]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - HLT/hough/AliL3HoughMaxFinder.cxx
Bug fix in the HoughTransformerRow PeakFinder.
[u/mrichter/AliRoot.git] / HLT / hough / AliL3HoughMaxFinder.cxx
index 6ba423644409f124fcb1883969af91addc69139b..a9babc5c68b45d27447767707300942af33126a0 100644 (file)
@@ -3,6 +3,7 @@
 // Author: Anders Vestbo <mailto:vestbo@fi.uib.no>
 //*-- Copyright &copy ALICE HLT Group
 
+#include <strings.h>
 #include "AliL3StandardIncludes.h"
 
 #ifndef no_root
 #include "AliL3Histogram.h"
 #include "AliL3TrackArray.h"
 #include "AliL3HoughTrack.h"
+#include "AliL3Transform.h"
+#include "AliL3HoughTransformerRow.h"
 
-#if GCCVERSION == 3
+#if __GNUC__ == 3
 using namespace std;
 #endif
 
+/** \class AliL3HoughMaxFinder
+<pre>
 //_____________________________________________________________
 // AliL3HoughMaxFinder
 //
 // Maximum finder
+//
+</pre>
+*/
 
 ClassImp(AliL3HoughMaxFinder)
 
@@ -32,10 +40,20 @@ AliL3HoughMaxFinder::AliL3HoughMaxFinder()
 {
   //Default constructor
   fThreshold = 0;
+  fCurrentEtaSlice = -1;
   fHistoType=0;
   fXPeaks=0;
   fYPeaks=0;
+  fWeight=0;
   fNPeaks=0;
+  fN1PeaksPrevEtaSlice=0;
+  fN2PeaksPrevEtaSlice=0;
+  fSTARTXPeaks=0;
+  fSTARTYPeaks=0;
+  fENDXPeaks=0;
+  fENDYPeaks=0;
+  fSTARTETAPeaks=0;
+  fENDETAPeaks=0;
   fNMax=0;
   fGradX=1;
   fGradY=1;
@@ -44,7 +62,6 @@ AliL3HoughMaxFinder::AliL3HoughMaxFinder()
 #endif
 }
 
-
 AliL3HoughMaxFinder::AliL3HoughMaxFinder(Char_t *histotype,Int_t nmax,AliL3Histogram *hist)
 {
   //Constructor
@@ -52,6 +69,8 @@ AliL3HoughMaxFinder::AliL3HoughMaxFinder(Char_t *histotype,Int_t nmax,AliL3Histo
   //fTracks = new AliL3TrackArray("AliL3HoughTrack");
   if(strcmp(histotype,"KappaPhi")==0) fHistoType='c';
   if(strcmp(histotype,"DPsi")==0) fHistoType='l';
+
+  fCurrentEtaSlice = -1;
   
   if(hist)
     fCurrentHisto = hist;
@@ -62,13 +81,18 @@ AliL3HoughMaxFinder::AliL3HoughMaxFinder(Char_t *histotype,Int_t nmax,AliL3Histo
   fXPeaks = new Float_t[fNMax];
   fYPeaks = new Float_t[fNMax];
   fWeight = new Int_t[fNMax];
+  fSTARTXPeaks = new Int_t[fNMax];
+  fSTARTYPeaks = new Int_t[fNMax];
+  fENDXPeaks = new Int_t[fNMax];
+  fENDYPeaks = new Int_t[fNMax];
+  fSTARTETAPeaks = new Int_t[fNMax];
+  fENDETAPeaks = new Int_t[fNMax];
 #ifndef no_root
   fNtuppel = 0;
 #endif
   fThreshold=0;
 }
 
-
 AliL3HoughMaxFinder::~AliL3HoughMaxFinder()
 {
   //Destructor
@@ -78,6 +102,18 @@ AliL3HoughMaxFinder::~AliL3HoughMaxFinder()
     delete [] fYPeaks;
   if(fWeight)
     delete [] fWeight;
+  if(fSTARTXPeaks)
+    delete [] fSTARTXPeaks;
+  if(fSTARTYPeaks)
+    delete [] fSTARTYPeaks;
+  if(fENDXPeaks)
+    delete [] fENDXPeaks;
+  if(fENDYPeaks)
+    delete [] fENDYPeaks;
+  if(fSTARTETAPeaks)
+    delete [] fSTARTETAPeaks;
+  if(fENDETAPeaks)
+    delete [] fENDETAPeaks;
 #ifndef no_root
   if(fNtuppel)
     delete fNtuppel;
@@ -86,17 +122,27 @@ AliL3HoughMaxFinder::~AliL3HoughMaxFinder()
 
 void AliL3HoughMaxFinder::Reset()
 {
+  // Method to reinit the Peak Finder
   for(Int_t i=0; i<fNMax; i++)
     {
       fXPeaks[i]=0;
       fYPeaks[i]=0;
       fWeight[i]=0;
+      fSTARTXPeaks[i]=0;
+      fSTARTYPeaks[i]=0;
+      fENDXPeaks[i]=0;
+      fENDYPeaks[i]=0;
+      fSTARTETAPeaks[i]=0;
+      fENDETAPeaks[i]=0;
     }
   fNPeaks=0;
+  fN1PeaksPrevEtaSlice=0;
+  fN2PeaksPrevEtaSlice=0;
 }
 
 void AliL3HoughMaxFinder::CreateNtuppel()
 {
+  // Fill a NTuple with the peak parameters
 #ifndef no_root
   //content#; neighbouring bins of the peak.
   fNtuppel = new TNtuple("ntuppel","Peak charateristics","kappa:phi0:weigth:content3:content5:content1:content7");
@@ -106,6 +152,7 @@ void AliL3HoughMaxFinder::CreateNtuppel()
 
 void AliL3HoughMaxFinder::WriteNtuppel(Char_t *filename)
 {
+  // Write the NTuple with the peak parameters
 #ifndef no_root
   TFile *file = TFile::Open(filename,"RECREATE");
   if(!file)
@@ -120,7 +167,7 @@ void AliL3HoughMaxFinder::WriteNtuppel(Char_t *filename)
 
 void AliL3HoughMaxFinder::FindAbsMaxima()
 {
-  
+  // Simple Peak Finder in the Hough space
   if(!fCurrentHisto)
     {
       cerr<<"AliL3HoughMaxFinder::FindAbsMaxima : No histogram"<<endl;
@@ -136,25 +183,25 @@ void AliL3HoughMaxFinder::FindAbsMaxima()
   Int_t ymin = hist->GetFirstYbin();
   Int_t ymax = hist->GetLastYbin();  
   Int_t bin;
-  Double_t value,max_value=0;
+  Double_t value,maxvalue=0;
   
-  Int_t max_xbin=0,max_ybin=0;
+  Int_t maxxbin=0,maxybin=0;
   for(Int_t xbin=xmin; xbin<=xmax; xbin++)
     {
       for(Int_t ybin=ymin; ybin<=ymax; ybin++)
        {
          bin = hist->GetBin(xbin,ybin);
          value = hist->GetBinContent(bin);
-         if(value>max_value)
+         if(value>maxvalue)
            {
-             max_value = value;
-             max_xbin = xbin;
-             max_ybin = ybin;
+             maxvalue = value;
+             maxxbin = xbin;
+             maxybin = ybin;
            }
        }
     }
   
-  if(max_value == 0)
+  if(maxvalue == 0)
     return;
   
   if(fNPeaks > fNMax)
@@ -163,29 +210,29 @@ void AliL3HoughMaxFinder::FindAbsMaxima()
       return;
     }
   
