Exemplo n.º 1
0
void PartitionRenato(int argc,char** argv)
{
    std::string aName;
    double  aPropSzW=0.1,aSeuil=75;
    double aPropExag = 0.1;
    int aNbIter = 3;
    ElInitArgMain
    (
        argc,argv,
        LArgMain()  << EAMC(aName,"Name Input"),
        LArgMain()  <<  EAM(aPropSzW,"PropSzW",true,"Prop Size of W, def =0.1")
                     <<  EAM(aSeuil,"Seuil",true,"Threshold beetween Black & White, Def=75")
    );
    

    Tiff_Im aTIn = Tiff_Im::UnivConvStd(aName);
    Pt2di aSz = aTIn.sz();
    int aSzW = round_ni((euclid(aSz)*aPropSzW) / sqrt(aNbIter));
    Im2D_REAL4 anIm0(aSz.x,aSz.y);
    Im2D_REAL4 anIm1(aSz.x,aSz.y);
    Im2D_U_INT1 aImInside(aSz.x,aSz.y,1);

    ELISE_COPY(anIm0.all_pts(),255-aTIn.in(),anIm0.out());

    int aNbF = 3;
    for (int aKF=0 ; aKF<aNbF ; aKF++)
    {
        Im2D_REAL4 anImFond(aSz.x,aSz.y);
        Fonc_Num aFIn = anIm0.in(0);
        for (int aK=0 ; aK<aNbIter ; aK++)
           aFIn = (rect_som(aFIn,aSzW)*aImInside.in(0)) / Max(1.0,rect_som(aImInside.in(0),aSzW));

       ELISE_COPY(anImFond.all_pts(),aFIn,anImFond.out());
       if (aKF == (aNbF-1))
       {
              Fonc_Num aF = anIm0.in()-anImFond.in();
              aF = aF / aSeuil;
              aF = (aF -0.1) / (1-2*aPropExag);
              aF = Max(0.0,Min(1.0,aF));
              ELISE_COPY(anIm1.all_pts(),255.0 *(1-aF),anIm1.out());
       }
       else
       {
            ELISE_COPY
            (
                 aImInside.all_pts(),
                 anIm0.in() < anImFond.in()+aSeuil,
                 aImInside.out()
            );
       }
       
    }
    


    Tiff_Im::Create8BFromFonc(std::string("Bin-")+StdPrefix(aName)+".tif",aTIn.sz(),anIm1.in());
}
Exemplo n.º 2
0
void DebugDrag()
{
   std::string aDir = "/media/data1/Jeux-Tests/Dragon-2/MEC2Im-Epi_Im1_Right_IMGP7511_IMGP7512.tif-Epi_Im2_Left_IMGP7511_IMGP7512.tif/";
   std::string aNamePx = "Px1_Num6_DeZoom2_LeChantier.tif";
   std::string aNameMasq = "AutoMask_LeChantier_Num_5.tif";

   Tiff_Im aTP = Tiff_Im::StdConv(aDir+aNamePx);
   Tiff_Im aTM = Tiff_Im::StdConv(aDir+aNameMasq);

   double aMinPx;
   ELISE_COPY
   (
        aTP.all_pts(),
        aTP.in() * aTM.in(),
        VMin(aMinPx)
   );

   std::cout << "MIN PX " << aMinPx << "\n";
}
Exemplo n.º 3
0
void TestNtt(const std::string &aName)
{
    Tiff_Im aTF = Tiff_Im::StdConvGen(aName,1,true);

    Pt2di aSz = aTF.sz();
    Im2D_REAL4 aI0(aSz.x,aSz.y);
    ELISE_COPY( aTF.all_pts(),aTF.in(),aI0.out());

    int aWSz=2;

    TIm2D<REAL4,REAL8> aTIm(aI0);

     double aSomGlob=0.0;
     double aNbGlob=0.0;

     for (int aKdx=-aWSz ; aKdx<=aWSz ; aKdx+=aWSz)
     {
         printf("## ");
         for (int aKdy=-aWSz ; aKdy<=aWSz ; aKdy+=aWSz)
         {
             int aDx = aKdx;
             int aDy = aKdy;
             Pt2di aDep(aDx,aDy);
             Pt2di aP;
             RMat_Inertie aMat;
             for (aP.x = aWSz ; aP.x<aSz.x-aWSz ; aP.x++)
             {
                 for (aP.y=aWSz ; aP.y<aSz.y-aWSz ; aP.y++)
                 {
                      aMat.add_pt_en_place(aTIm.get(aP),aTIm.get(aP+aDep));
                 }
             }
             double aC = aMat.correlation();
             aC = 1-aC;
             if (dist8(aDep) == aWSz)
             {
                aSomGlob += aC;
                aNbGlob ++;
             }
             printf(" %4d",round_ni(10000*(aC)));
         }
         printf("\n");
     }
     aSomGlob /= aNbGlob;
     std::cout  <<  " G:" << aSomGlob << "\n";
     printf("\n\n");
  
}
Exemplo n.º 4
0
template <class Type> void Bench_PackB_IM<Type>::TiffVerif()
{

   Pt2di SzDalle = Pt2di(mPer,64);

    Tiff_Im  aTifFile
    (
         ELISE_BFI_DATA_DIR "ex.tif",  
         sz,
         type_of_ptr((Type *)0),
         Tiff_Im::NoByte_PackBits_Compr,
         Tiff_Im::BlackIsZero,
            L_Arg_Opt_Tiff()
           +  Arg_Tiff(Tiff_Im::ATiles(SzDalle))
    );


    

    ELISE_COPY(aTifFile.all_pts(),pck.in(),aTifFile.out());
    INT VDIF;
    ELISE_COPY(aTifFile.all_pts(),Abs(pck.in()-aTifFile.in()),VMax(VDIF));

    BENCH_ASSERT(VDIF==0);

    if (type_of_ptr((Type *)0)==GenIm::u_int1)
    {
         PackB_IM<U_INT1> aPack2 = aTifFile.un_load_pack_bit_U_INT1();
         ELISE_COPY(aTifFile.all_pts(),Abs(pck.in()-aPack2.in()),VMax(VDIF));
         BENCH_ASSERT(VDIF==0);
    }
    if (type_of_ptr((Type *)0)==GenIm::u_int2)
    {
         PackB_IM<U_INT2> aPack2 = aTifFile.un_load_pack_bit_U_INT2();
         ELISE_COPY(aTifFile.all_pts(),Abs(pck.in()-aPack2.in()),VMax(VDIF));
         BENCH_ASSERT(VDIF==0);
    }
}
Exemplo n.º 5
0
void SobelTestNtt(const std::string &aName)
{
    Tiff_Im aTF = Tiff_Im::StdConvGen(aName,1,true);

    Pt2di aSz = aTF.sz();
    Im2D_REAL4 aI0(aSz.x,aSz.y);
    ELISE_COPY( aTF.all_pts(),aTF.in(),aI0.out());

    Video_Win * aW=0;
    // aW = Video_Win::PtrWStd(aSz);

    if (aW)
    {
        ELISE_COPY(aW->all_pts(),Min(255,aI0.in()/256.0),aW->ogray());
        aW->clik_in();
    }
  
    Fonc_Num aF1 = sobel(aI0.in_proj());

    Fonc_Num aF2 = aI0.in_proj();
    for (int aK=0 ; aK<3 ; aK++)
        aF2 = rect_som(aF2,1) / 9.0;
    aF2 = sobel(aF2);

    if (aW)
    {
        ELISE_COPY(aW->all_pts(),Min(255, 200 * (aF1/Max(aF2,1e-7))),aW->ogray());
        aW->clik_in();
    }

    double aSF1,aSF2,aSomPts;
    ELISE_COPY(aI0.all_pts(),Virgule(aF1,aF2,1.0),Virgule(sigma(aSF1),sigma(aSF2),sigma(aSomPts)));

    std::cout << "Indice " << aSF1 / aSF2 << "\n";
  
}
Exemplo n.º 6
0
int EstimFlatField_main(int argc,char ** argv)
{
    std::string aFullDir,aDir,aPat;
    std::string aNameOut;
    double aResol=1.0;
    double aDilate=1.0;
    int aNbMed = 1;
    int aNbMedSsRes = 3;
    bool ByMoy = false;
    double TolMed = 0.25;

    ElInitArgMain
    (
    argc,argv,
    LArgMain()  << EAMC(aFullDir,"Images = Dir + Pat", eSAM_IsPatFile)
                    << EAMC(aResol,"Resolution "),
    LArgMain()  << EAM(aNbMed,"NbMed",true)
                    << EAM(aNameOut,"Out",true,"Name of result")
                    << EAM(aDilate,"SousResAdd",true)
                    << EAM(aNbMedSsRes,"NbMedSsRes",true)
                    << EAM(TolMed,"TolMed",true)
                    << EAM(ByMoy,"ByMoy",true,"Average or median (def=false")
    );

    if (!MMVisualMode)
    {
    SplitDirAndFile(aDir,aPat,aFullDir);

    if (aNameOut=="")
       aNameOut = "FlatField.tif";
    aNameOut = aDir + aNameOut;

    cTplValGesInit<std::string> aTplN;
    cInterfChantierNameManipulateur * aICNM = cInterfChantierNameManipulateur::StdAlloc(0,0,aDir,aTplN);

    MakeXmlXifInfo(aFullDir,aICNM);


    std::list<std::string> aLName = aICNM->StdGetListOfFile(aPat);
    Paral_Tiff_Dev(aDir,std::vector<std::string> (aLName.begin(),aLName.end()),1,false);



    Pt2di aSzIm(-1,-1);
    double aNbPix=-1;
    Im2D_REAL4  aImIn(1,1);
    Im2D_REAL8  aFFRes1(1,1);
    Pt2di aSzF(-1,-1);


    int aNbIm = (int)aLName.size();
    int aCpt = aNbIm;

    std::vector<Im2D_REAL4> aVImRed;

