-//Author: Anders Strand Vestbo
-//Last Modified: 28.6.01
+//$Id$
+
+// Author: Anders Vestbo <mailto:vestbo@fi.uib.no>
+//*-- Copyright © ASV
+
#include <string.h>
-#include <TCanvas.h>
-#include <TFile.h>
+#include "AliL3HoughMerger.h"
+#include "AliL3HoughIntMerger.h"
+#include "AliL3HoughGlobalMerger.h"
+#include "AliL3Logging.h"
#include "AliL3Histogram.h"
#include "AliL3Hough.h"
#include "AliL3HoughTransformer.h"
#include "AliL3HoughMaxFinder.h"
+#ifdef use_aliroot
#include "AliL3FileHandler.h"
+#else
+#include "AliL3MemHandler.h"
+#endif
#include "AliL3DigitData.h"
#include "AliL3HoughEval.h"
#include "AliL3Transform.h"
#include "AliL3TrackArray.h"
#include "AliL3HoughTrack.h"
+
+//_____________________________________________________________
+// AliL3Hough
+//
+// Interface class for the Hough transform
+//
+// Example how to use:
+//
+// AliL3Hough *hough = new AliL3Hough(path,kTRUE,NumberOfEtaSegments);
+// hough->ReadData(slice);
+// hough->Transform();
+// hough->FindTrackCandidates();
+//
+// AliL3TrackArray *tracks = hough->GetTracks(patch);
+
ClassImp(AliL3Hough)
AliL3Hough::AliL3Hough()
{
-
-
-
+ //Constructor
+
+ fBinary = kFALSE;
+ fNEtaSegments = 0;
+ fAddHistograms = kFALSE;
+ fDoIterative = kFALSE;
+ fWriteDigits=kFALSE;
+ fNPatches=0;
+ fMemHandler = 0;
+ fHoughTransformer = 0;
+ fEval = 0;
+ fPeakFinder = 0;
+ fTracks = 0;
+ fMerger = 0;
+ fInterMerger = 0;
+ fGlobalMerger = 0;
+ fTransform = 0;
}
-AliL3Hough::AliL3Hough(Int_t n_eta_segments,Int_t xbin,Double_t *xrange,Int_t ybin,Double_t *yrange)
+AliL3Hough::AliL3Hough(Char_t *path,Bool_t binary,Int_t n_eta_segments)
{
-
- fNEtaSegments = n_eta_segments;
- fNxbin = xbin;
- fNybin = ybin;
- fXmin = xrange[0];
- fXmax = xrange[1];
- fYmin = yrange[0];
- fYmax = yrange[1];
+ //Default ctor.
- fMemHandler = new AliL3FileHandler();
- fMaxFinder = new AliL3HoughMaxFinder("KappaPhi");
- fEval = new AliL3HoughEval();
- fTransform = new AliL3Transform();
- fDeleteTrack = kTRUE;
- fTracks = new AliL3TrackArray("AliL3HoughTrack");
+ fBinary = binary;
+ strcpy(fPath,path);
+ fNEtaSegments = n_eta_segments;
+ fAddHistograms = kFALSE;
+ fDoIterative = kFALSE;
+ fWriteDigits = kFALSE;
+ Init();
}
AliL3Hough::~AliL3Hough()
{
-
- if(fHoughTransformer)
- delete fHoughTransformer;
- if(fMemHandler)
- delete fMemHandler;
- if(fMaxFinder)
- delete fMaxFinder;
- if(fEval)
- delete fEval;
+ //dtor
+
+ CleanUp();
+ if(fMerger)
+ delete fMerger;
+ if(fInterMerger)
+ delete fInterMerger;
+ if(fPeakFinder)
+ delete fPeakFinder;
+ if(fGlobalMerger)
+ delete fGlobalMerger;
if(fTransform)
delete fTransform;
}
-void AliL3Hough::SetInput(Char_t *input,Bool_t binary)
+void AliL3Hough::CleanUp()
{
- if(binary)
+ //Cleanup memory
+
+ for(Int_t i=0; i<fNPatches; i++)
{
- strcpy(fPath,input);
- fUseBinary = kTRUE;
+ if(fTracks[i]) delete fTracks[i];
+ if(fEval[i]) delete fEval[i];
+ if(fHoughTransformer[i]) delete fHoughTransformer[i];
+ if(fMemHandler[i]) delete fMemHandler[i];
}
- else
+
+ /*
+ if(fTracks) delete [] fTracks;
+ if(fEval) delete [] fEval;
+ if(fHoughTransformer) delete [] fHoughTransformer;
+ if(fMemHandler) delete [] fMemHandler;
+ */
+}
+
+void AliL3Hough::Init()
+{
+ fPeakThreshold = 0;
+ fNPatches = NPatches;
+ fTransform = new AliL3Transform(fPath);