-  Double_t max_x = hist->GetBinCenterX(max_xbin);
-  Double_t max_y = hist->GetBinCenterY(max_ybin);
-  fXPeaks[fNPeaks] = max_x;
-  fYPeaks[fNPeaks] = max_y;
-  fWeight[fNPeaks] = (Int_t)max_value;
+  Double_t maxx = hist->GetBinCenterX(maxxbin);
+  Double_t maxy = hist->GetBinCenterY(maxybin);
+  fXPeaks[fNPeaks] = maxx;
+  fYPeaks[fNPeaks] = maxy;
+  fWeight[fNPeaks] = (Int_t)maxvalue;
 
   fNPeaks++;
 #ifndef no_root
   if(fNtuppel)
     {
-      Int_t bin3 = hist->GetBin(max_xbin-1,max_ybin);
-      Int_t bin5 = hist->GetBin(max_xbin+1,max_ybin);
-      Int_t bin1 = hist->GetBin(max_xbin,max_ybin-1);
-      Int_t bin7 = hist->GetBin(max_xbin,max_ybin+1);
+      Int_t bin3 = hist->GetBin(maxxbin-1,maxybin);
+      Int_t bin5 = hist->GetBin(maxxbin+1,maxybin);
+      Int_t bin1 = hist->GetBin(maxxbin,maxybin-1);
+      Int_t bin7 = hist->GetBin(maxxbin,maxybin+1);
       
-      fNtuppel->Fill(max_x,max_y,max_value,hist->GetBinContent(bin3),hist->GetBinContent(bin5),hist->GetBinContent(bin1),hist->GetBinContent(bin7));
+      fNtuppel->Fill(maxx,maxy,maxvalue,hist->GetBinContent(bin3),hist->GetBinContent(bin5),hist->GetBinContent(bin1),hist->GetBinContent(bin7));
     }
 #endif  
 }
 
 void AliL3HoughMaxFinder::FindBigMaxima()
 {
-  
+  // Another Peak finder  
   AliL3Histogram *hist = fCurrentHisto;
   
   if(hist->GetNEntries() == 0)
@@ -195,33 +242,32 @@ void AliL3HoughMaxFinder::FindBigMaxima()
   Int_t xmax = hist->GetLastXbin();
   Int_t ymin = hist->GetFirstYbin();
   Int_t ymax = hist->GetLastYbin();
-  Int_t bin[25],bin_index;
+  Int_t bin[25],binindex;
   Double_t value[25];
   
   for(Int_t xbin=xmin+2; xbin<xmax-3; xbin++)
     {
       for(Int_t ybin=ymin+2; ybin<ymax-3; ybin++)
        {
-         bin_index=0;
+         binindex=0;
          for(Int_t xb=xbin-2; xb<=xbin+2; xb++)
            {
              for(Int_t yb=ybin-2; yb<=ybin+2; yb++)
                {
-                 bin[bin_index]=hist->GetBin(xb,yb);
-                 value[bin_index]=hist->GetBinContent(bin[bin_index]);
-                 bin_index++;
+                 bin[binindex]=hist->GetBin(xb,yb);
+                 value[binindex]=hist->GetBinContent(bin[binindex]);
+                 binindex++;
                }
-             
            }
          if(value[12]==0) continue;
          Int_t b=0;
          while(1)
            {
-             if(value[b] > value[12] || b==bin_index) break;
+             if(value[b] > value[12] || b==binindex) break;
              b++;
              //printf("b %d\n",b);
            }
-         if(b == bin_index)
+         if(b == binindex)
            {
              //Found maxima
              if(fNPeaks > fNMax)
@@ -230,10 +276,10 @@ void AliL3HoughMaxFinder::FindBigMaxima()
                  return;
                }
              
-             Double_t max_x = hist->GetBinCenterX(xbin);
-             Double_t max_y = hist->GetBinCenterY(ybin);
-             fXPeaks[fNPeaks] = max_x;
-             fYPeaks[fNPeaks] = max_y;
+             Double_t maxx = hist->GetBinCenterX(xbin);
+             Double_t maxy = hist->GetBinCenterY(ybin);
+             fXPeaks[fNPeaks] = maxx;
+             fYPeaks[fNPeaks] = maxy;
              fNPeaks++;
            }
        }
@@ -288,8 +334,8 @@ void AliL3HoughMaxFinder::FindMaxima(Int_t threshold)
             && value[4]>value[7] && value[4]>value[8])
            {
              //Found a local maxima
-             Float_t max_x = fCurrentHisto->GetBinCenterX(xbin);
-             Float_t max_y = fCurrentHisto->GetBinCenterY(ybin);
+             Float_t maxx = fCurrentHisto->GetBinCenterX(xbin);
+             Float_t maxy = fCurrentHisto->GetBinCenterY(ybin);
              
              if((Int_t)value[4] <= threshold) continue;//central bin below threshold
              if(fNPeaks >= fNMax)
@@ -305,8 +351,8 @@ void AliL3HoughMaxFinder::FindMaxima(Int_t threshold)
              if(value[1]/value[4] > fGradY && value[7]/value[4] > fGradY)
                continue;
 
-             fXPeaks[fNPeaks] = max_x;
-             fYPeaks[fNPeaks] = max_y;
+             fXPeaks[fNPeaks] = maxx;
+             fYPeaks[fNPeaks] = maxy;
              fWeight[fNPeaks] = (Int_t)value[4];
              fNPeaks++;
 
@@ -315,13 +361,13 @@ void AliL3HoughMaxFinder::FindMaxima(Int_t threshold)
              Bool_t bigger = kFALSE;
              for(Int_t p=0; p<fNPeaks; p++)
                {
-                 if(fabs(max_x - fXPeaks[p]) < max_kappa && fabs(max_y - fYPeaks[p]) < max_phi0)
+                 if(fabs(maxx - fXPeaks[p]) < max_kappa && fabs(maxy - fYPeaks[p]) < max_phi0)
                    {
                      bigger = kTRUE;
                      if(value[4] > fWeight[p]) //this peak is bigger.
                        {
-                         fXPeaks[p] = max_x;
-                         fYPeaks[p] = max_y;
+                         fXPeaks[p] = maxx;
+                         fYPeaks[p] = maxy;
                          fWeight[p] = (Int_t)value[4];
                        }
                      else
@@ -330,8 +376,8 @@ void AliL3HoughMaxFinder::FindMaxima(Int_t threshold)
                }
              if(!bigger) //there were no overlapping peaks.
                {
-                 fXPeaks[fNPeaks] = max_x;
-                 fYPeaks[fNPeaks] = max_y;
+                 fXPeaks[fNPeaks] = maxx;
+                 fYPeaks[fNPeaks] = maxy;
                  fWeight[fNPeaks] = (Int_t)value[4];
                  fNPeaks++;
                }
@@ -342,13 +388,13 @@ void AliL3HoughMaxFinder::FindMaxima(Int_t threshold)
   
 }
 
-struct Window 
+struct AliL3Window 
 {
-  Int_t start;
-  Int_t sum;
+  Int_t fStart; // Start
+  Int_t fSum; // Sum
 };
 
-void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
+void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow,Float_t cutratio)
 {
   //Peak finder which looks for peaks with a certain shape.
   //The first step involves a pre-peak finder, which looks for peaks
@@ -369,25 +415,26 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
   
   if(hist->GetNEntries() == 0)
     return;
-  
+
   Int_t xmin = hist->GetFirstXbin();
   Int_t xmax = hist->GetLastXbin();
   Int_t ymin = hist->GetFirstYbin();
   Int_t ymax = hist->GetLastYbin();
-  
+
+
   //Start by looking for pre-peaks:
   
-  Window **local_maxima = new Window*[hist->GetNbinsY()];
+  AliL3Window **localmaxima = new AliL3Window*[hist->GetNbinsY()];
   