    // for (std::list<std::string>::const_iterator itN=aLName.begin(); itN!=aLName.end() ; itN++)
    // for (std::list<std::string>::reverse_iterator itN=aLName.rbegin(); itN!=aLName.rend() ; itN++)
     for (std::list<std::string>::const_iterator itN=aLName.begin(); itN!=aLName.end() ; itN++)
     {
         std::cout << "To Do " << aCpt << *itN << "\n";
         Tiff_Im  aTIn = Tiff_Im::StdConvGen(aDir+*itN,1,true);
         std::string aImRefSz;
         if (aSzIm.x<0)
         {
            aImRefSz = *itN;
            aSzIm = aTIn.sz();
            aImIn = Im2D_REAL4(aSzIm.x,aSzIm.y,0.0);
            if (ByMoy)
               aFFRes1 = Im2D_REAL8(aSzIm.x,aSzIm.y,0.0);
            aNbPix = aSzIm.x*aSzIm.y;
            aSzF = round_up(Pt2dr(aSzIm)/aResol);
         }
         else
         {
             if (aSzIm!=aTIn.sz())
             {
                 std::cout << "For Image " << *itN <<  " sz=" << aTIn.sz()  << " Ref=" << aImRefSz << " Sz=" << aSzIm << "\n";
                 ELISE_ASSERT(false,"Different size");
             }
         }
         double aSom = 0;
         // ELISE_COPY(aImIn.all_pts(),aTIn.in(),aImIn.out()|sigma(aSom));

         Fonc_Num aFIN = aTIn.in();
         ELISE_COPY(aImIn.all_pts(),Rconv(aFIN),aImIn.out()|sigma(aSom));
         double aMoy = aSom/aNbPix;

         if (ByMoy)
         {
            ELISE_COPY
            (
                 aImIn.all_pts(),
                 aFFRes1.in()+(aImIn.in()/aMoy),
                 aFFRes1.out()
            );
         }
         else
         {
             Im2D_REAL4 aIRed(aSzF.x,aSzF.y);
             ELISE_COPY
             (
                   aIRed.all_pts(),
                   StdFoncChScale
                   (
                       aImIn.in_proj() / aMoy,
                       Pt2dr(0.0,0.0),
                       Pt2dr(aResol,aResol),
                       Pt2dr(aDilate,aDilate)
                   ),
                   aIRed.out()
             );
             aVImRed.push_back(aIRed);
         }

         aCpt--;
    }


    Fonc_Num aF;

    if (ByMoy)
    {

       std::cout << "Filtrage Median "<< aNbMed << "\n";
       ELISE_COPY
       (
             aFFRes1.all_pts(),
             MedianBySort(aFFRes1.in_proj()/aNbIm,aNbMed),
             aFFRes1.out()
       );


       aF =  StdFoncChScale
                   (
                       aFFRes1.in_proj() / aNbIm,
                       Pt2dr(0.0,0.0),
                       Pt2dr(aResol,aResol),
                       Pt2dr(aDilate,aDilate)
                   );
       if (aNbMedSsRes)
         aF = MedianBySort(aF,aNbMedSsRes);
    }
    else
    {
         int aMoyMed = 2;
         Im2D_REAL4 aRes = ImMediane<float,double>(aVImRed,-1e30,0.0,TolMed);
         aF = aRes.in_proj();

         for (int aK=0 ; aK<3 ; aK++)
             aF = MedianBySort(aF,4);

         for (int aK=0 ; aK<3 ; aK++)
             aF = rect_som(aF,aMoyMed)/ElSquare(1+2*aMoyMed);
    }


    Tiff_Im aTOut
            (
                 aNameOut.c_str(),
                 aSzF ,
                 GenIm::real8,
                 Tiff_Im::No_Compr,
                 Tiff_Im::BlackIsZero
             );
    ELISE_COPY
    (
         aTOut.all_pts(),
         aF,
         aTOut.out()
    );

    }

    return EXIT_SUCCESS;
}
Exemplo n.º 7
0
cTmpReechEpip::cTmpReechEpip
(
        bool aConsChan,
        const std::string & aNameOri,
        Box2dr aBoxImIn,
        ElDistortion22_Gen * anEpi,
        Box2dr aBox,
        double aStep,
        const std::string & aNameOut,
        const std::string & aPostMasq,
        int aNumKer ,
        bool Debug
) :
    mBoxImIn(aBoxImIn),
    mEpi    (anEpi),
    mStep   (aStep),
    mP0     (aBox._p0),
    mSzEpi  (aBox.sz()),
    mSzRed  (round_up (aBox.sz() / aStep) + Pt2di(1,1)),
    mRedIMasq  (mSzRed.x,mSzRed.y,0),
    mRedTMasq  (mRedIMasq),
    mRedImX    (mSzRed.x,mSzRed.y),
    mRedTImX   (mRedImX),
    mRedImY    (mSzRed.x,mSzRed.y),
    mRedTImY   (mRedImY)
{



    cInterpolateurIm2D<REAL4> * aPtrSCI = 0;


    if (aNumKer==0)
    {
        aPtrSCI = new cInterpolBilineaire<REAL4>;
    }
    else 
    {
      
       cKernelInterpol1D * aKer = 0;
       if (aNumKer==1)
          aKer = new cCubicInterpKernel(-0.5);
       else
          aKer = new cSinCardApodInterpol1D(cSinCardApodInterpol1D::eTukeyApod,aNumKer,aNumKer/2,1e-4,false);

       aPtrSCI =  new  cTabIM2D_FromIm2D<REAL4>   (aKer,1000,false);
       // cTabIM2D_FromIm2D<REAL4>   aSSCI (&aKer,1000,false);
    }

    cInterpolateurIm2D<REAL4> & aSCI = *aPtrSCI;



    Pt2di aPInd;

    for (aPInd.x=0 ; aPInd.x<mSzRed.x ; aPInd.x++)
    {
       for (aPInd.y=0 ; aPInd.y<mSzRed.y ; aPInd.y++)
       {
          bool Ok= false;
          Pt2dr aPEpi = ToFullEpiCoord(aPInd);
          Pt2dr aPIm =  anEpi->Inverse(aPEpi);
          if ((aPIm.x>mBoxImIn._p0.x) && (aPIm.y>mBoxImIn._p0.y) && (aPIm.x<mBoxImIn._p1.x) && (aPIm.y<mBoxImIn._p1.y))
          {
               Pt2dr aPEpi2 = anEpi->Direct(aPIm);
               if (euclid(aPEpi-aPEpi2) < 1e-2)
               {
                    Ok= true;
                    mRedTMasq.oset(aPInd,Ok);
               }
          }
          mRedTImX.oset(aPInd,aPIm.x);
          mRedTImY.oset(aPInd,aPIm.y);
       }
    }
    ELISE_COPY(mRedIMasq.all_pts(),dilat_d8(mRedIMasq.in(0),4),mRedIMasq.out());


    Tiff_Im aTifOri = Tiff_Im::StdConvGen(aNameOri.c_str(),aConsChan ? -1 :1 ,true);
    Tiff_Im aTifEpi  = Debug                       ?
                       Tiff_Im(aNameOut.c_str())     :
                       Tiff_Im
                       (
                           aNameOut.c_str(),
                           mSzEpi,
                           aTifOri.type_el(),
                           Tiff_Im::No_Compr,
                           aTifOri.phot_interp()
                       )                            ;

    Tiff_Im aTifMasq = aTifEpi;
    bool ExportMasq = (aPostMasq!="NONE");

// std::cout << "POSTMAS " << aPostMasq << "\n";

    if (ExportMasq)
    {
        std::string aNameMasq = StdPrefix(aNameOut)+ aPostMasq  +".tif";
        aTifMasq =  Debug                         ?
                    Tiff_Im(aNameMasq.c_str())    :
                    Tiff_Im
                    (
                        aNameMasq.c_str(),
                        mSzEpi,
                        GenIm::bits1_msbf,
                        Tiff_Im::No_Compr,
                        Tiff_Im::BlackIsZero
                    )                             ;
    }





    int aNbBloc=2000;
    int aBrd = aNumKer+10;
    Pt2di aSzBrd(aBrd,aBrd);

    int aX00 = 0;
    int aY00 = 0;

    for (int aX0=aX00 ; aX0<mSzEpi.x ; aX0+=aNbBloc)
    {
         int aX1 = ElMin(aX0+aNbBloc,mSzEpi.x);
         for (int aY0=aY00 ; aY0<mSzEpi.y ; aY0+=aNbBloc)
         {
// std::cout << "X0Y0 " << aX0 << " " << aY0 << "\n";

             int aY1 = ElMin(aY0+aNbBloc,mSzEpi.y);

             Pt2di aP0Epi(aX0,aY0);
             Pt2di aSzBloc(aX1-aX0,aY1-aY0);

             TIm2D<REAL4,REAL8> aTImX(aSzBloc);
             TIm2D<REAL4,REAL8> aTImY(aSzBloc);
             TIm2DBits<1>       aTImMasq(aSzBloc,0);

             Pt2dr aInfIm(1e20,1e20);
             Pt2dr aSupIm(-1e20,-1e20);
             bool  NonVide= false;

             for (int anX =aX0 ; anX<aX1  ; anX++)
             {
                 for (int anY =aY0 ; anY<aY1  ; anY++)
                 {
                     Pt2dr aIndEpi (anX/mStep , anY/mStep);
                     Pt2di aPIndLoc (anX-aX0,anY-aY0);
                     if (mRedTMasq.get(round_down(aIndEpi)))
                     {
                        double aXIm = mRedTImX.getr(aIndEpi,-1,true);
                        double aYIm = mRedTImY.getr(aIndEpi,-1,true);

                        if ((aXIm>0) && (aYIm>0))
                        {
                            // aTImMasq.oset(aPIndLoc,1);
                            aTImX.oset(aPIndLoc,aXIm);
                            aTImY.oset(aPIndLoc,aYIm);