+ fHoughTransformer = new AliL3HoughBaseTransformer*[fNPatches];
+#ifdef use_aliroot
+ fMemHandler = new AliL3FileHandler*[fNPatches];
+#else
+ fMemHandler = new AliL3MemHandler*[fNPatches];
+#endif
+ fTracks = new AliL3TrackArray*[fNPatches];
+ fEval = new AliL3HoughEval*[fNPatches];
+ for(Int_t i=0; i<fNPatches; i++)
{
- TFile *file = new TFile(input);
- fMemHandler->SetAliInput(file);
- fUseBinary = kFALSE;
+ fHoughTransformer[i] = new AliL3HoughTransformer(1,i,fNEtaSegments);
+ fHoughTransformer[i]->SetTransformer(fTransform);
+ //fHoughTransformer[i]->CreateHistograms(64,-0.003,0.003,64,-0.26,0.26);
+ fHoughTransformer[i]->CreateHistograms(64,0.1,64,-30,30);
+ fHoughTransformer[i]->SetThreshold(3);
+ fEval[i] = new AliL3HoughEval();
+ fTracks[i] = new AliL3TrackArray("AliL3HoughTrack");
+#ifdef use_aliroot
+ fMemHandler[i] = new AliL3FileHandler();
+ if(!fBinary)
+ fMemHandler[i]->SetAliInput(fPath);
+#else
+ fMemHandler[i] = new AliL3MemHandler();
+#endif
+
}
-
+ fPeakFinder = new AliL3HoughMaxFinder("KappaPhi");
+ fMerger = new AliL3HoughMerger(fNPatches);
+ fInterMerger = new AliL3HoughIntMerger();
+ fGlobalMerger = 0;
}
-void AliL3Hough::ProcessSlice(Int_t slice)
+void AliL3Hough::Process(Int_t minslice,Int_t maxslice)
{
+ //Process all slices [minslice,maxslice].
+ fGlobalMerger = new AliL3HoughGlobalMerger(minslice,maxslice);
+
+ for(Int_t i=minslice; i<=maxslice; i++)
+ {
+ ReadData(i);
+ Transform();
+ if(fAddHistograms)
+ AddAllHistograms();
+ FindTrackCandidates();
+ Evaluate();
+ fGlobalMerger->FillTracks(fTracks[0],i);
+ }
+
}
-void AliL3Hough::ProcessPatch(Int_t slice,Int_t patch)
+void AliL3Hough::ReadData(Int_t slice)
{
+ //Read data from files, binary or root.
+
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ fMemHandler[i]->Free();
+ UInt_t ndigits=0;
+ AliL3DigitRowData *digits =0;
+ Char_t name[256];
+ if(fBinary)//take input data from binary files
+ {
+ sprintf(name,"%sdigits_%d_%d.raw",fPath,slice,i);
+ fMemHandler[i]->SetBinaryInput(name);
+ digits = (AliL3DigitRowData *)fMemHandler[i]->CompBinary2Memory(ndigits);
+ fMemHandler[i]->CloseBinaryInput();
+ }
+ else //read data from root file
+ {
+#ifdef use_aliroot
+ fMemHandler[i]->Init(slice,i,NRows[i]);
+ digits=(AliL3DigitRowData *)fMemHandler[i]->AliDigits2Memory(ndigits);
+#else
+ cerr<<"You cannot read from rootfile now"<<endl;
+#endif
+ }
+ fHoughTransformer[i]->SetInputData(ndigits,digits);
+ }
+}
+
+void AliL3Hough::Transform(Int_t row_range)
+{
+ //Transform all data given to the transformer within the given slice
+ //(after ReadData(slice))
+
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ fHoughTransformer[i]->Reset();//Reset the histograms
+ if(row_range < 0)
+ fHoughTransformer[i]->TransformCircle();
+ else
+ fHoughTransformer[i]->TransformCircleC(row_range);
+ }
+}
+
+void AliL3Hough::MergePatches()
+{
+ if(fAddHistograms) //Nothing to merge here
+ return;
+ fMerger->SetTransformer(fTransform);
+ fMerger->MergePatches(kTRUE);
+}
+
+void AliL3Hough::MergeInternally()
+{
+ if(fAddHistograms)
+ fInterMerger->FillTracks(fTracks[0]);
+ else
+ fInterMerger->FillTracks(fMerger->GetOutTracks());
- Char_t histname[50];
- Int_t i;
+ fInterMerger->MMerge();
+}
+
+void AliL3Hough::ProcessSliceIter()
+{
+ //Process current slice (after ReadData(slice)) iteratively.