   Short_t *nmaxs = new Short_t[hist->GetNbinsY()];
-  Int_t n,last_sum,sum;
-  Bool_t sum_was_rising;
+  Int_t n,lastsum,sum;
+  Bool_t sumwasrising;
   for(Int_t ybin=ymin; ybin<=ymax; ybin++)
     {
-      local_maxima[ybin-ymin] = new Window[hist->GetNbinsX()];
+      localmaxima[ybin-ymin] = new AliL3Window[hist->GetNbinsX()];
       nmaxs[ybin-ymin] = 0;
-      sum_was_rising=0;
-      last_sum=0;
+      sumwasrising=0;
+      lastsum=0;
       n=0;
       for(Int_t xbin=xmin; xbin<=xmax-kappawindow; xbin++)
        {
@@ -395,25 +442,24 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
          for(Int_t lbin=xbin; lbin<xbin+kappawindow; lbin++)
            sum += hist->GetBinContent(hist->GetBin(lbin,ybin));
          
-         if(sum < last_sum)
+         if(sum < lastsum)
            {
              if(sum > fThreshold)
-               if(sum_was_rising)//Previous sum was a local maxima
+               if(sumwasrising)//Previous sum was a local maxima
                  {
-                   local_maxima[ybin-ymin][nmaxs[ybin-ymin]].start = xbin-1;
-                   local_maxima[ybin-ymin][nmaxs[ybin-ymin]].sum = last_sum;
+                   localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fStart = xbin-1;
+                   localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fSum = lastsum;
                    nmaxs[ybin-ymin]++;
                  }
              
-             sum_was_rising=0;
+             sumwasrising=0;
            }
          else if(sum > 0) 
-           sum_was_rising=1;
-         last_sum=sum;
+           sumwasrising=1;
+         lastsum=sum;
        }
     }
   
-  Float_t cut_ratio=0.5;
   Int_t match=0;
   Int_t *starts = new Int_t[hist->GetNbinsY()+1];
   Int_t *maxs = new Int_t[hist->GetNbinsY()+1];
@@ -422,13 +468,13 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
     {
       for(Int_t i=0; i<nmaxs[ybin-ymin]; i++)
        {
-         Int_t lw = local_maxima[ybin-ymin][i].sum;
+         Int_t lw = localmaxima[ybin-ymin][i].fSum;
 
          if(lw<0)
            continue; //already used
 
          Int_t maxvalue=0,maxybin=0,maxxbin=0,maxwindow=0;
-         for(Int_t k=local_maxima[ybin-ymin][i].start; k<local_maxima[ybin-ymin][i].start + kappawindow; k++)
+         for(Int_t k=localmaxima[ybin-ymin][i].fStart; k<localmaxima[ybin-ymin][i].fStart + kappawindow; k++)
            if(hist->GetBinContent(hist->GetBin(k,ybin)) > maxvalue)
              {
                maxvalue = hist->GetBinContent(hist->GetBin(k,ybin));
@@ -438,27 +484,27 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
          
          //start expanding in the psi-direction:
 
-         Int_t lb = local_maxima[ybin-ymin][i].start;
+         Int_t lb = localmaxima[ybin-ymin][i].fStart;
          //Int_t ystart=ybin;
-         starts[ybin] = local_maxima[ybin-ymin][i].start;
+         starts[ybin] = localmaxima[ybin-ymin][i].fStart;
          maxs[ybin] = maxxbin;
          Int_t yl=ybin-1,nybins=1;
          
-         //cout<<"Starting search at ybin "<<ybin<<" start "<<lb<<" with sum "<<local_maxima[ybin-ymin][i].sum<<endl;
+         //cout<<"Starting search at ybin "<<ybin<<" start "<<lb<<" with sum "<<localmaxima[ybin-ymin][i].sum<<endl;
          while(yl >= ymin)
            {
              Bool_t found=0;
              for(Int_t j=0; j<nmaxs[yl-ymin]; j++)
                {
-                 if( local_maxima[yl-ymin][j].start - lb < 0) continue;
-                 if( local_maxima[yl-ymin][j].start < lb + kappawindow + match &&
-                     local_maxima[yl-ymin][j].start >= lb && local_maxima[yl-ymin][j].sum > 0)
+                 if( localmaxima[yl-ymin][j].fStart - lb < 0) continue;
+                 if( localmaxima[yl-ymin][j].fStart < lb + kappawindow + match &&
+                     localmaxima[yl-ymin][j].fStart >= lb && localmaxima[yl-ymin][j].fSum > 0)
                    {
                      
-                     //cout<<"match at ybin "<<yl<<" yvalue "<<hist->GetBinCenterY(yl)<<" start "<<local_maxima[yl-ymin][j].start<<" sum "<<local_maxima[yl-ymin][j].sum<<endl;
+                     //cout<<"match at ybin "<<yl<<" yvalue "<<hist->GetBinCenterY(yl)<<" start "<<localmaxima[yl-ymin][j].start<<" sum "<<localmaxima[yl-ymin][j].sum<<endl;
                      
                      Int_t lmaxvalue=0,lmaxxbin=0;
-                     for(Int_t k=local_maxima[yl-ymin][j].start; k<local_maxima[yl-ymin][j].start + kappawindow; k++)
+                     for(Int_t k=localmaxima[yl-ymin][j].fStart; k<localmaxima[yl-ymin][j].fStart + kappawindow; k++)
                        {
                          if(hist->GetBinContent(hist->GetBin(k,yl)) > maxvalue)
                            {
@@ -474,11 +520,11 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
                            }
                        }
                      nybins++;
-                     starts[yl] = local_maxima[yl-ymin][j].start;
+                     starts[yl] = localmaxima[yl-ymin][j].fStart;
                      maxs[yl] = lmaxxbin;
-                     local_maxima[yl-ymin][j].sum=-1; //Mark as used
+                     localmaxima[yl-ymin][j].fSum=-1; //Mark as used
                      found=1;
-                     lb = local_maxima[yl-ymin][j].start;
+                     lb = localmaxima[yl-ymin][j].fStart;
                      break;//Since we found a match in this bin, we dont have to search it anymore, goto next bin.
                    }
                }
@@ -514,9 +560,9 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
                      
                      //cout<<"ratio "<<right/left<<endl;
                      
-                     Float_t upper_ratio=1,lower_ratio=1;
+                     Float_t upperratio=1,lowerratio=1;
                      if(left)
-                       upper_ratio = right/left;
+                       upperratio = right/left;
                      
                      right=left=0;
                      for(Int_t w=maxxbin+1; w<=maxxbin+3; w++)
@@ -538,9 +584,9 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
                      //cout<<"ratio "<<left/right<<endl;
                      
                      if(right)
-                       lower_ratio = left/right;
+                       lowerratio = left/right;
                      
-                     if(upper_ratio > cut_ratio || lower_ratio > cut_ratio)
+                     if(upperratio > cutratio || lowerratio > cutratio)
                        truepeak=kFALSE;
                      
                      if(truepeak)
@@ -611,23 +657,368 @@ void AliL3HoughMaxFinder::FindAdaptedPeaks(Int_t kappawindow)
     }
 
   for(Int_t i=0; i<hist->GetNbinsY(); i++)
-    delete local_maxima[i];
+    delete localmaxima[i];
 
-  delete [] local_maxima;
+  delete [] localmaxima;
   delete [] nmaxs;
   delete [] starts;
   delete [] maxs;
 }
 