                            aInfIm  = Inf(aInfIm,Pt2dr(aXIm,aYIm));
                            aSupIm  = Sup(aSupIm,Pt2dr(aXIm,aYIm));
                            NonVide= true;
                        }
                     }
                 }
             }
             Pt2di aP0BoxIm = Sup(Pt2di(0,0),Pt2di(round_down(aInfIm) - aSzBrd));
             Pt2di aP1BoxIm = Inf(aTifOri.sz(),Pt2di(round_down(aSupIm) + aSzBrd));
             Pt2di aSzIm = aP1BoxIm - aP0BoxIm;
             NonVide = NonVide && (aSzIm.x>0) && (aSzIm.y>0);
             if (NonVide)
             {

                 // std::vector<Im2D_REAL4>  aVIm;

                 std::vector<Im2D_REAL4>  aVIm= aTifOri.VecOfImFloat(aSzIm);

                 ELISE_COPY
                 (
                     rectangle(Pt2di(0,0),aSzIm),
                     trans(aTifOri.in(),aP0BoxIm),
                     StdOut(aVIm)
                 );

                 std::vector<Im2D_REAL4>  aVImEpi = aTifEpi.VecOfImFloat(aSzBloc);
                 ELISE_ASSERT(aVImEpi.size()==aVIm.size(),"Incohe in nb chan, cTmpReechEpip::cTmpReechEpip");

                 for (int aKIm=0 ; aKIm <int(aVImEpi.size()) ; aKIm++)
                 {
                      TIm2D<REAL4,REAL8> aImEpi(aVImEpi[aKIm]);
                      REAL4 ** aDataOri = aVIm[aKIm].data();
                      for (int anX =0 ; anX<aSzBloc.x ; anX++)
                      {
                           for (int anY =0 ; anY<aSzBloc.y ; anY++)
                           {

                               Pt2di aIndEpi(anX,anY);
                               aImEpi.oset(aIndEpi,0);
                               Pt2di anIndEpiGlob  = aIndEpi + aP0Epi;

                               Pt2dr aIndEpiRed (anIndEpiGlob.x/mStep , anIndEpiGlob.y/mStep);
                               if (mRedTMasq.get(round_down(aIndEpiRed),0))
                               {
                                   double aXIm = mRedTImX.getr(aIndEpiRed,-1,true);
                                   double aYIm = mRedTImY.getr(aIndEpiRed,-1,true);
                                   Pt2dr aPImLoc = Pt2dr(aXIm,aYIm) - Pt2dr(aP0BoxIm);
                                   double aV= 128;
                                   if ((aPImLoc.x>aNumKer+2) && (aPImLoc.y>aNumKer+2) && (aPImLoc.x<aSzIm.x-aNumKer-3) && (aPImLoc.y<aSzIm.y-aNumKer-3))
                                   {
                                       aTImMasq.oset(aIndEpi,1);
                                       aV = aSCI.GetVal(aDataOri,aPImLoc);
                                       // aV= 255;
                                   }
                                   aImEpi.oset(aIndEpi,aV);
                               }
                           }
                      }
                 }
                 ELISE_COPY
                 (
                     rectangle(aP0Epi,aP0Epi+aSzBloc),
                     Tronque(aTifEpi.type_el(),trans(StdInput(aVImEpi),-aP0Epi)),
                     aTifEpi.out()
                 );
             }
             if (ExportMasq)
             {
                ELISE_COPY
                (
                    rectangle(aP0Epi,aP0Epi+aSzBloc),
                    trans(aTImMasq._the_im.in(0),-aP0Epi),
                    aTifMasq.out()
                );
             }
             // std::cout << "ReechDONE " <<  aX0 << " "<< aY0 << "\n";

         }
    }
}
Exemplo n.º 8
0
int PreparSift_Main(int argc,char ** argv)
{
    double aPEg = 1.0;
    double aPSrtEg = 3.0;
    double aPM = 2.0;


    std::string  aNameIn,aNameOut="Sift.tif";

    ElInitArgMain
    (
         argc,argv,
         LArgMain()  << EAMC(aNameIn,"Full name (Dir+Pattern)", eSAM_IsPatFile),
         LArgMain()  << EAM(aNameOut,"NameOut",true)
    );

    Tiff_Im aTif = Tiff_Im::StdConvGen(aNameIn,1,true);
    
    // Init Mems
    Pt2di aSz = aTif.sz();
    Im2D_U_INT2  anIm(aSz.x,aSz.y);

    Im1D_REAL8  aH(aNbH,0.0);


    // Load image
    {
       Symb_FNum aFTif(aTif.in());
       ELISE_COPY(aTif.all_pts(),aFTif,anIm.out()| (aH.histo().chc(aFTif)<<1) );
    }
    Im1D_REAL8  aHSqrt(aNbH,0.0);
    ELISE_COPY(aH.all_pts(),sqrt(aH.in()),aHSqrt.out());



    int aVMax =0;
    // Calcul Histo
    MakeFoncRepart(aH,&aVMax);
    MakeFoncRepart(aHSqrt);

    // Fonc Loc 

    Fonc_Num aFonc(Rconv(anIm.in_proj()));
    Fonc_Num aS1S2 = Virgule(aFonc,Square(aFonc));
    for (int aK=0 ; aK< TheNbIter ; aK++)
    {
        aS1S2 = rect_som(aS1S2,TheNbVois) / ElSquare(1+2*TheNbVois);
    }
    Symb_FNum aFS1 = aS1S2.v0();
    Symb_FNum aFS2 = aS1S2.v1()-Square(aFS1);
    Fonc_Num aFLoc = (anIm.in()-aFS1) / sqrt(Max(1.0,aFS2));

    // aFLoc = aFLoc * 20;
    aFLoc = atan(aFLoc) /(PI/2);

    
    // Symb_FNum aFonc(aTif.in());

    std::cout << "MaxMin "  << aVMax << "\n";

    Fonc_Num aFEg = aH.in()[anIm.in()];
    Fonc_Num aFEgS = aHSqrt.in()[anIm.in()];
    Fonc_Num aFM  = anIm.in() * (255.0 / aVMax);


    // Fonc_Num aFRes = (aFEg*aPEg + aFM * aPM + aFEgS*aPSrtEg + aFLoc) / (aPEg + aPM + aPSrtEg);

    Symb_FNum aFMoy = (aFEg*aPEg + aFM * aPM + aFEgS*aPSrtEg ) / (aPEg + aPM + aPSrtEg);
    Symb_FNum aFMarge = Min(64,Min(aFMoy,255-aFMoy));
    Fonc_Num aFRes  = aFMoy + aFMarge * aFLoc;


/*
    Fonc_Num aFRes = Max(0,Min(255,aFMoy + 60 * aFLoc));
*/

    Tiff_Im::Create8BFromFonc(aNameOut,aSz,aFRes);
    

     
    return EXIT_SUCCESS;
}
Exemplo n.º 9
0
void  cMMTP::ConputeEnveloppe(const cComputeAndExportEnveloppe & aCAEE,const cXML_ParamNuage3DMaille & aCurNuage)
{

   mNameTargetEnv = mAppli.WorkDir() + TheDIRMergeEPI()  +  mAppli.PDV1()->Name() + "/NuageImProf_LeChantier_Etape_1.xml";

   mNameTargetEnv = aCAEE.NuageExport().ValWithDef(mNameTargetEnv);
   cXML_ParamNuage3DMaille aTargetNuage = StdGetFromSI(mNameTargetEnv,XML_ParamNuage3DMaille);
   mZoomTargetEnv = aTargetNuage.SsResolRef().Val();
   mSzTargetEnv =  aTargetNuage.NbPixel();
   double aZoomRel = mAppli.CurEtape()->DeZoomTer()/mZoomTargetEnv;

   mBoxOutEnv._p0 = round_ni(Pt2dr(mBoxOutGlob._p0) * aZoomRel);
   mBoxOutEnv._p1 = round_ni(Pt2dr(mBoxOutGlob._p1) * aZoomRel);
   mBoxInEnv._p0 = round_ni(Pt2dr(mBoxInGlob._p0) * aZoomRel);
   mBoxInEnv._p1 = round_ni(Pt2dr(mBoxInGlob._p1) * aZoomRel);



   ELISE_ASSERT(mP0Tiep==Pt2di(0,0),"Too lazy to handle box maping");


   double aPasPx =  mAppli.CurEtape()->GeomTer().PasPxRel0();
//=============== READ PARAMS  ====================
   double  aStepSsEch = aCAEE.SsEchFilter().Val();
   int     aSzFiltrer = aCAEE.SzFilter().Val();
   double  aProp = aCAEE.ParamPropFilter().Val();

   int     aDistProl = round_up(  ElMax(aCAEE.ProlResolCur().Val(),aCAEE.ProlResolCible().Val()/aZoomRel) /aStepSsEch);
   double  aDistCum =  (aCAEE.ProlDistAddMax().Val()  / (aPasPx*  aZoomRel));
   double aDistAdd =   (aCAEE.ProlDistAdd().Val()*aStepSsEch )  / (aPasPx);

   std::cout << "DIST CUM " << aDistCum << " DADD " << aDistAdd << "\n";


//===================================

    ElTimer aChrono;

    int     aSeuilNbV = 2 * (1+2*aSzFiltrer); // Au moins une bande de 2 pixel pour inferer qqch
    Pt2di aSzRed = round_up(Pt2dr(mSzTiep)/aStepSsEch);

    Im2D_Bits<1>    aMasqRed(aSzRed.x,aSzRed.y,0);
    TIm2DBits<1>    aTMR(aMasqRed);
/*
    TIm2D<INT2,INT> aPMaxRed(aSzRed);
    TIm2D<INT2,INT> aPMinRed(aSzRed);
*/
    TIm2D<REAL4,REAL> aPMaxRed(aSzRed);
    TIm2D<REAL4,REAL> aPMinRed(aSzRed);