- if(fHoughTransformer)
- delete fHoughTransformer;
- fHoughTransformer = new AliL3HoughTransformer(slice,patch);//,0,fNEtaSegments);
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ ProcessPatchIter(i);
+ fMerger->FillTracks(fTracks[i],i); //Copy tracks to merger
+ }
- fHistos = new AliL3Histogram*[fNEtaSegments];
- printf("Allocating %d bytes to histograms\n",fNEtaSegments*sizeof(AliL3Histogram));
- for(i=0; i<fNEtaSegments; i++)
+}
+
+void AliL3Hough::ProcessPatchIter(Int_t patch)
+{
+ //Process patch in a iterative way.
+ //transform + peakfinding + evaluation + transform +...
+
+ Int_t num_of_tries = 10;
+ AliL3HoughBaseTransformer *tr = fHoughTransformer[patch];
+ AliL3TrackArray *tracks = fTracks[patch];
+ tracks->Reset();
+ AliL3HoughEval *ev = fEval[patch];
+ ev->InitTransformer(tr);
+ ev->RemoveFoundTracks();
+ ev->SetNumOfRowsToMiss(2);
+ ev->SetNumOfPadsToLook(2);
+ AliL3Histogram *hist;
+ for(Int_t t=0; t<num_of_tries; t++)
{
- sprintf(histname,"hist%d",i);
- fHistos[i] = new AliL3Histogram(histname,"",fNxbin,fXmin,fXmax,fNybin,fYmin,fYmax);
+ tr->Reset();
+ tr->TransformCircle();
+ for(Int_t i=0; i<fNEtaSegments; i++)
+ {
+ hist = tr->GetHistogram(i);
+ if(hist->GetNEntries()==0) continue;
+ fPeakFinder->SetHistogram(hist);
+ //Int_t n=1;
+ Float_t x,y;
+ //fPeakFinder->FindAbsMaxima(*x,*y);
+ fPeakFinder->FindPeak(3,0.95,5,x,y);
+ AliL3HoughTrack *track = (AliL3HoughTrack*)tracks->NextTrack();
+ track->SetTrackParameters(x,y,1);
+ if(!ev->LookInsideRoad(track,i))
+ {
+ tracks->Remove(tracks->GetNTracks()-1);
+ tracks->Compress();
+ }
+ }
}
+ LOG(AliL3Log::kInformational,"AliL3Hough::ProcessPatch","NTracks")
+ <<AliL3Log::kDec<<"Found "<<tracks->GetNTracks()<<" tracks in patch "<<patch<<ENDLOG;
+}
- Char_t name[256];
-
- UInt_t ndigits=0;
- AliL3DigitRowData *digits =0;
- // fMemHandler->Init(slice,patch,NRows[patch]);
- //fMemHandler->Init(fTransform);
- if(fUseBinary)
+
+void AliL3Hough::AddAllHistograms()
+{
+ //Add the histograms within one etaslice.
+ //Resulting histogram are in patch=0.
+
+ for(Int_t i=0; i<fNEtaSegments; i++)
{
- fMemHandler->Free();
- sprintf(name,"%sdigits_%d_%d.raw",fPath,slice,patch);
- fMemHandler->SetBinaryInput(name);
- digits = (AliL3DigitRowData *)fMemHandler->CompBinary2Memory(ndigits);
- fMemHandler->CloseBinaryInput();
+ AliL3Histogram *hist0 = fHoughTransformer[0]->GetHistogram(i);
+ for(Int_t j=1; j<fNPatches; j++)
+ {
+ AliL3Histogram *hist = fHoughTransformer[j]->GetHistogram(i);
+ hist0->Add(hist);
+ }
}
+ fAddHistograms = kTRUE;
+}
+
+void AliL3Hough::FindTrackCandidates()
+{
+ //Look for peaks in histograms, and find the track candidates
+
+ Int_t n_patches;
+ if(fAddHistograms)
+ n_patches = 1; //Histograms has been added.
else
+ n_patches = fNPatches;
+
+
+ for(Int_t i=0; i<n_patches; i++)
{
- digits=(AliL3DigitRowData *)fMemHandler->AliDigits2Memory(ndigits);
+ AliL3HoughBaseTransformer *tr = fHoughTransformer[i];
+ Double_t eta_slice = (tr->GetEtaMax()-tr->GetEtaMin()/tr->GetNEtaSegments());
+ fTracks[i]->Reset();
+ for(Int_t j=0; j<fNEtaSegments; j++)
+ {
+ AliL3Histogram *hist = tr->GetHistogram(j);
+ if(hist->GetNEntries()==0) continue;
+ fPeakFinder->SetHistogram(hist);
+ fPeakFinder->SetThreshold(fPeakThreshold);
+ Int_t n=20;
+ Float_t x[n];
+ Float_t y[n];
+ Int_t weight[n];
+ //fPeakFinder->FindPeak1(x,y,weight,n,2,1);
+ fPeakFinder->FindMaxima(x,y,weight,n);
+ for(Int_t k=0; k<n; k++)
+ {
+ if(weight[k] == 0) continue;
+
+ AliL3HoughTrack *track = (AliL3HoughTrack*)fTracks[i]->NextTrack();
+ track->SetTrackParameters(x[k],y[k],weight[k]);
+ track->SetEtaIndex(j);
+ track->SetEta((Double_t)(j*eta_slice));
+ track->SetRowRange(NRows[0][0],NRows[5][1]);
+ }
+ }
+ fTracks[i]->QSort();
}
- printf("Setting up tables\n");
- fHoughTransformer->SetHistogram(fHistos[0]);
- fHoughTransformer->InitTables();
- fHoughTransformer->SetInputData(ndigits,digits);
- fEval->SetTransformer(fHoughTransformer);
+}
+
+void AliL3Hough::Evaluate(Int_t road_width)
+{
+ //Evaluate the tracks, by looking along the road in the raw data.