+struct AliL3PreYPeak 
+{
+  Int_t fStartPosition; // Start position in X
+  Int_t fEndPosition; // End position in X
+  Int_t fMinValue; // Minimum value inside the prepeak
+  Int_t fMaxValue; // Maximum value inside the prepeak
+  Int_t fPrevValue; // Neighbour values
+  Int_t fLeftValue; // Neighbour values
+  Int_t fRightValue; // Neighbour values
+};
+
+struct AliL3Pre2DPeak
+{
+  Float_t fX; // X coordinate of the preak
+  Float_t fY; // Y coordinate of the preak
+  Float_t fSizeX; // Size of the peak
+  Float_t fSizeY; // Size of the peak
+  Int_t fStartX; // Start position of the peak
+  Int_t fStartY; // Start position of the peak
+  Int_t fEndX; // End position of the peak
+  Int_t fEndY; // End position of the peak
+  Float_t fWeight; // Weight assigned to the peak
+};
 
-void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
+void AliL3HoughMaxFinder::FindAdaptedRowPeaks(Int_t kappawindow,Int_t xsize,Int_t ysize)
+{
+  // Peak finder which is working over the Hough Space provided by the AliL3HoughTransformerRow class
+  AliL3Histogram *hist = fCurrentHisto;
+  
+  if(!hist)
+    {
+      cerr<<"AliL3HoughMaxFinder : No histogram!"<<endl;
+      return;
+    }
+  
+  if(hist->GetNEntries() == 0)
+    return;
+  
+  Int_t xmin = hist->GetFirstXbin();
+  Int_t xmax = hist->GetLastXbin();
+  Int_t ymin = hist->GetFirstYbin();
+  Int_t ymax = hist->GetLastYbin();
+  
+  //Start by looking for pre-peaks:
+  
+  AliL3PreYPeak **localmaxima = new AliL3PreYPeak*[hist->GetNbinsY()];
+  
+  Short_t *nmaxs = new Short_t[hist->GetNbinsY()];
+  Int_t lastvalue=0,value=0;
+  for(Int_t ybin=ymin; ybin<=ymax; ybin++)
+    {
+      localmaxima[ybin-ymin] = new AliL3PreYPeak[hist->GetNbinsX()];
+      nmaxs[ybin-ymin] = 0;
+      lastvalue = 0;
+      Bool_t found = 0;
+      for(Int_t xbin=xmin; xbin<=xmax; xbin++)
+       {
+         value = hist->GetBinContent(hist->GetBin(xbin,ybin));
+         if(value > 0)
+           {
+             if((value - lastvalue) > 1)
+               {
+                 localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fStartPosition = xbin;
+                 localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fEndPosition = xbin;
+                 localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fMinValue = value;
+                 localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fMaxValue = value;
+                 localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fPrevValue = 0;
+                 localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fLeftValue = lastvalue;
+                 found = 1;
+               }
+             if(abs(value - lastvalue) <= 1)
+               {
+                 if(found) {
+                   localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fEndPosition = xbin;
+                   if(value>localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fMaxValue)
+                     localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fMaxValue = value;
+                   if(value<localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fMinValue)
+                     localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fMinValue = value;
+                 }
+               }
+             if((value - lastvalue) < -1)
+               {
+                 if(found) {
+                   localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fRightValue = value;
+                   nmaxs[ybin-ymin]++;
+                   found = 0;
+                 }
+               }
+           }
+         else
+           {
+             if(found) {
+               localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fRightValue = value;
+               nmaxs[ybin-ymin]++;
+               found = 0;
+             }
+           }
+         lastvalue = value;
+             
+       }
+      if(found) {
+       localmaxima[ybin-ymin][nmaxs[ybin-ymin]].fRightValue = 0;
+       nmaxs[ybin-ymin]++;
+      }
+    }
+  
+  AliL3Pre2DPeak maxima[500];
+  Int_t nmaxima = 0;
+
+  for(Int_t ybin=ymax; ybin >= ymin; ybin--)
+    {
+      for(Int_t i=0; i<nmaxs[ybin-ymin]; i++)
+       {
+         Int_t localminvalue = localmaxima[ybin-ymin][i].fMinValue;
+         Int_t localmaxvalue = localmaxima[ybin-ymin][i].fMaxValue;
+         Int_t localprevvalue = localmaxima[ybin-ymin][i].fPrevValue;
+         Int_t localnextvalue = 0;
+         Int_t localleftvalue = localmaxima[ybin-ymin][i].fLeftValue;
+         Int_t localrightvalue = localmaxima[ybin-ymin][i].fRightValue;
+
+         if(localminvalue<0)
+           continue; //already used
+
+         //start expanding in the psi-direction:
+
+         Int_t localxstart = localmaxima[ybin-ymin][i].fStartPosition;
+         Int_t localxend = localmaxima[ybin-ymin][i].fEndPosition;
+         Int_t tempxstart = localmaxima[ybin-ymin][i].fStartPosition;
+         Int_t tempxend = localmaxima[ybin-ymin][i].fEndPosition;
+
+         Int_t localy=ybin-1,nybins=1;
+
+         while(localy >= ymin)
+           {
+             Bool_t found=0;
+             for(Int_t j=0; j<nmaxs[localy-ymin]; j++)
+               {
+                 if( (localmaxima[localy-ymin][j].fStartPosition <= (tempxend + kappawindow)) && (localmaxima[localy-ymin][j].fEndPosition >= (tempxstart - kappawindow))) 
+                   {
+                     if((localmaxima[localy-ymin][j].fMinValue <= localmaxvalue) && (localmaxima[localy-ymin][j].fMaxValue >= localminvalue))
+                       {
+                         if(localmaxima[localy-ymin][j].fEndPosition > localxend)
+                           localxend = localmaxima[localy-ymin][j].fEndPosition;
+                         if(localmaxima[localy-ymin][j].fStartPosition < localxstart)
+                           localxstart = localmaxima[localy-ymin][j].fStartPosition;
+                         tempxstart = localmaxima[localy-ymin][j].fStartPosition;
+                         tempxend = localmaxima[localy-ymin][j].fEndPosition;
+                         if(localmaxima[localy-ymin][j].fMinValue < localminvalue)
+                           localminvalue = localmaxima[localy-ymin][j].fMinValue;
+                         if(localmaxima[localy-ymin][j].fMaxValue > localmaxvalue)
+                           localmaxvalue = localmaxima[localy-ymin][j].fMaxValue;
+                         if(localmaxima[localy-ymin][j].fRightValue > localrightvalue)
+                           localrightvalue = localmaxima[localy-ymin][j].fRightValue;
+                         if(localmaxima[localy-ymin][j].fLeftValue > localleftvalue)
+                           localleftvalue = localmaxima[localy-ymin][j].fLeftValue;
+                         localmaxima[localy-ymin][j].fMinValue = -1;
+                         found = 1;
+                         nybins++;
+                         break;
+                       }
+                     else
+                       {
+                         if(localmaxvalue > localmaxima[localy-ymin][j].fPrevValue)
+                           localmaxima[localy-ymin][j].fPrevValue = localmaxvalue;
+                         if(localmaxima[localy-ymin][j].fMaxValue > localnextvalue)
+                           localnextvalue = localmaxima[localy-ymin][j].fMaxValue;
+                       }
+                   }
+               }
+             if(!found || localy == ymin)//no more local maximas to be matched, so write the final peak and break the expansion:
+               {
+                 if((nybins > ysize) && ((localxend-localxstart+1) > xsize) && (localmaxvalue > localprevvalue) && (localmaxvalue > localnextvalue) && (localmaxvalue > localleftvalue) && (localmaxvalue > localrightvalue))
+                 //              if((nybins > ysize) && ((localxend-localxstart+1) > xsize))
+                   {
+                     maxima[nmaxima].fX = ((Float_t)localxstart+(Float_t)localxend)/2.0;
+                     maxima[nmaxima].fY = ((Float_t)ybin+(Float_t)(localy+1))/2.0;
+                     maxima[nmaxima].fSizeX = localxend-localxstart+1;
+                     maxima[nmaxima].fSizeY = nybins;
+                     maxima[nmaxima].fWeight = (localminvalue+localmaxvalue)/2;