    // Calcul du filtre de reduction
    Pt2di aPRed;
    for (aPRed.y = 0 ; aPRed.y<aSzRed.y ; aPRed.y++)
    {
        for (aPRed.x = 0 ; aPRed.x<aSzRed.x ; aPRed.x++)
        {
             Pt2di aPR1 = round_ni(Pt2dr(aPRed)*aStepSsEch);
             int anX0 = ElMax(0,aPR1.x-aSzFiltrer);
             int anX1 = ElMin(mSzTiep.x-1,aPR1.x+aSzFiltrer);
             int anY0 = ElMax(0,aPR1.y-aSzFiltrer);
             int anY1 = ElMin(mSzTiep.y-1,aPR1.y+aSzFiltrer);
             std::vector<REAL> aVVals;
             Pt2di aVoisR1;
             for (aVoisR1.x=anX0 ; aVoisR1.x<=anX1 ; aVoisR1.x++)
             {
                  for (aVoisR1.y=anY0 ; aVoisR1.y<=anY1 ; aVoisR1.y++)
                  {
                     if (mTImMasqInit.get(aVoisR1))
                        aVVals.push_back( mTCBT.get(aVoisR1));
                        // aVVals.push_back( mTImProf.get(aVoisR1));
                  }
             }
             if (int(aVVals.size()) >= aSeuilNbV)
             {
                  REAL4 aVMax = KthValProp(aVVals,aProp);
                  REAL4 aVMin = KthValProp(aVVals,1-aProp);
                  aPMaxRed.oset(aPRed,aVMax);
                  aPMinRed.oset(aPRed,aVMin);
                  aTMR.oset(aPRed,1);
                  ELISE_ASSERT(aVMin<=aVMax,"Mic>Max !!!! in BasicMMTiep");
             }
             else
             {
                  aPMaxRed.oset(aPRed,-32000);
                  aPMinRed.oset(aPRed, 32000);
             }
        }
    }
    //Tiff_Im::Create8BFromFonc("TDifInit.tif",aSzRed,Max(0,Min(255,Iconv(aPMaxRed._the_im.in()-aPMinRed._the_im.in()))));

    Im2D_Bits<1> aNewM(1,1);
    Im2D_REAL4  aNewMax = ProlongByCont (aNewM,aMasqRed,aPMaxRed._the_im,aDistProl,aDistAdd,aDistCum);
    Im2D_REAL4  aNewMin = ProlongByCont (aNewM,aMasqRed,aPMinRed._the_im,aDistProl,-aDistAdd,aDistCum);
    ELISE_COPY(select(aNewM.all_pts(),!aNewM.in()),0,aNewMax.out()|aNewMin.out());

    // fChCo = Virgule(FX,FY)/ (aStepSsEch * aZoomRel);
    // fMasq = aNewM.in(0)[fChCo];
    // fMasqBin = fMasq>0.5;


    mDilatPlani = ElMax(aCAEE.DilatPlaniCible().Val(),round_up(aCAEE.DilatPlaniCur().Val()*aZoomRel));
    mDilatAlti  = ElMax(aCAEE.DilatAltiCible ().Val(),round_up(aCAEE.DilatPlaniCur().Val()*aZoomRel));
    
    DoOneEnv(aNewMax,aNewM,true ,aTargetNuage,aCurNuage,aStepSsEch * aZoomRel);
    DoOneEnv(aNewMin,aNewM,false,aTargetNuage,aCurNuage,aStepSsEch * aZoomRel);


    Fonc_Num  aFMasqBin;
    Fonc_Num fChCo = Virgule(FX,FY)/ aZoomRel;

std::cout  << "ZRRRR  " << aZoomRel <<  " 1/Z " << (1/aZoomRel) 
           <<   " ;; " << mAppli.CurEtape()->DeZoomTer() << " , " << mZoomTargetEnv << "\n";
// Tiff_Im::CreateFromIm(mContBT,DirOfFile(mNameTargetEnv)+"CONTBT.tif");


    Fonc_Num aFoncProf = FoncChCoordWithMasq(mContBT.in(0),mImMasqFinal.in(0),fChCo,0,aFMasqBin);
    aFoncProf = ::AdaptDynOut(aFoncProf,aTargetNuage,aCurNuage);

    Tiff_Im aFileProf = FileEnv("Depth",false);
    ELISE_COPY(rectangle(mBoxOutEnv._p0,mBoxOutEnv._p1),trans(aFoncProf,-mBoxInEnv._p0),aFileProf.out());


    Tiff_Im aFileMasq = FileEnv("Masq",true);
    ELISE_COPY(rectangle(mBoxOutEnv._p0,mBoxOutEnv._p1),trans(aFMasqBin,-mBoxInEnv._p0),aFileMasq.out());


#ifdef ELISE_X11
   if (0 && TheWTiePCor)
   {
       ELISE_COPY(TheWTiePCor->all_pts(),aFMasqBin,TheWTiePCor->odisc());
       std::cout << "AAAAAAAAAAAAAAAAAAAAa\n";
       TheWTiePCor->clik_in();
       ELISE_COPY(TheWTiePCor->all_pts(),aFileMasq.in(),TheWTiePCor->odisc());
       std::cout << "bbBBbbBBBBBBBbbb\n";
       TheWTiePCor->clik_in();
   }
#endif
}
Exemplo n.º 10
0
void cEtapeMecComp::OneBasculeMnt
(
    Pt2di aP0Sauv,
    Pt2di aP1Sauv,
    cBasculeRes & aBR,
    float ** aDataF,
    INT2 ** aDataI,
    Pt2di   aSzData
)
{
    ELISE_ASSERT
    (
        mIsOptimCont,
        "Basculement requiert une optimisation continue "
    );

    cFileOriMnt anOri;
    if (aBR.Explicite().IsInit())
    {
        anOri = aBR.Explicite().Val();
        std::string aNameXML =    mAppli.FullDirResult()
                                  + StdPrefixGen(anOri.NameFileMnt())
                                  + std::string(".xml");
        MakeFileXML(anOri,aNameXML);
    }
    else if (aBR.ByFileNomChantier().IsInit())
    {
        std::string aNameFile =
            mAppli.WorkDir()
            +   aBR.Prefixe()
            +   (aBR.NomChantier().Val() ? mAppli.NameChantier() :"")
            +   aBR.Postfixe();


        anOri = StdGetObjFromFile<cFileOriMnt>
                (
                    aNameFile,
                    mAppli.NameSpecXML(),
                    aBR.NameTag().Val(),
                    "FileOriMnt"

                );
    }
    else
    {
        ELISE_ASSERT(false,"Internal Error cEtapeMecComp::OneBasculeMnt");
    }
    // cFileOriMnt * aPtrOri=0;
    // cFileOriMnt * aPtrOri=0;

    // cFileOriMnt & anOri = aBR.Ori();

    // std::cout << "XML MADE \n"; getchar();

    const cGeomBasculement3D * aGeomB = 0;

    if (anOri.Geometrie() == eGeomMNTEuclid)
    {
        if (
            (mAppli.GeomMNT()==eGeomMNTFaisceauIm1ZTerrain_Px1D)
            || (mAppli.GeomMNT()==eGeomMNTFaisceauIm1ZTerrain_Px2D)
        )
        {
            aGeomB = (mAppli.PDV1()->Geom().GeoTerrainIntrinseque());
        }
        /*
         CE CAS PARTICULIER VIENT DE CE QUE cGeomImage_Faisceau redifinit la methode
        Bascule. A ete utilise avec Denis Feurer & Co pour basculer en terrain
        les reultat image.
        */
        else if (
            (mAppli.GeomMNT()==eGeomMNTFaisceauIm1PrCh_Px1D)
            || (mAppli.GeomMNT()==eGeomMNTFaisceauIm1PrCh_Px2D)
        )
        {
            aGeomB = &(mAppli.PDV2()->Geom());
        }
        else
        {
            ELISE_ASSERT(false,"Geometrie source non traitee dans le basculement");
        }
    }
    else
    {
        ELISE_ASSERT(false,"Geometrie destination non traitee dans le basculement");
    }

    Pt2dr  aP0 = mGeomTer.DiscToR2(Pt2di(0,0));
    Pt2dr  aP1 = mGeomTer.DiscToR2(Pt2di(1,1));


    cBasculeMNT   aBasc
    (
        mGeomTer,
        aP0,
        aP1-aP0,
        anOri.OriginePlani(),
        anOri.ResolutionPlani(),
        aGeomB,
        mIsOptimCont,
        aDataF,
        aDataI,
        aSzData
    );

    Pt2di anOffset;
    double aDef = -1e10;
    double aSousDef = -9e9;

    std::cout << "BEGIN BASCULE \n";
//Im2D_REAL4   aMnt=  aBasc.Basculer(anOffset,aP0Sauv,aP1Sauv,aDef);
    Im2D_REAL4   aMnt=  aBasc.BasculerAndInterpoleInverse(anOffset,aP0Sauv,aP1Sauv,(float)aDef);


    ELISE_COPY
    (
        select(aMnt.all_pts(),aMnt.in() > aSousDef),
        (aMnt.in()-anOri.OrigineAlti())/anOri.ResolutionAlti(),
        aMnt.out()
    );

    std::cout  << anOffset << " " << aMnt.sz();
    std::cout << "END  BASCULE \n";

    bool isNewFile;
    Tiff_Im aFileRes = Tiff_Im::CreateIfNeeded
                       (
                           isNewFile,
                           anOri.NameFileMnt(),
                           anOri.NombrePixels(),
                           GenIm::real4,
                           Tiff_Im::No_Compr,
                           Tiff_Im::BlackIsZero
                       );
    Tiff_Im * aFileMasq =0;
    if ( anOri.NameFileMasque().IsInit())
    {
        aFileMasq = new Tiff_Im(Tiff_Im::CreateIfNeeded
                                (
                                    isNewFile,
                                    anOri.NameFileMasque().Val(),
                                    anOri.NombrePixels(),
                                    GenIm::bits1_msbf,
                                    Tiff_Im::No_Compr,
                                    Tiff_Im::BlackIsZero
                                )
                               );
    }

    if (isNewFile)
    {
        ELISE_COPY
        (
            aFileRes.all_pts(),
            aBR.OutValue().Val(),
            aFileRes.out()
        );
        if (aFileMasq)
        {
            ELISE_COPY
            (
                aFileMasq->all_pts(),
                0,
                aFileMasq->out()
            );
        }
    }

    Im2D_REAL4 anOld(aMnt.sz().x,aMnt.sz().y);