- AliL3HoughTrack *track;
- Int_t good_count;
- while(1)
+
+ if(!fTracks[0])
{
- fHoughTransformer->TransformTables(fHistos);
-
- good_count=0;
- for(Int_t e=0; e<fNEtaSegments; e++)
+ LOG(AliL3Log::kError,"AliL3Hough::Evaluate","Track Array")
+ <<"No tracks to work with..."<<ENDLOG;
+ return;
+ }
+
+ printf("Number of tracks before evaluation %d\n",fTracks[0]->GetNTracks());
+ AliL3TrackArray *tracks;
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ fEval[i]->InitTransformer(fHoughTransformer[i]);
+ continue;
+ fEval[i]->SetNumOfRowsToMiss(2);
+ fEval[i]->SetNumOfPadsToLook(road_width);
+ if(fAddHistograms)
+ tracks = fTracks[0];
+ else
+ tracks = fTracks[i];
+ for(Int_t j=0; j<tracks->GetNTracks(); j++)
{
- fMaxFinder->SetHistogram(fHistos[e]);
- track = (AliL3HoughTrack*)fMaxFinder->FindPeak(3,0.95,5);
- if(fEval->LookInsideRoad(track,e,fDeleteTrack))
+ AliL3HoughTrack *track = (AliL3HoughTrack*)tracks->GetCheckedTrack(j);
+ if(!track)
{
- //Found a good track here
- fTracks->AddLast(track);
- good_count++;
+ LOG(AliL3Log::kWarning,"AliL3Hough::Evaluate","Track array")
+ <<"Track object missing!"<<ENDLOG;
+ continue;
}
+
+ if(!fEval[i]->LookInsideRoad(track,track->GetEtaIndex()))
+ tracks->Remove(j);
+ if(fAddHistograms)
+ track->SetRowRange(NRows[0][0],NRows[5][1]);//All rows included
+ }
+ tracks->Compress();
+ tracks->QSort(); //Sort the tracks according to weight
+
+ if(!fAddHistograms)
+ fMerger->FillTracks(tracks,i); //Copy tracks to the track merger
+ }
+
+}
+
+void AliL3Hough::EvaluateWithEta()
+{
+ if(!fTracks[0])
+ {
+ printf("AliL3Hough::EvaluateWithEta: NO TRACKS\n");
+ return;
+ }
+ printf("Number of tracks before evaluation %d\n",fTracks[0]->GetNTracks());
+
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ fEval[i]->InitTransformer(fHoughTransformer[i]);
+ fEval[i]->FindEta(fTracks[0]);
+ }
+ fMerger->FillTracks(fTracks[0],0);
+}
+
+void AliL3Hough::WriteTracks(Char_t *path)
+{
+ AliL3MemHandler *mem = new AliL3MemHandler();
+ Char_t fname[100];
+ if(fAddHistograms)
+ {
+ sprintf(fname,"%s/tracks.raw",path);
+ mem->SetBinaryOutput(fname);
+ mem->TrackArray2Binary(fTracks[0]);
+ mem->CloseBinaryOutput();
+ }
+ else
+ {
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ sprintf(fname,"%s/tracks_%d.raw",path,i);
+ mem->SetBinaryOutput(fname);
+ mem->TrackArray2Binary(fTracks[i]);
+ mem->CloseBinaryOutput();
}
- break;
- if(good_count==0)
- break;
}
- printf("good_count %d\n",good_count);
+ delete mem;
}
+#ifdef use_aliroot
+void AliL3Hough::WriteDigits(Char_t *outfile)
+{
+ //Write the current data to a new rootfile.
+ for(Int_t i=0; i<fNPatches; i++)
+ {
+ AliL3DigitRowData *tempPt = (AliL3DigitRowData*)fHoughTransformer[i]->GetDataPointer();
+ fMemHandler[i]->AliDigits2RootFile(tempPt,outfile);
+ }
+
+}
+#endif