+                     maxima[nmaxima].fStartX = localxstart;
+                     maxima[nmaxima].fEndX = localxend;
+                     maxima[nmaxima].fStartY = localy +1;
+                     maxima[nmaxima].fEndY = ybin;
+#ifdef do_mc
+                     //                      cout<<"Peak found at: "<<((Float_t)localxstart+(Float_t)localxend)/2.0<<" "<<((Float_t)ybin+(Float_t)(localy+1))/2.0<<" "<<localminvalue<<" "<<localmaxvalue<<" "<<" with weight "<<(localminvalue+localmaxvalue)/2<<" and size "<<localxend-localxstart+1<<" by "<<nybins<<endl;
+#endif
+                     nmaxima++;
+                   }
+                 break;
+               }
+             else
+               localy--;//Search continues...
+           }
+       }
+    }
+
+  //remove fake tracks
+  Int_t nxbins = hist->GetNbinsX()+2;
+  
+  for(Int_t i = 0; i < (nmaxima - 1); i++)
+    {
+      if(maxima[i].fWeight < 0) continue;
+      for(Int_t j = i + 1; j < nmaxima; j++)
+       {
+         if(maxima[j].fWeight < 0) continue;
+         Int_t xtrack1=0,xtrack2=0,ytrack1=0,ytrack2=0;
+         Int_t deltax = 9999;
+         for(Int_t ix1 = maxima[i].fStartX; ix1 <= maxima[i].fEndX; ix1++) {
+           for(Int_t ix2 = maxima[j].fStartX; ix2 <= maxima[j].fEndX; ix2++) {
+             if(abs(ix1 - ix2) < deltax) {
+               deltax = abs(ix1 - ix2);
+               xtrack1 = ix1;
+               xtrack2 = ix2;
+             }
+           }
+         }
+         Int_t deltay = 9999;
+         for(Int_t iy1 = maxima[i].fStartY; iy1 <= maxima[i].fEndY; iy1++) {
+           for(Int_t iy2 = maxima[j].fStartY; iy2 <= maxima[j].fEndY; iy2++) {
+             if(abs(iy1 - iy2) < deltay) {
+               deltay = abs(iy1 - iy2);
+               ytrack1 = iy1;
+               ytrack2 = iy2;
+             }
+           }
+         }
+         Int_t firstrow1 = AliL3HoughTransformerRow::GetTrackFirstRow()[xtrack1 + nxbins*ytrack1];
+         Int_t lastrow1 = AliL3HoughTransformerRow::GetTrackLastRow()[xtrack1 + nxbins*ytrack1];
+         Int_t firstrow2 = AliL3HoughTransformerRow::GetTrackFirstRow()[xtrack1 + nxbins*ytrack1];
+         Int_t lastrow2 = AliL3HoughTransformerRow::GetTrackLastRow()[xtrack1 + nxbins*ytrack1];
+         Int_t firstrow,lastrow;
+         if(firstrow1 < firstrow2)
+           firstrow = firstrow2;
+         else
+           firstrow = firstrow1;
+
+         if(lastrow1 > lastrow2)
+           lastrow = lastrow2;
+         else
+           lastrow = lastrow1;
+        
+         AliL3HoughTrack track1;
+         Float_t x1 = hist->GetPreciseBinCenterX(xtrack1);
+         Float_t y1 = hist->GetPreciseBinCenterY(ytrack1);
+         Float_t psi1 = atan((x1-y1)/(AliL3HoughTransformerRow::GetBeta1()-AliL3HoughTransformerRow::GetBeta2()));
+         Float_t kappa1 = 2.0*(x1*cos(psi1)-AliL3HoughTransformerRow::GetBeta1()*sin(psi1));
+         track1.SetTrackParameters(kappa1,psi1,1);
+         Float_t firsthit1[3];
+         if(!track1.GetCrossingPoint(firstrow,firsthit1)) continue;
+         Float_t lasthit1[3];
+         if(!track1.GetCrossingPoint(lastrow,lasthit1)) continue;
+
+         AliL3HoughTrack track2;
+         Float_t x2 = hist->GetPreciseBinCenterX(xtrack2);
+         Float_t y2 = hist->GetPreciseBinCenterY(ytrack2);
+         Float_t psi2 = atan((x2-y2)/(AliL3HoughTransformerRow::GetBeta1()-AliL3HoughTransformerRow::GetBeta2()));
+         Float_t kappa2 = 2.0*(x2*cos(psi2)-AliL3HoughTransformerRow::GetBeta1()*sin(psi2));
+         track2.SetTrackParameters(kappa2,psi2,1);
+         Float_t firsthit2[3];
+         if(!track2.GetCrossingPoint(firstrow,firsthit2)) continue;
+         Float_t lasthit2[3];
+         if(!track2.GetCrossingPoint(lastrow,lasthit2)) continue;
+         
+         Float_t padpitchlow = AliL3Transform::GetPadPitchWidth(AliL3Transform::GetPatch(firstrow));
+         Float_t padpitchup = AliL3Transform::GetPadPitchWidth(AliL3Transform::GetPatch(lastrow));
+         // check the distance between tracks at the edges
+#ifdef do_mc
+         //      cout<<"DEBUG Merge peaks "<<i<<" "<<j<<" "<<firsthit1[1]<<" "<<firsthit2[1]<<"     "<<lasthit1[1]<<" "<<lasthit2[1]<<endl;
+#endif
+         //cvetan please check!!! I added a cast to Int_t
+         if((fabs(firsthit1[1]-firsthit2[1]) < 3.0*padpitchlow) && (fabs(lasthit1[1]-lasthit2[1]) < 3.0*padpitchup)) {
+           if(maxima[i].fSizeX*maxima[i].fSizeY > maxima[j].fSizeX*maxima[j].fSizeY)
+             maxima[j].fWeight = -maxima[j].fWeight;
+           if(maxima[i].fSizeX*maxima[i].fSizeY < maxima[j].fSizeX*maxima[j].fSizeY)
+             maxima[i].fWeight = -maxima[i].fWeight;
+#ifdef do_mc
+           //      cout<<"Merge peaks "<<i<<" "<<j<<" "<<maxima[i].fWeight<<" "<<maxima[j].fWeight<<endl;
+#endif
+         }
+       }
+    }
+
+  //merge tracks in neighbour eta slices
+  /*
+  for(Int_t i = 0; i < nmaxima; i++) {
+    if(maxima[i].fWeight > 0) {
+      fXPeaks[fNPeaks] = hist->GetPreciseBinCenterX(maxima[i].fX);
+      fYPeaks[fNPeaks] = hist->GetPreciseBinCenterY(maxima[i].fY);
+      fWeight[fNPeaks] = (Int_t)maxima[i].fWeight;
+#ifdef do_mc
+      cout<<"Final Peak found at: "<<maxima[i].fX<<" "<<maxima[i].fY<<" "<<" "<<fXPeaks[fNPeaks]<<" "<<fYPeaks[fNPeaks]<<" with weight "<<fWeight[fNPeaks]<<" and size "<<maxima[i].fSizeX<<" by "<<maxima[i].fSizeY<<endl;
+#endif
+      fNPeaks++;
+    }
+  }
+  */
+
+  Int_t currentnpeaks = fNPeaks;
+  for(Int_t i = 0; i < nmaxima; i++) {
+    if(maxima[i].fWeight < 0) continue;
+    Bool_t merged = kFALSE;
+    for(Int_t j = fN1PeaksPrevEtaSlice; j < fN2PeaksPrevEtaSlice; j++) {
+      if(fWeight[j] < 0) continue;
+      if((fENDETAPeaks[j]-fSTARTETAPeaks[j]) >= 1) continue;
+      if((maxima[i].fStartX <= fENDXPeaks[j]+1) && (maxima[i].fEndX >= fSTARTXPeaks[j]-1)) {
+       if((maxima[i].fStartY <= fENDYPeaks[j]+1) && (maxima[i].fEndY >= fSTARTYPeaks[j]-1)) {
+         //merge
+         merged = kTRUE;
+         fXPeaks[fNPeaks] = (hist->GetPreciseBinCenterX(maxima[i].fX)+(fENDETAPeaks[j]-fSTARTETAPeaks[j]+1)*fXPeaks[j])/(fENDETAPeaks[j]-fSTARTETAPeaks[j]+2);
+         fYPeaks[fNPeaks] = (hist->GetPreciseBinCenterY(maxima[i].fY)+(fENDETAPeaks[j]-fSTARTETAPeaks[j]+1)*fYPeaks[j])/(fENDETAPeaks[j]-fSTARTETAPeaks[j]+2);
+         fWeight[fNPeaks] = (Int_t)maxima[i].fWeight + fWeight[j];
+         fSTARTXPeaks[fNPeaks] = maxima[i].fStartX;
+         fSTARTYPeaks[fNPeaks] = maxima[i].fStartY;
+         fENDXPeaks[fNPeaks] = maxima[i].fEndX;
+         fENDYPeaks[fNPeaks] = maxima[i].fEndY;
+         fSTARTETAPeaks[fNPeaks] = fSTARTETAPeaks[j];
+         fENDETAPeaks[fNPeaks] = fCurrentEtaSlice;
+         fNPeaks++;
+         fWeight[j] = -fWeight[j];
+       }
+      }
+    }
+    fXPeaks[fNPeaks] = hist->GetPreciseBinCenterX(maxima[i].fX);
+    fYPeaks[fNPeaks] = hist->GetPreciseBinCenterY(maxima[i].fY);
+    if(!merged)
+      fWeight[fNPeaks] = (Int_t)maxima[i].fWeight;
+    else
+      fWeight[fNPeaks] = -(Int_t)maxima[i].fWeight;
+    fSTARTXPeaks[fNPeaks] = maxima[i].fStartX;
+    fSTARTYPeaks[fNPeaks] = maxima[i].fStartY;
+    fENDXPeaks[fNPeaks] = maxima[i].fEndX;
+    fENDYPeaks[fNPeaks] = maxima[i].fEndY;
+    fSTARTETAPeaks[fNPeaks] = fCurrentEtaSlice;
+    fENDETAPeaks[fNPeaks] = fCurrentEtaSlice;
+    fNPeaks++;
+  }  
+  fN1PeaksPrevEtaSlice = currentnpeaks;    
+  fN2PeaksPrevEtaSlice = fNPeaks;
+
+  for(Int_t i=0; i<hist->GetNbinsY(); i++)
+    delete localmaxima[i];
+
+  delete [] localmaxima;
+  delete [] nmaxs;
+}
+
+void AliL3HoughMaxFinder::FindPeak1(Int_t ywindow,Int_t xbinsides)
 {
   //Testing mutliple peakfinding.
   //The algorithm searches the histogram for prepreaks by looking in windows
-  //for each bin on the xaxis. The size of these windows is controlled by y_window.
+  //for each bin on the xaxis. The size of these windows is controlled by ywindow.
   //Then the prepreaks are sorted according to their weight (sum inside window),
   //and the peak positions are calculated by taking the weighted mean in both
-  //x and y direction. The size of the peak in x-direction is controlled by x_bin_sides.
+  //x and y direction. The size of the peak in x-direction is controlled by xbinsides.
 