    ELISE_COPY
    (
        anOld.all_pts(),
        trans(aFileRes.in(aBR.OutValue().Val()),anOffset),
        anOld.out()
    );
    ELISE_COPY
    (
        select(anOld.all_pts(),aMnt.in()>aSousDef),
        aMnt.in(),
        anOld.out()
    );
    ELISE_COPY
    (
        rectangle(anOffset,anOffset+aMnt.sz()),
        trans(anOld.in(),-anOffset),
        aFileRes.out()
    );

    if (aFileMasq)
    {
        ELISE_COPY
        (
            rectangle(anOffset,anOffset+aMnt.sz()),
            aFileMasq->in(0) || trans(aMnt.in()>aSousDef,-anOffset),
            aFileMasq->out()
        );
    }

    delete aFileMasq;
}
Exemplo n.º 11
0
int GrShade_main(int argc,char ** argv)
{
     std::string aNameIn;
     std::string aNameOut;
     std::string aNameCol="";
     Pt2di aP0Glob(0,0),aSzGlob(0,0);
     INT aNbDir = 20;
     REAL aFZ = 1.0;

     REAL aPdsAnis = 0.95;
     INT  aBrd = -1;
     std::string aTMNt = "real4";
     std::string aTShade = "real4";
     INT aDequant =0;
     INT aVisu = 0;
     REAL aHypsoDyn = -1.0;
     REAL aHypsoSat = 0.5;

     Pt2di aSzMaxDalles (3000,3000);
     INT aSzRecDalles = 300;
     std::string aModeOmbre="CielVu";
     std::string modeOmbre[] = {aModeOmbre,"IgnE","Local","Med","Mixte"};
     std::list<std::string> lModeOmbre(modeOmbre, modeOmbre + sizeof(modeOmbre) / sizeof(std::string) );
     std::string aFileMasq="";

     double  aDericheFact=2.0;
     int     aNbIterF = 4;
     double  aFactExp = 0.95;
     double aDyn = 1.0;
     int aNbMed = 100;
     int aNbIterMed = 1;

     Tiff_Im::SetDefTileFile(1<<15);

     std::vector<double> aVPdsFiltre;


     std::string aModeColor = "IntensShade";
     std::string modeColor[] = {aModeColor,"BackRGB","GrayBackRGB"};
     std::list<std::string> lModeColor(modeColor, modeColor + sizeof(modeColor) / sizeof(std::string) );

     double aTetaH = 25.0;
     double anAzimut = 0.0;
     double aDynMed = 1.0;

     ElInitArgMain
     (
           argc,argv,
           LArgMain() << EAMC(aNameIn, "File name", eSAM_IsExistFile) ,
           LArgMain() << EAM(aNameOut,"Out",true)
                      << EAM(aNameCol,"FileCol",true, "Color file", eSAM_IsExistFile)
                      << EAM(aVisu,"Visu",true)
                      << EAM(aP0Glob,"P0",true)
                      << EAM(aSzGlob,"Sz",true)
                      << EAM(aFZ,"FZ",true)
                      << EAM(aDynMed,"DynMed",true)
                      << EAM(aPdsAnis,"Anisotropie",true)
                      << EAM(aNbDir,"NbDir",true)
                      << EAM(aBrd,"Brd",true)
                      << EAM(aTMNt,"TypeMnt",true, "Type", eSAM_None, ListOfVal(GenIm::bits1_msbf, ""))
                      << EAM(aTShade,"TypeShade",true, "Type", eSAM_None, ListOfVal(GenIm::bits1_msbf, ""))
                      << EAM(aDequant,"Dequant",true)
                      << EAM(aHypsoDyn,"HypsoDyn",true)
                      << EAM(aHypsoSat,"HypsoSat",true)
              << EAM(aSzMaxDalles,"SzMaxDalles",true)
              << EAM(aSzRecDalles,"SzRecDalles",true)
              << EAM(aModeOmbre,"ModeOmbre",true,"in {CielVu,IgnE,Local,Med,Mixte}",eSAM_None,lModeOmbre)
              << EAM(aFileMasq,"Mask",true, "Mask file", eSAM_IsExistFile)
              << EAM(aDericheFact,"DericheFact",true)
              << EAM(aNbIterF,"NbIterF",true)
              << EAM(aFactExp,"FactExp",true)
              << EAM(aDyn,"Dyn",true)
                      << EAM(aVPdsFiltre,"PdsF",true,"[CielVu,Local,Grad,Med]", eSAM_NoInit)
                      << EAM(aModeColor,"ModeColor",true,"Color mode", eSAM_None, lModeColor)
                      << EAM(aNbMed,"NbMed",true)
                      << EAM(aNbIterMed,"NbIterMed",true)
                      << EAM(aTetaH,"TetaH",true)
                      << EAM(anAzimut,"Azimut",true)
    );

    if (!MMVisualMode)
    {

    double aPdsDef = aVPdsFiltre.size() ? 0 : 1;
    for (int aK=aVPdsFiltre.size() ; aK<4 ; aK++)
       aVPdsFiltre.push_back(aPdsDef);

    double aSPdsF = 0;
    for (int aK=0 ; aK<4 ; aK++)
       aSPdsF += aVPdsFiltre[aK];
    for (int aK=0 ; aK<4 ; aK++)
        aVPdsFiltre[aK] /= aSPdsF;


    std::string aDir,aNameFileIn;
    SplitDirAndFile(aDir,aNameFileIn,aNameIn);



     bool WithHypso = (aHypsoDyn>0) || (aNameCol != "");
     // bool WithCol =   (aNameCol != "");


    if (aNameOut=="")
       aNameOut = StdPrefix(aNameIn) +std::string("Shade.tif");

     Tiff_Im aFileIn = Tiff_Im::StdConvGen(aNameIn,1,true,false);
     if (aSzGlob== Pt2di(0,0))
        aSzGlob = aFileIn.sz() -aP0Glob;
     Fonc_Num aFIn = aFileIn.in_gen(Tiff_Im::eModeCoulGray,Tiff_Im::eModeNoProl);

    {
        Tiff_Im
        (
             aNameOut.c_str(),
             aSzGlob,
             GenIm::u_int1,
         Tiff_Im::No_Compr,
         WithHypso  ? Tiff_Im::RGB : Tiff_Im::BlackIsZero
        );
    }
    Tiff_Im aTifOut(aNameOut.c_str());

     if (aSzMaxDalles.x<0) aSzMaxDalles = aSzGlob;
     Pt2di aPRD(aSzRecDalles,aSzRecDalles);
     cDecoupageInterv2D aDecoup
                    (
                            Box2di(aP0Glob,aP0Glob+aSzGlob),
                aSzMaxDalles,
                Box2di(-aPRD,aPRD)
            );

     Im2DGen aMnt =    AllocImGen(aDecoup.SzMaxIn(),aTMNt);
     Im2DGen aShade =  AllocImGen(aDecoup.SzMaxIn(),aTShade);

     cout << "SZ Max In " << aDecoup.SzMaxIn() << endl;
     REAL aRatio = ElMin(800.0/aSzGlob.x,700.0/aSzGlob.y);
     Video_Win * pW  = aVisu                          ?
                       Video_Win::PtrWStd(Pt2di(Pt2dr(aSzGlob)*aRatio)) :
                       0                              ;

     aTetaH *= (2*PI)/360.0;
     anAzimut *= (2*PI)/360.0;

     for (int aKDec=0; aKDec<aDecoup.NbInterv() ; aKDec++)
     {

         Box2di aBoxIn = aDecoup.KthIntervIn(aKDec);
     Pt2di aSzIn = aBoxIn.sz();
     Pt2di aP0In = aBoxIn.P0();

     cout << "DEQ " << aDequant << "Sz In " << aSzIn <<endl;

         REAL aVMin;
         if (aDequant)
         {
             ElImplemDequantifier aDeq(aSzIn);
             aDeq.SetTraitSpecialCuv(true);
             aDeq.DoDequantif(aSzIn, trans(aFIn,aP0In),true);
         REAL aVMax;
             ELISE_COPY
             (
                  rectangle(Pt2di(0,0),aSzIn),
                  aDeq.ImDeqReelle() * aFZ,
                  aMnt.out() | VMax(aVMax) |VMin(aVMin)
             );

         }
         else
     {
             ELISE_COPY
             (
                  rectangle(Pt2di(0,0),aSzIn),
                  trans(aFIn,aP0In)*aFZ,
                  aMnt.out()|VMin(aVMin)
             );
     }
         Im2D_Bits<1> aIMasq(aSzIn.x,aSzIn.y,1);

     if (aFileMasq!="")
     {
             if (ELISE_fp::exist_file(aDir+aFileMasq))
                aFileMasq = aDir+aFileMasq;
         double aDif=100;
         Tiff_Im aFM = Tiff_Im::StdConvGen(aFileMasq,1,true,false);
             ELISE_COPY
             (
                  select(rectangle(Pt2di(0,0),aSzIn),trans(!aFM.in_proj(),aP0In)),
          aVMin-aDif,
                     aMnt.out()
                  |  (aIMasq.out() << 0)
             );
         aVMin-= aDif;
     }

         if (aBrd>0)
         {
            cout << "VMin = " << aVMin <<endl;
            ELISE_COPY(aMnt.border(aBrd),aVMin-1000,aMnt.out());
         }

     // Im2D_REAL4 aShade(aSzGlob.x,aSzGlob.y);
         ELISE_COPY(aShade.all_pts(),0,aShade.out());

         if (pW)
            pW = pW->PtrChc(Pt2dr(aP0Glob-aP0In),Pt2dr(aRatio,aRatio));

