    if (!p[l].IsAtInfinity()){
      // circel around corner in actual image
      start[0]=(unsigned)rint(p[l][0]);
      start[1]=(unsigned)rint(p[l][1]);
      ImageDraw<unsigned char>::Circle(im, start[0], start[1], radius);
    }
  }
}

int main(int argc, char *argv[])
{



  Image<unsigned char> greyim;
  Image<unsigned char> ucim;
  Image<unsigned char> result;


  int argind = 1;
  if (argc-argind<1 || argind<1){
    cerr << argv[0] << " <im1> [ <im2> <im3> ... ] \n";
    return -2;
  }

  
  for (int imgCount=argind; imgCount<argc; imgCount++){

    // load image
    if (ImageIO::Load(argv[imgCount], ucim)!=0){
      BIASERR("error loading image "<<argv[imgCount] << " is storage type unsigned char?" << endl);
      return -1;
    } else {
      cerr << "read "<<argv[imgCount]<<endl;
    }

    // linear region detector works only on grey value images
    if(ImageConvert::ToGrey(ucim, greyim)!=0){
      BIASERR("could not convert to grey value image");
    }

    
    
    ////////////////////////////////////// start constant region detector////////////////////////////////////
    cout << "Constant Region Detection..."<<endl;
    vector<HomgPoint2D> points2d;
    vector<Vector3<unsigned char> > colors;
    ConstantRegionDetector<unsigned char, float> regionDetector;

    regionDetector.SetThreshold(3.0);
    regionDetector.SetHalfWinSize(3);
    regionDetector.SetMaxNumFeatures(-1);
    regionDetector.SetMinDistance(10);
    
    Image<unsigned char> mask;
    ImageIO::Load("segmentWater0000.mip", mask);
    regionDetector.SetMaskImage(mask);
    
    // detect and draw
    regionDetector.Detect(ucim, points2d, colors, true);
    cout << "found " << points2d.size() << " constant regions " << endl;
    // fill result image
    Image<unsigned char> result = ucim;
    Draw(result, points2d);

    ostringstream name;
    name << "constantRegions-"<<setw(4)<<setfill('0')<<imgCount-argind<<".mip";
    cout << "name " << name.str() << endl << flush;
    ImageIO::Save(name.str(), result);

    
    ///////////////////////////////// start linear region detector//////////////////////////////////////////
    cout << "Linear Region Detection..."<<endl;
    LinearRegionDetector<unsigned char, float> linDet;
    linDet.SetSubpixelAccuracy(false);
    vector<QUAL> quality;
    points2d.clear();
    linDet.Detect(greyim, points2d, quality, NULL);
    result = ucim;
    Draw(result, points2d);
    ostringstream name2;
    name2 << "linearRegions-"<<setw(4)<<setfill('0')<<imgCount-argind<<".mip";
    cout << "name " << name2.str() << endl << flush;
    ImageIO::Save(name2.str(), result);

    
    //////////////////////////////// start DOM blob detector//////////////////////////////////////////////
    cout << "Blob Region Detection..."<<endl;
    BlobDetectorDOM<unsigned char> blobDetector;
    vector<BIAS::BIASBlob> blobs;
    blobDetector.SetMaxSize(20);
    blobDetector.Detect(ucim, blobs);
    unsigned char* color = new unsigned char[3];
    color[0] = 255;
    color[1] = 255;
    color[2] = 255;
    result = ucim;
    blobDetector.DrawInImage(result, color);
    delete color;
    
    ostringstream name3;
    name3 << "blobRegions-"<<setw(4)<<setfill('0')<<imgCount-argind<<".mip";
    cout << "name3 " << name3.str() << endl << flush;
    ImageIO::Save(name3.str(), result);

    ImageIO::Save("blobimg.mip", result);
    
  }

  return 0;
}