   if(!fCurrentHisto)
     {
@@ -637,13 +1028,13 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
   if(fCurrentHisto->GetNEntries()==0)
     return;
   
-  //Int_t y_window=2;
-  //Int_t x_bin_sides=1;
+  //Int_t ywindow=2;
+  //Int_t xbinsides=1;
   
   //Float_t max_kappa = 0.001;
   //Float_t max_phi0 = 0.08;
   
-  Int_t max_sum=0;
+  Int_t maxsum=0;
   
   Int_t xmin = fCurrentHisto->GetFirstXbin();
   Int_t xmax = fCurrentHisto->GetLastXbin();
@@ -651,36 +1042,40 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
   Int_t ymax = fCurrentHisto->GetLastYbin();
   Int_t nbinsx = fCurrentHisto->GetNbinsX()+1;
   
-  AxisWindow **windowPt = new AxisWindow*[nbinsx];
-  AxisWindow **anotherPt = new AxisWindow*[nbinsx];
+  AliL3AxisWindow **windowPt = new AliL3AxisWindow*[nbinsx];
+  AliL3AxisWindow **anotherPt = new AliL3AxisWindow*[nbinsx];
   
   for(Int_t i=0; i<nbinsx; i++)
     {
-      windowPt[i] = new AxisWindow;
-      bzero((void*)windowPt[i],sizeof(AxisWindow));
+      windowPt[i] = new AliL3AxisWindow;
+#if defined(__DECCXX)
+      bzero((char *)windowPt[i],sizeof(AliL3AxisWindow));
+#else
+      bzero((void*)windowPt[i],sizeof(AliL3AxisWindow));
+#endif
       anotherPt[i] = windowPt[i];
     }
   
   for(Int_t xbin=xmin; xbin<=xmax; xbin++)
     {
-      max_sum = 0;
-      for(Int_t ybin=ymin; ybin<=ymax-y_window; ybin++)
+      maxsum = 0;
+      for(Int_t ybin=ymin; ybin<=ymax-ywindow; ybin++)
        {
-         Int_t sum_in_window=0;
-         for(Int_t b=ybin; b<ybin+y_window; b++)
+         Int_t suminwindow=0;
+         for(Int_t b=ybin; b<ybin+ywindow; b++)
            {
              //inside window
              Int_t bin = fCurrentHisto->GetBin(xbin,b);
-             sum_in_window += (Int_t)fCurrentHisto->GetBinContent(bin);
+             suminwindow += (Int_t)fCurrentHisto->GetBinContent(bin);
            }
          
-         if(sum_in_window > max_sum)
+         if(suminwindow > maxsum)
            {
-             max_sum = sum_in_window;
-             windowPt[xbin]->ymin = ybin;
-             windowPt[xbin]->ymax = ybin + y_window;
-             windowPt[xbin]->weight = sum_in_window;
-             windowPt[xbin]->xbin = xbin;
+             maxsum = suminwindow;
+             windowPt[xbin]->fYmin = ybin;
+             windowPt[xbin]->fYmax = ybin + ywindow;
+             windowPt[xbin]->fWeight = suminwindow;
+             windowPt[xbin]->fXbin = xbin;
            }
        }
     }
@@ -692,19 +1087,19 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
   for(Int_t i=0; i<nbinsx; i++)
     {
       top=butt=0;
-      Int_t xbin = windowPt[i]->xbin;
+      Int_t xbin = windowPt[i]->fXbin;
       
       if(xbin<xmin || xbin > xmax-1) continue;
       
       //Check if this is really a local maxima
-      if(anotherPt[xbin-1]->weight > anotherPt[xbin]->weight ||
-        anotherPt[xbin+1]->weight > anotherPt[xbin]->weight)
+      if(anotherPt[xbin-1]->fWeight > anotherPt[xbin]->fWeight ||
+        anotherPt[xbin+1]->fWeight > anotherPt[xbin]->fWeight)
        continue;
 