         REAL SPds = 0;
         REAL aSTot = 0;
         REAL Dyn = 1.0;
         if (aTShade != "u_int1")
            Dyn = 100;

         bool Done = false;
         if (   (aModeOmbre=="CielVu")
             || ((aModeOmbre=="Mixte") && (aVPdsFiltre[0] > 0.0))
            )
     {
            std::cout << "BEGIN CIEL" << endl;
            Done = true;
            for (int aK=0 ; aK< 2 ; aK++)
            {
               SPds = 0;
               for (int i=0; i<aNbDir; i++)
               {
                  REAL Teta  = (2*PI*i) / aNbDir ;
                  Pt2dr U(cos(Teta),sin(Teta));
                  Pt2di aDir = Pt2di(U * (aNbDir * 4));
                  REAL Pds = (1-aPdsAnis) + aPdsAnis *ElSquare(1.0 - euclid(U,Pt2dr(0,1))/2);
                  if (aK==1)
                     Pds = (Pds*Dyn) / (2*aSTot);
                  Symb_FNum Gr = (1-cos(PI/2-atan(gray_level_shading(aMnt.in()))))
                             *255.0;
                  cout << "Dir " << i << " Sur " << aNbDir <<  " P= " << Pds << endl;
                  SPds  += Pds;
                  if (aK==1)
                  {
                 ELISE_COPY
                 (
                     line_map_rect(aDir,Pt2di(0,0),aSzIn),
                     Min(255*Dyn,aShade.in()+Pds*Gr),
                       aShade.out()
                         // | (pW ? (pW->ogray()<<(aShade.in()/SPds)) : Output::onul())
                         | (pW ? (pW->ogray()<<(Gr)) : Output::onul())
                     );
                  }

               }
               aSTot  = SPds;
            }
            double aMul = (aModeOmbre=="Mixte") ? aVPdsFiltre[0] : 1.0;
            ELISE_COPY(aShade.all_pts(),aShade.in()*(aMul/SPds),aShade.out());
            SPds = aMul;
            std::cout << "BEGIN CIEL" << endl;
     }
     if (
                      (aModeOmbre=="Local")
                   || ((aModeOmbre=="Mixte") && (aVPdsFiltre[1] > 0.0))
                 )
     {
               std::cout << "BEGIN LOCAL" << endl;
               Done = true;
               Fonc_Num aFonc = aMnt.in_proj();
               Fonc_Num aMoy = aFonc;
               for (int aK=0 ; aK<aNbIterF; aK++)
                   aMoy =    canny_exp_filt(aMoy*aIMasq.in_proj(),aFactExp,aFactExp)
                          /  Max(0.1,canny_exp_filt(aIMasq.in_proj(),aFactExp,aFactExp));

               double aMul = (aModeOmbre=="Mixte") ? aVPdsFiltre[1] : 1.0;
               ELISE_COPY
               (
              rectangle(Pt2di(0,0),aSzIn),
          Max(0,Min(255, aShade.in() +(128+(aFonc-aMoy)*aDyn)* aMul)),
          aShade.out()
               );
               SPds += aMul;
               std::cout << "END LOCAL" << endl;
     }
     if (
                      (aModeOmbre=="Med")
                   || ((aModeOmbre=="Mixte") && (aVPdsFiltre[3] > 0.0))
                 )
     {
              std::cout << "BEGIN MED" << endl;

               Done = true;
               Fonc_Num aFonc = round_ni(aMnt.in_proj()*aDynMed);
               int aVMax,aVMin;

               ELISE_COPY
               (
                   rectangle(Pt2di(-1,-1),aSzIn+Pt2di(1,1)),
                   aFonc,
                   VMin(aVMin)|VMax(aVMax)
               );

               Fonc_Num aMoy = aFonc-aVMin;

               for (int aK=0 ; aK<aNbIterMed; aK++)
                   aMoy =    rect_median(aMoy,aNbMed,aVMax-aVMin+1);

               aMoy = aMoy + aVMin;

               double aMul = (aModeOmbre=="Mixte") ? aVPdsFiltre[3] : 1.0;
               ELISE_COPY
               (
              rectangle(Pt2di(0,0),aSzIn),
          Max(0,Min(255, aShade.in() +(128+((aFonc-aMoy)*aDyn)/aDynMed)* aMul)),
          aShade.out()
               );
               SPds += aMul;
              std::cout << "END MED" << endl;
     }
     if (
                      (aModeOmbre=="IgnE")
                   || ((aModeOmbre=="Mixte") && (aVPdsFiltre[2] > 0.0))
                 )
     {
int aCpt=0; aCpt++;
std::cout << "IGN E " << aCpt << " " << aKDec << "\n";
             Done = true;
if (aCpt>0)
{
         Symb_FNum aGrad =  deriche(aMnt.in_proj(),aDericheFact);
             Symb_FNum aGx = (aGrad.v0());
             Symb_FNum aGy = (aGrad.v1());
         Symb_FNum aNG = sqrt(1+Square(aGx)+Square(aGy));

         Symb_FNum aNx (aGx/aNG);
         Symb_FNum aNy (aGy/aNG);
         Symb_FNum aNz (1/aNG);



         Pt2dr  aDirS = Pt2dr::FromPolar(1.0,anAzimut) * Pt2dr(1,0);

         double aSx = aDirS.x * sin(aTetaH);
         double aSy = aDirS.y * sin(aTetaH);
         double aSz = cos(aTetaH);

         Symb_FNum aScal(aNx*aSx+aNy*aSy+aNz*aSz);

std::cout << "AAAAAAAaa" << endl;
             double aMul = (aModeOmbre=="Mixte") ? aVPdsFiltre[2] : 1.0;
             ELISE_COPY
             (
              rectangle(Pt2di(0,0),aSzIn),
          Max(0,aShade.in() + 255*aScal * aMul),
          aShade.out()
             );
             SPds += aMul;
std::cout << "BBBBbbb" << endl;
}
     }
     if (! Done)
     {
         ELISE_ASSERT(false,"Unknown ModeOmbre");
     }



        Fonc_Num aFoncRes = Max(0,Min(255,aShade.in()/SPds));
        if (WithHypso)
        {
            Fonc_Num  aFIntens = aFoncRes;
            Fonc_Num  aFTeinte = trans(aFIn,aP0In)*aHypsoDyn;
            Fonc_Num  aFSat = 255*aHypsoSat;

            if (aNameCol!="")
            {
                Tiff_Im aFileCol = Tiff_Im::StdConvGen(aDir+aNameCol,-1,true,false);
            Symb_FNum aFNC(trans(rgb_to_its(aFileCol.in()),aP0In));

                if (aModeColor == "IntensShade")
                {
                    aFIntens = aFoncRes;
                    aFTeinte = aFNC.v1();
                    aFSat = aFNC.v2();
                }
                else if (aModeColor == "BackRGB")
                {
                   aFIntens = aIMasq.in()*aFoncRes + (1- aIMasq.in()) * aFNC.v0();
                   aFTeinte = aFNC.v1();
                   aFSat = aFNC.v2() * (1- aIMasq.in());
                }
                else if (aModeColor == "GrayBackRGB")
                {
                   aFIntens = aIMasq.in()*aFoncRes + (1- aIMasq.in()) * aFNC.v0();
                   aFTeinte = aFNC.v1();
                   aFSat = aFNC.v2()*(1-aIMasq.in());
                }
                else
                {
                    ELISE_ASSERT(false,"Unknown mode color");
                }
            }
            aFoncRes = its_to_rgb(Virgule(aFIntens,aFTeinte,aFSat));
            //aFoncRes = its_to_rgb(Virgule(aFoncRes,trans(aFIn,aP0In)*aHypsoDyn,255*aHypsoSat));
        }
/*
    if (WithCol)
    {
            Tiff_Im aFileCol(aNameCol.c_str());
        Symb_FNum aFNC(trans(rgb_to_its(aFileCol.in()),aP0In));
        aFoncRes = its_to_rgb(Virgule(aFoncRes,aFNC.v1(),aFNC.v2()*aHypsoSat));
        // aFoncRes = aFileCol.in();
    }
*/

     // Tiff_Im::Create8BFromFonc(aNameOut,aShade.sz(),aShade.in()/SPds);


    cout << "WithHypso " << WithHypso << " DIM " << aFoncRes.dimf_out() <<  endl;
        Box2di aBoxOut = aDecoup.KthIntervOut(aKDec);
        ELISE_COPY
        (
            rectangle(aBoxOut.P0()-aP0Glob,aBoxOut.P1()-aP0Glob),
        trans(aFoncRes,aP0Glob-aP0In),
        aTifOut.out()
        );
     }

     return EXIT_SUCCESS;

    }
    else return EXIT_SUCCESS;
}
Exemplo n.º 12
0
int ApplyParralaxCor_main(int argc, char ** argv)
{
	//std::string aNameIm, aNameIm2, aNameParallax, aNameDEM;
	std::string aNameIm, aNameParallax;
	std::string aNameOut = "";
	//Reading the arguments
	ElInitArgMain
		(
		argc, argv,
		LArgMain()
		<< EAMC(aNameIm, "Image to be corrected", eSAM_IsPatFile)
		//<< EAMC(aNameIm2, "Other image", eSAM_IsPatFile)
		<< EAMC(aNameParallax, "Paralax correction file", eSAM_IsPatFile),
		//<< EAMC(aNameDEM, "DEM file", eSAM_IsPatFile),
		LArgMain()
		<< EAM(aNameOut, "Out", true, "Name of output image (Def=ImName_corrected.tif")
		);

	std::string aDir, aPatIm;
	SplitDirAndFile(aDir, aPatIm, aNameIm);

	cout << "Correcting " << aNameIm << endl;
	if (aNameOut == "")
		aNameOut = aNameIm + "_corrected.tif";

	//Reading the image and creating the objects to be manipulated
	Tiff_Im aTF = Tiff_Im::StdConvGen(aDir + aNameIm, 1, false);

	Pt2di aSz = aTF.sz(); cout << "size of image = " << aSz << endl;
	Im2D_U_INT1  aIm(aSz.x, aSz.y);

	ELISE_COPY
		(
		aTF.all_pts(),
		aTF.in(),
		aIm.out()//Virgule(aImR.out(),aImG.out(),aImB.out())
		);

	U_INT1 ** aData = aIm.data();

	//Reading the parallax correction file
	Tiff_Im aTFPar = Tiff_Im::StdConvGen(aDir + aNameParallax, 1, false);
	Im2D_REAL8  aPar(aSz.x, aSz.y);
	ELISE_COPY
		(
		aTFPar.all_pts(),
		aTFPar.in(),
		aPar.out()//Virgule(aImR.out(),aImG.out(),aImB.out())
		);
	REAL8 ** aDatPar = aPar.data();
	

	//Output container
	Im2D_U_INT1  aImOut(aSz.x, aSz.y);
	U_INT1 ** aDataOut = aImOut.data();

	/*Things needed for RPC angle computation, not main goal of this function
	
	//Read RPCs
	RPC aRPC;
	string aNameRPC1 = "RPC_" + StdPrefix(aNameIm) + ".xml";
	aRPC.ReadDimap(aNameRPC1);
	cout << "Dimap File " << aNameRPC1 << " read" << endl;
	RPC aRPC2;
	string aNameRPC2 = "RPC_" + StdPrefix(aNameIm2) + ".xml";
	aRPC2.ReadDimap(aNameRPC2);
	cout << "Dimap File " << aNameRPC2 << " read" << endl;
	
	//Reading the DEM file
	Tiff_Im aTFDEM = Tiff_Im::StdConvGen(aDir + aNameDEM, 1, false);
	Im2D_REAL8  aDEM(aSz.x, aSz.y);
	ELISE_COPY
	(
	aTFDEM.all_pts(),
	aTFDEM.in(),
	aDEM.out()
	);
	REAL8 ** aDatDEM = aDEM.data();

	//Output angle container 1
	Im2D_REAL8  aAngleBOut(aSz.x, aSz.y);
	REAL8 ** aDataAngleBOut = aAngleBOut.data();
	string aNameAngleB = "AngleB.tif";

	//Output angle container 2
	Im2D_REAL8  aAngleNOut(aSz.x, aSz.y);
	REAL8 ** aDataAngleNOut = aAngleNOut.data();
	string aNameAngleN = "AngleN.tif";
	*/
	//Pt3dr PBTest(1500,3000, 0);
	//Pt3dr PWTest = aRPC.DirectRPC(PBTest);
	//Pt3dr PNTest = aRPC2.InverseRPC(PWTest);
	//cout << "PB0 = " << PBTest << endl;
	//cout << "PW0 = " << PWTest << endl;
	//cout << "PN0 = " << PNTest << endl;
	//cout << aRPC.height_scale << " " << aRPC.height_off << endl;
	//PBTest.z=1000;
	//PWTest = aRPC.DirectRPC(PBTest);
	//PNTest = aRPC2.InverseRPC(PWTest);
	//cout << "PB1 = " << PBTest << endl;
	//cout << "PW1 = " << PWTest << endl;
	//cout << "PN1 = " << PNTest << endl;


	cout << "size of image = " << aSz << endl;
	//Computing output data
	for (int aX = 0; aX < aSz.x; aX++)
	{
		for (int aY = 0; aY < aSz.y; aY++)
		{
			/*
			Pt3dr P0B(aX, aY, aDatDEM[aY][aX]);
			Pt3dr PW0 = aRPC.DirectRPC(P0B);
			Pt3dr PW1 = PW0, PW2 = PW0;
			PW1.z = PW1.z - 1;
			PW2.z = PW2.z + 1;
			Pt3dr P1B = aRPC.InverseRPC(PW1);
			Pt3dr P2B = aRPC.InverseRPC(PW2);
			Pt3dr P1N = aRPC2.InverseRPC(PW1);
			Pt3dr P2N = aRPC2.InverseRPC(PW2);
			//Pt3dr P1B(aX, aY, 0);
			//Pt3dr P2B(aX, aY, 10000);
			//Pt3dr P1N = aRPC2.InverseRPC(aRPC.DirectRPC(P1B));
			//Pt3dr P2N = aRPC2.InverseRPC(aRPC.DirectRPC(P2B));
			double aAngleB = atan((P2B.x - P1B.x) / (P2B.y - P1B.y));
			aDataAngleBOut[aY][aX] = aAngleB;
			double aAngleN = atan((P2N.x - P1N.x) / (P2N.y - P1N.y));
			aDataAngleNOut[aY][aX] = aAngleN;
			//cout << aX << " " << aY << " " << aAngle << endl;
			//cout << P1N << " " << P2N << " " << aAngle << endl;

			*/
			//THE THINGS COMPUTED ABOVE WILL BE USED IN A FURTHER UPDATE

			Pt2dr ptOut;
			ptOut.x = aX - aDatPar[aY][aX];// * cos(aAngleB);
			ptOut.y = aY - aDatPar[aY][aX];// * sin(aAngleB);
			aDataOut[aY][aX] = Reechantillonnage::biline(aData, aSz.x, aSz.y, ptOut);
		}
	}
	cout << "size of image = " << aSz << endl;
	Tiff_Im  aTOut
		(
		aNameOut.c_str(),
		aSz,
		GenIm::u_int1,
		Tiff_Im::No_Compr,
		Tiff_Im::BlackIsZero
		);


	ELISE_COPY
		(
		aTOut.all_pts(),
		aImOut.in(),
		aTOut.out()
		);
	/*
	Tiff_Im  aTAngleBOut
		(
		aNameAngleB.c_str(),
		aSz,
		GenIm::real8,
		Tiff_Im::No_Compr,
		Tiff_Im::BlackIsZero
		);


	ELISE_COPY
		(
		aTAngleBOut.all_pts(),
		aAngleBOut.in(),
		aTAngleBOut.out()
		);


	Tiff_Im  aTAngleNOut
		(
		aNameAngleN.c_str(),
		aSz,
		GenIm::real8,
		Tiff_Im::No_Compr,
		Tiff_Im::BlackIsZero
		);


	ELISE_COPY
		(
		aTAngleNOut.all_pts(),
		aAngleNOut.in(),
		aTAngleNOut.out()
		);
*/
	return 0;
}
Exemplo n.º 13
0
BiScroller::BiScroller
( 
       VideoWin_Visu_ElImScr & aVisu,
       ElImScroller * ScrGray,    
       ElImScroller * ScrCol,    
       ModeFusion     aModeFusion,
       Elise_colour * Cols,
       INT            NbCol,
       const std::string &   mNameMasq

)   :
    ElImScroller (aVisu,1,Inf(ScrGray->SzU(),ScrCol?ScrCol->SzU():ScrGray->SzU()),1.0),


    mMemGray     (1,aVisu.SzW()),
    mScrGray     ( ScrGray),
    mMemCol      (1,aVisu.SzW()),
    mScrCol      (ScrCol),

    mModeFusion  (aModeFusion),

    mVideoVisu   (aVisu),

    mImGray      (mMemGray.Images()[0]),
    mDataGray    (mImGray.data()),
    mImCol       (mMemCol.Images()[0]),
    mDataCol     (mImCol.data()),

    mTabRGB      (3,NbCol,256),
    mDataTabRGB  (mTabRGB.data()),

    mImR         (aVisu.SzW().x,1),
    mDataImR     (mImR.data()[0]),
    mImG         (aVisu.SzW().x,1),
    mDataImG     (mImG.data()[0]),
    mImB         (aVisu.SzW().x,1),
    mDataImB     (mImB.data()[0]),
    mTr          (0.0,0.0),
    mIm1Act      (true),
    mIm2Act      (mScrCol!=0),
    mImMasq      (1,1)

{
   mSubScrolls.push_back(mScrGray);
   if (mScrCol)
       mSubScrolls.push_back(mScrCol);



    for (INT iCol = 0; iCol<NbCol ; iCol++)
        for (INT iGray=0; iGray < 256; iGray ++)
        {
             Elise_colour CGray = Elise_colour::gray(iGray/255.0);
             Elise_colour CCol = Cols[iCol];
             Elise_colour ColMixed = som_pond(CCol,0.3,CGray);
             if (iCol == 0) 
                ColMixed = CGray;
             SetRGBEntry(iGray, iCol, ColMixed);
        }


   if (mNameMasq!="")
   {
      Tiff_Im aFM = Tiff_Im::UnivConvStd(mNameMasq);
      Pt2di aSz = aFM.sz();
      mImMasq=Im2D_U_INT1 (aSz.x,aSz.y);

      Fonc_Num aFIn = aFM.in(); 
      if (aModeFusion==eModeMasq)
      {
         aFIn = (aFM.in()!=0);
      }
         
      ELISE_COPY(aFM.all_pts(),aFIn,mImMasq.out());
   }
/*
    REAL DistCible = 60.0;


    DistCible /= 255.0;
    for (INT iCol = 0; iCol<NbCol ; iCol++)
    {
        Elise_colour CCol = Cols[iCol];
        Elise_colour  aGray = Elise_colour::gray(CCol.GrayVal());


        REAL dist = ElMax(1e-10,aGray.eucl_dist(CCol));

        Elise_colour vAtDit = aGray +  (DistCible/dist) * (CCol-aGray);


        Elise_colour v0 = vAtDit - Elise_colour::gray(vAtDit.MinRGB());
        Elise_colour v1 = vAtDit + Elise_colour::gray(1.0-vAtDit.MaxRGB());

        for (INT iGray=0; iGray < 256; iGray ++)
        {
             REAL GrayLevel = iGray/255.0;
             Elise_colour ColMixed = som_pond(v0,1-GrayLevel,v1);
             if (iCol == 0) 
                ColMixed =  Elise_colour::gray(GrayLevel);
             SetRGBEntry(iGray, iCol, ColMixed);
        }
    }
*/
}
int Luc_main_truc(int argc, char ** argv)
{
    /*
    std::string aFullPattern, aOri, aNameOut="PointsCordinates.txt";
    //Reading the arguments
    ElInitArgMain
        (
        argc, argv,
        LArgMain()  << EAMC(aFullPattern, "Images Pattern 1", eSAM_IsPatFile)
                    << EAMC(aOri, "Orientation", eSAM_IsPatFile),
        LArgMain()  << EAM(aNameOut, "Out", true, "Output file (txt)")
        );

    string aPattern, aNameDir;
    SplitDirAndFile(aNameDir, aPattern, aFullPattern);