-      for(Int_t j=windowPt[i]->ymin; j<windowPt[i]->ymax; j++)
+      for(Int_t j=windowPt[i]->fYmin; j<windowPt[i]->fYmax; j++)
        {
          //Calculate the mean in y direction:
-         Int_t bin = fCurrentHisto->GetBin(windowPt[i]->xbin,j);
+         Int_t bin = fCurrentHisto->GetBin(windowPt[i]->fXbin,j);
          top += (fCurrentHisto->GetBinCenterY(j))*(fCurrentHisto->GetBinContent(bin));
          butt += fCurrentHisto->GetBinContent(bin);
        }
@@ -712,7 +1107,7 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
       if(butt < fThreshold)
        continue;
       
-      fXPeaks[fNPeaks] = fCurrentHisto->GetBinCenterX(windowPt[i]->xbin);
+      fXPeaks[fNPeaks] = fCurrentHisto->GetBinCenterX(windowPt[i]->fXbin);
       fYPeaks[fNPeaks] = top/butt;
       fWeight[fNPeaks] = (Int_t)butt;
       //cout<<"mean in y "<<ypeaks[n]<<" on x "<<windowPt[i]->xbin<<" content "<<butt<<endl;
@@ -732,12 +1127,12 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
   for(Int_t i=0; i<fNPeaks; i++)
     {
       Int_t xbin = fCurrentHisto->FindXbin(fXPeaks[i]);
-      if(xbin - x_bin_sides < xmin || xbin + x_bin_sides > xmax) continue;
+      if(xbin - xbinsides < xmin || xbin + xbinsides > xmax) continue;
       top=butt=0;
       ytop=0,ybutt=0;    
       w=0;
-      prev = xbin - x_bin_sides+1;
-      for(Int_t j=xbin-x_bin_sides; j<=xbin+x_bin_sides; j++)
+      prev = xbin - xbinsides+1;
+      for(Int_t j=xbin-xbinsides; j<=xbin+xbinsides; j++)
        {
          /*
          //Check if the windows are overlapping:
@@ -746,10 +1141,10 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
          prev = j;
          */
          
-         top += fCurrentHisto->GetBinCenterX(j)*anotherPt[j]->weight;
-         butt += anotherPt[j]->weight;
+         top += fCurrentHisto->GetBinCenterX(j)*anotherPt[j]->fWeight;
+         butt += anotherPt[j]->fWeight;
          
-         for(Int_t k=anotherPt[j]->ymin; k<anotherPt[j]->ymax; k++)
+         for(Int_t k=anotherPt[j]->fYmin; k<anotherPt[j]->fYmax; k++)
            {
              Int_t bin = fCurrentHisto->GetBin(j,k);
              ytop += (fCurrentHisto->GetBinCenterY(k))*(fCurrentHisto->GetBinContent(bin));
@@ -782,15 +1177,14 @@ void AliL3HoughMaxFinder::FindPeak1(Int_t y_window,Int_t x_bin_sides)
     delete windowPt[i];
   delete [] windowPt;
   delete [] anotherPt;
-  
 }
 
-void AliL3HoughMaxFinder::SortPeaks(struct AxisWindow **a,Int_t first,Int_t last)
+void AliL3HoughMaxFinder::SortPeaks(struct AliL3AxisWindow **a,Int_t first,Int_t last)
 {
   //General sorting routine
   //Sort according to PeakCompare()
 
-  static struct AxisWindow *tmp;
+  static struct AliL3AxisWindow *tmp;
   static int i;           // "static" to save stack space
   int j;
   
@@ -827,12 +1221,12 @@ void AliL3HoughMaxFinder::SortPeaks(struct AxisWindow **a,Int_t first,Int_t last
   
 }
 
-Int_t AliL3HoughMaxFinder::PeakCompare(struct AxisWindow *a,struct AxisWindow *b)
+Int_t AliL3HoughMaxFinder::PeakCompare(struct AliL3AxisWindow *a,struct AliL3AxisWindow *b) const
 {
-  if(a->weight < b->weight) return 1;
-  if(a->weight > b->weight) return -1;
+  // Peak comparison based on peaks weight
+  if(a->fWeight < b->fWeight) return 1;
+  if(a->fWeight > b->fWeight) return -1;
   return 0;
-
 }
 
 void AliL3HoughMaxFinder::FindPeak(Int_t t1,Double_t t2,Int_t t3)
@@ -857,8 +1251,8 @@ void AliL3HoughMaxFinder::FindPeak(Int_t t1,Double_t t2,Int_t t3)
   Int_t nbinsx = hist->GetNbinsX()+1;
   
   Int_t *m = new Int_t[nbinsx];
-  Int_t *m_low = new Int_t[nbinsx];
-  Int_t *m_up = new Int_t[nbinsx];
+  Int_t *mlow = new Int_t[nbinsx];
+  Int_t *mup = new Int_t[nbinsx];
   
   
  recompute:  //this is a goto.
@@ -866,11 +1260,11 @@ void AliL3HoughMaxFinder::FindPeak(Int_t t1,Double_t t2,Int_t t3)
   for(Int_t i=0; i<nbinsx; i++)
     {
       m[i]=0;
-      m_low[i]=0;
-      m_up[i]=0;
+      mlow[i]=0;
+      mup[i]=0;
     }
 
-  Int_t max_x=0,sum=0,max_xbin=0,bin=0;
+  Int_t maxx=0,sum=0,maxxbin=0,bin=0;
 
   for(Int_t xbin=xmin; xbin<=xmax; xbin++)
     {
@@ -888,132 +1282,153 @@ void AliL3HoughMaxFinder::FindPeak(Int_t t1,Double_t t2,Int_t t3)
          if(sum > m[xbin]) //Max value locally in this xbin
            {
              m[xbin]=sum;
-             m_low[xbin]=ybin;
-             m_up[xbin]=ybin + t1;
+             mlow[xbin]=ybin;
+             mup[xbin]=ybin + t1;
            }
          
        }
       
-      if(m[xbin] > max_x) //Max value globally in x-direction
+      if(m[xbin] > maxx) //Max value globally in x-direction
        {
-         max_xbin = xbin;
-         max_x = m[xbin];//sum;
+         maxxbin = xbin;
+         maxx = m[xbin];//sum;
        }
     }
-  //printf("max_xbin %d max_x %d m_low %d m_up %d\n",max_xbin,max_x,m_low[max_xbin],m_up[max_xbin]);
-  //printf("ylow %f yup %f\n",hist->GetBinCenterY(m_low[max_xbin]),hist->GetBinCenterY(m_up[max_xbin]));
+  //printf("maxxbin %d maxx %d mlow %d mup %d\n",maxxbin,maxx,mlow[maxxbin],mup[maxxbin]);
+  //printf("ylow %f yup %f\n",hist->GetBinCenterY(mlow[maxxbin]),hist->GetBinCenterY(mup[maxxbin]));
 
   //Determine a width in the x-direction
-  Int_t x_low=0,x_up=0;
+  Int_t xlow=0,xup=0;
   
-  for(Int_t xbin=max_xbin-1; xbin >= xmin; xbin--)
+  for(Int_t xbin=maxxbin-1; xbin >= xmin; xbin--)
     {
-      if(m[xbin] < max_x*t2)
+      if(m[xbin] < maxx*t2)
        {
-         x_low = xbin+1;
+         xlow = xbin+1;
          break;
        }
     }
-  for(Int_t xbin = max_xbin+1; xbin <=xmax; xbin++)
+  for(Int_t xbin = maxxbin+1; xbin <=xmax; xbin++)
     {
-      if(m[xbin] < max_x*t2)
+      if(m[xbin] < maxx*t2)
        {
-         x_up = xbin-1;
+         xup = xbin-1;
          break;
        }
     }
   