    //Reading input files
    list<string> ListIm = RegexListFileMatch(aNameDir, aPattern, 1, false);
    int nbIm = ListIm.size();

    string oriFileName = aNameDir + aNameOut;
    FILE *f = fopen(oriFileName.c_str(), "w");

    for (int i = 1; i <= nbIm; i++)
    {
        //Processing the image
        string aNameIm = ListIm.front();
        ListIm.pop_front();
        string aNameOut = aNameDir + aNameIm + ".tif";

        //Loading the camera
        string aNameCam = "Ori-" + aOri + "/Orientation-" + aNameIm + ".xml";
        cInterfChantierNameManipulateur * anICNM = cInterfChantierNameManipulateur::BasicAlloc(aNameDir);
        CamStenope * aCam = CamOrientGenFromFile(aNameCam, anICNM);
        cout << aNameIm << " [ " << aCam->VraiOpticalCenter().x << " , " << aCam->VraiOpticalCenter().y << " , " << aCam->VraiOpticalCenter().z << " ]" << endl;
        fprintf(f, "%s %0.6f %0.6f %0.6f\n", aNameIm, aCam->VraiOpticalCenter().x, aCam->VraiOpticalCenter().y, aCam->VraiOpticalCenter().z);

    }
    fclose(f);



    */

    std::string aFullPattern1, aFullPattern2, aFile3D1, aFile3D2, aOri, aDirOut = "Visualisation/";
    int aSzW = 1;
    double aSzMovArea = 5;
    //Reading the arguments
    ElInitArgMain
        (
        argc, argv,
        LArgMain()	<< EAMC(aFullPattern1, "Images Pattern 1", eSAM_IsPatFile)
                    << EAMC(aFullPattern2, "Images Pattern 2", eSAM_IsPatFile)
                    << EAMC(aFile3D1, "File 3D 1", eSAM_IsPatFile)
                    << EAMC(aFile3D2, "File 3D 2", eSAM_IsPatFile)
                    << EAMC(aOri, "Orientation", eSAM_IsPatFile),
        LArgMain()	<< EAM(aDirOut, "Out", true, "Output folder (end with /) and/or prefix (end with another char)")
                    << EAM(aSzMovArea, "SzMovArea", true, "Max magnitude of movement in meters (def=5)")
        );

    //Creating vector of images
    std::string aDir, aPatIm1, aPatIm2;
    SplitDirAndFile(aDir, aPatIm1, aFullPattern1);
    SplitDirAndFile(aDir, aPatIm2, aFullPattern2);
    cInterfChantierNameManipulateur * aICNM = cInterfChantierNameManipulateur::BasicAlloc(aDir);
    const std::vector<std::string> * aSetIm1 = aICNM->Get(aPatIm1);
    const std::vector<std::string> * aSetIm2 = aICNM->Get(aPatIm2);
    std::vector<std::string> aVectIm1 = *aSetIm1;
    std::vector<std::string> aVectIm2 = *aSetIm2;

    cout << "Set 1 size : " << aVectIm1.size() << endl;
    cout << "Set 1 : " << aVectIm1 << endl;
    cout << "Set 2 size : " << aVectIm2.size() << endl;
    cout << "Set 2 : " << aVectIm2 << endl;

    //loading 3D models
    cElNuage3DMaille * info3D1 = cElNuage3DMaille::FromFileIm(aFile3D1);
    cElNuage3DMaille * info3D2 = cElNuage3DMaille::FromFileIm(aFile3D2);
    cout << "Sz geom 1: " << info3D1->SzGeom() << endl;
    cout << "Sz geom 2: " << info3D2->SzGeom() << endl;
    cout << "Resol geom 1: " << info3D1->ResolSolGlob() << endl;
    cout << "Resol geom 2: " << info3D2->ResolSolGlob() << endl;

    //Loading images
    vector<SpatioTempImage> aGrIm1 = LoadGrpImages(aDir, aPatIm1, aOri);
    vector<SpatioTempImage> aGrIm2 = LoadGrpImages(aDir, aPatIm2, aOri);
    cout << "Loaded " << aGrIm1.size() << " images for group 1 and " << aGrIm2.size() << " for group 2" << endl;


    //Bulding the output file system
    ELISE_fp::MkDirRec(aDir + aDirOut);
    std::string aNameOut = "banane.tif";
    //Reading the image and creating the objects to be manipulated
    aNameOut = aDir + aDirOut + aNameOut;

    Pt2di aSz( info3D1->SzGeom().x , info3D1->SzGeom().y );

    Tiff_Im aTF = Tiff_Im(aNameOut.c_str(), aSz, GenIm::real4, Tiff_Im::No_Compr, Tiff_Im::BlackIsZero);

    Im2D_REAL4  aIm(aSz.x, aSz.y);

    ELISE_COPY
        (
        aTF.all_pts(),
        aTF.in(),
        aIm.out()
        );

    REAL4 ** aData = aIm.data();


    for (int aY = aSzW; aY < aSz.y - aSzW; aY++)
    {
        for (int aX = aSzW; aX < aSz.x - aSzW; aX++)
        {
            /*******************************
            HOW TO
            //transform XY pixel coordinates to terrain coordinates
            Pt2dr pos2DPtIm1; pos2DPtIm1.x = 10050 + aX*0.14999999999999999*2; pos2DPtIm1.y = 10350 - aY*0.14999999999999999*2;
            //Go back to pix coordinates
            pos2DPtIm1 = info3D->Plani2Index(pos2DPtIm1);
            ********************************/
            Pt2dr pos2DMNT( aX , aY );
            //Test if there is data
            if (info3D1->CaptHasData(pos2DMNT)){
                //Get 3D info at XY
                Pt3d<double> pos3DMNT = info3D1->PreciseCapteur2Terrain(pos2DMNT);
                //cout << "pos3DMNT1 = " << pos3DMNT << endl;
                //Get Im1(i,j)
                Pt2di pos2DIm1( int(aGrIm1[0].aCamera->Ter2Capteur(pos3DMNT).x) , int(aGrIm1[0].aCamera->Ter2Capteur(pos3DMNT).y) );
                cout << "pos2DIm1 = " << pos2DIm1 << endl;
                //Extracting window from Im1
                Im2D_U_INT1 aWindow1 = Window_Maker(aGrIm1[0], pos2DIm1, 1);

                Fonc_Num aScoreMin = 100;
                /*
                for (int bX = pos3DMNT.x - aSzMovArea; bX <= pos3DMNT.x + aSzMovArea; bX++)
                {
                    for (int bY = pos3DMNT.y - aSzMovArea; bY <= pos3DMNT.y + aSzMovArea; bY++)
                    {
                        Pt2di aPos(int(aGrIm2[0].aCamera->Ter2Capteur(pos3DMNT).x), int(aGrIm2[0].aCamera->Ter2Capteur(pos3DMNT).y));
                        //Extracting window from Im2
                        Im2D_U_INT1 aWindow2 = Window_Maker(aGrIm2[0], aPos, 1);
                        double aScore = Correlator(&aWindow1, &aWindow2);
                        if (aScore < aScoreMin)
                        {
                            //CACACACACACACACCACACACACA TESTER SI PT EXIST DANS INFO3D2=====================================================================================
                            aScoreMin = aScore;
                            Pt2dr aPos2D(bX, bY);
                            Pt3dr aPos3D = info3D2->PreciseCapteur2Terrain(info3D2->Plani2Index(aPos2D));
                            cout << "pos set 1 = " << pos3DMNT << endl;
                            cout << "pos set 2 = " << aPos3D << endl;
                            aData[aY][aX] = square_euclid(pos3DMNT, aPos3D);
                            cout << aData[aY][aX] << endl;
                        }
                    }
                }


                //Get Im2(i,j)
                Pt2di pos2DIm2( int(aGrIm2[0].aCamera->Ter2Capteur(pos3DMNT).x) , int(aGrIm2[0].aCamera->Ter2Capteur(pos3DMNT).y) );
                cout << "pos2DIm2 = " << pos2DIm2 << endl;
                //Define researsh area in pixels from input info in meters
                int aSzMovAreaPix = aSzMovArea / aGrIm2[0].aCamera->ResolutionSol();
                cout <<"Pouet"<<endl;
                double aScoreMin = 100;
                for (int bX = pos2DIm2.x - aSzMovAreaPix; bX <= pos2DIm2.x + aSzMovAreaPix; bX++)
                {
                    for (int bY = pos2DIm2.y - aSzMovAreaPix; bY <= pos2DIm2.y + aSzMovAreaPix; bY++)
                    {
                        Pt2di aPos( bX, bY );
                        //Extracting window from Im2
                        vector<vector<float> > aWindow2 = Window_Maker(aGrIm2[0], aPos, 1);
                        cout << aWindow2 << endl;
                        double aScore = Correlator(aWindow1, aWindow2);
                        cout << aScore << endl;
                        if (aScore < aScoreMin)
                        {
                            aScoreMin = aScore;
                            Pt2dr aPosR(aPos.x, aPos.y);
                            cout << "aPos " << aPos << endl;
                            cout << "aPosR " << aPosR << endl;

                            Pt3dr aPosPt3D = aGrIm2[0].aCamera->PreciseCapteur2Terrain(aPosR);
                            cout << aPosPt3D << endl;
                            Pt2dr aPos2DPtIm2 = info3D2->Plani2Index(aPosR);
                            cout << aPos2DPtIm2 << endl;
                            aData[aY][aX] = square_euclid(pos3DMNT, info3D2->PreciseCapteur2Terrain(aPos2DPtIm2));
                            cout << aData[aY][aX] << endl;
                        }
                    }
                }
                */

            }
            else
            {
                aData[aY][aX] = 1;
                //cout << "not in Masq" << endl;
            }
        }
    }

    Tiff_Im  aTOut
        (
        aNameOut.c_str(),
        aSz,
        GenIm::real4,
        Tiff_Im::No_Compr,
        Tiff_Im::BlackIsZero
        );

    ELISE_COPY
        (
        aTOut.all_pts(),
        aIm.in(),
        aTOut.out()
        );

    return 0;

}