-  Double_t top=0,butt=0,value,x_peak;
-  if(x_up - x_low + 1 > t3)
+  Double_t top=0,butt=0,value,xpeak;
+  if(xup - xlow + 1 > t3)
     {
       t1 -= 1;
-      printf("\nxrange out if limit x_up %d x_low %d t1 %d\n\n",x_low,x_up,t1);
+      printf("\nxrange out if limit xup %d xlow %d t1 %d\n\n",xlow,xup,t1);
       if(t1 > 1)
        goto recompute;
       else
        {
-         x_peak = hist->GetBinCenterX(max_xbin);
+         xpeak = hist->GetBinCenterX(maxxbin);
          goto moveon;
        }
     }
   
-  //printf("xlow %f xup %f\n",hist->GetBinCenterX(x_low),hist->GetBinCenterX(x_up));
-  //printf("Spread in x %d\n",x_up-x_low +1);
+  //printf("xlow %f xup %f\n",hist->GetBinCenterX(xlow),hist->GetBinCenterX(xup));
+  //printf("Spread in x %d\n",xup-xlow +1);
 
   //Now, calculate the center of mass in x-direction
-  for(Int_t xbin=x_low; xbin <= x_up; xbin++)
+  for(Int_t xbin=xlow; xbin <= xup; xbin++)
     {
       value = hist->GetBinCenterX(xbin);
       top += value*m[xbin];
       butt += m[xbin];
     }
-  x_peak = top/butt;
+  xpeak = top/butt;
   
  moveon:
   
   //Find the peak in y direction:
-  Int_t x_l = hist->FindXbin(x_peak);
-  if(hist->GetBinCenterX(x_l) > x_peak)
-    x_l--;
+  Int_t xl = hist->FindXbin(xpeak);
+  if(hist->GetBinCenterX(xl) > xpeak)
+    xl--;
 
-  Int_t x_u = x_l + 1;
+  Int_t xu = xl + 1;
   
-  if(hist->GetBinCenterX(x_l) > x_peak || hist->GetBinCenterX(x_u) <= x_peak)
-    printf("\nAliL3HoughMaxFinder::FindPeak : Wrong xrange %f %f %f\n\n",hist->GetBinCenterX(x_l),x_peak,hist->GetBinCenterX(x_u));
+  if(hist->GetBinCenterX(xl) > xpeak || hist->GetBinCenterX(xu) <= xpeak)
+    printf("\nAliL3HoughMaxFinder::FindPeak : Wrong xrange %f %f %f\n\n",hist->GetBinCenterX(xl),xpeak,hist->GetBinCenterX(xu));
     
-    //printf("\nxlow %f xup %f\n",hist->GetBinCenterX(x_l),hist->GetBinCenterX(x_u));
+    //printf("\nxlow %f xup %f\n",hist->GetBinCenterX(xl),hist->GetBinCenterX(xu));
 
   value=top=butt=0;
   
-  //printf("ylow %f yup %f\n",hist->GetBinCenterY(m_low[x_l]),hist->GetBinCenterY(m_up[x_l]));
-  //printf("ylow %f yup %f\n",hist->GetBinCenterY(m_low[x_u]),hist->GetBinCenterY(m_up[x_u]));
+  //printf("ylow %f yup %f\n",hist->GetBinCenterY(mlow[xl]),hist->GetBinCenterY(mup[xl]));
+  //printf("ylow %f yup %f\n",hist->GetBinCenterY(mlow[xu]),hist->GetBinCenterY(mup[xu]));
   
-  for(Int_t ybin=m_low[x_l]; ybin <= m_up[x_l]; ybin++)
+  for(Int_t ybin=mlow[xl]; ybin <= mup[xl]; ybin++)
     {
       value = hist->GetBinCenterY(ybin);
-      bin = hist->GetBin(x_l,ybin);
+      bin = hist->GetBin(xl,ybin);
       top += value*hist->GetBinContent(bin);
       butt += hist->GetBinContent(bin);
     }
-  Double_t y_peak_low = top/butt;
+  Double_t ypeaklow = top/butt;
   
-  //printf("y_peak_low %f\n",y_peak_low);
+  //printf("ypeaklow %f\n",ypeaklow);
 
   value=top=butt=0;
-  for(Int_t ybin=m_low[x_u]; ybin <= m_up[x_u]; ybin++)
+  for(Int_t ybin=mlow[xu]; ybin <= mup[xu]; ybin++)
     {
       value = hist->GetBinCenterY(ybin);
-      bin = hist->GetBin(x_u,ybin);
+      bin = hist->GetBin(xu,ybin);
       top += value*hist->GetBinContent(bin);
       butt += hist->GetBinContent(bin);
     }
-  Double_t y_peak_up = top/butt;
+  Double_t ypeakup = top/butt;
   
-  //printf("y_peak_up %f\n",y_peak_up);
+  //printf("ypeakup %f\n",ypeakup);
 
-  Double_t x_value_up = hist->GetBinCenterX(x_u);
-  Double_t x_value_low = hist->GetBinCenterX(x_l);
+  Double_t xvalueup = hist->GetBinCenterX(xu);
+  Double_t xvaluelow = hist->GetBinCenterX(xl);
 
-  Double_t y_peak = (y_peak_low*(x_value_up - x_peak) + y_peak_up*(x_peak - x_value_low))/(x_value_up - x_value_low);
+  Double_t ypeak = (ypeaklow*(xvalueup - xpeak) + ypeakup*(xpeak - xvaluelow))/(xvalueup - xvaluelow);
 
 
   //Find the weight:
-  //bin = hist->FindBin(x_peak,y_peak);
+  //bin = hist->FindBin(xpeak,ypeak);
   //Int_t weight = (Int_t)hist->GetBinContent(bin);
 
   //AliL3HoughTrack *track = new AliL3HoughTrack();
-  //track->SetTrackParameters(x_peak,y_peak,weight);
-  fXPeaks[fNPeaks]=x_peak;
-  fYPeaks[fNPeaks]=y_peak;
+  //track->SetTrackParameters(xpeak,ypeak,weight);
+  fXPeaks[fNPeaks]=xpeak;
+  fYPeaks[fNPeaks]=ypeak;
   fWeight[fNPeaks]=(Int_t)hist->GetBinContent(bin);
   fNPeaks++;
   
   delete [] m;
-  delete [] m_low;
-  delete [] m_up;
+  delete [] mlow;
+  delete [] mup;
   
   //return track;
+}
 
-    
+Float_t AliL3HoughMaxFinder::GetXPeakSize(Int_t i) const
+{
+  // Get X size of a peak
+  if(i<0 || i>fNMax)
+    {
+      STDCERR<<"AliL3HoughMaxFinder::GetXPeakSize : Invalid index "<<i<<STDENDL;
+      return 0;
+    }
+  Float_t binwidth = fCurrentHisto->GetBinWidthX();
+  return binwidth*(fENDXPeaks[i]-fSTARTXPeaks[i]+1);
 }
 
+Float_t AliL3HoughMaxFinder::GetYPeakSize(Int_t i) const
+{
+  // Get Y size of a peak
+  if(i<0 || i>fNMax)
+    {
+      STDCERR<<"AliL3HoughMaxFinder::GetYPeak : Invalid index "<<i<<STDENDL;
+      return 0;
+    }
+  Float_t binwidth = fCurrentHisto->GetBinWidthY();
+  return binwidth*(fENDYPeaks[i]-fSTARTYPeaks[i]+1);
+}