diff --git a/app/Operations/MICD.cpp b/app/Operations/MICD.cpp
index d04ee25ea5cccf0c405857a6a80560077fef5aef..ab62a7637526caee6f3f4552dca7f40694572c5f 100644
--- a/app/Operations/MICD.cpp
+++ b/app/Operations/MICD.cpp
@@ -28,14 +28,14 @@ MICD::MICD()
 {
     long counter;
     for( counter=0; counter< 128; counter++ ) {
-      iloiqu[counter] = 0;
+        iloiqu[counter] = 0;
     }
     for( counter=0; counter< 2048*20; counter++ ) {
-      ((int*)itcod)[counter] = 0;
+        ((int*)itcod)[counter] = 0;
         ((int*)itrco)[counter] = 0;
     }
     for( counter=0; counter< 40; counter++ ) {
-      ((int*)ktab)[counter] = 0;
+        ((int*)ktab)[counter] = 0;
     }
     quantdef = NULL;
 }
@@ -83,67 +83,67 @@ string MICD::execute( const GrayscaleImage *im, Prediction prediction_alg, image
     /* codage de l'image */
     for(i=1; i<nbl ; i++)
     {
-         for(j=1; j<nbc ; j++)
-         {
-             if(rep == PX_EQ_A) {
-                 temp_p = reconstructed_image->getPixelAt( j - 1, i );
-                 pred = temp_p;
-             }
-             else if(rep == PX_EQ_B) {
-                 temp_p = reconstructed_image->getPixelAt( j, i - 1);
-                 pred = temp_p;
-             }
-             else if(rep == PX_EQ_APC) {
-                 temp_p = reconstructed_image->getPixelAt( j - 1, i );
-                 pred = (int)temp_p;
-                 temp_p = reconstructed_image->getPixelAt( j, i - 1 );
-                 pred = ( pred + (int)temp_p ) / 2;
-         }
-         else if(rep == PX_EQ_Q) {
+        for(j=1; j<nbc ; j++)
+        {
+            if(rep == PX_EQ_A) {
+                temp_p = reconstructed_image->getPixelAt( j - 1, i );
+                pred = temp_p;
+            }
+            else if(rep == PX_EQ_B) {
+                temp_p = reconstructed_image->getPixelAt( j, i - 1);
+                pred = temp_p;
+            }
+            else if(rep == PX_EQ_APC) {
+                temp_p = reconstructed_image->getPixelAt( j - 1, i );
+                pred = (int)temp_p;
+                temp_p = reconstructed_image->getPixelAt( j, i - 1 );
+                pred = ( pred + (int)temp_p ) / 2;
+            }
+            else if(rep == PX_EQ_Q) {
                 /*
-             Modified Graham's Algorithm:
-             if |B-C| - Q <= |B-A| <= |B-C| + Q
+                Modified Graham's Algorithm:
+                if |B-C| - Q <= |B-A| <= |B-C| + Q
                         P(X) = (A+C)/2
-             else
+                else
                     if |B-A| > |B-C|
                             P(X) = A
                     else
                             P(X) = C
-             */
-             float A = im->getPixelAt( j - 1, i );
-             float B = im->getPixelAt( j - 1, i - 1 );
-             float C = im->getPixelAt( j, i - 1 );
-             if( ((fabs(B-C) - Q) <= fabs(B-A)) &&
-                 (fabs(B-A) <= (fabs(B-C) + Q)) ) {
-                 pred = (uint8_t)((A + C) / 2);
-             }
-             else {
-                 if( fabs(B-A) > fabs(B-C) ) {
-                   pred = (uint8_t)A;
-                 }
-                 else {
-                   pred = (uint8_t)C;
-                 }
-             }
-         }
+                */
+                float A = im->getPixelAt( j - 1, i );
+                float B = im->getPixelAt( j - 1, i - 1 );
+                float C = im->getPixelAt( j, i - 1 );
+                if( ((fabs(B-C) - Q) <= fabs(B-A)) &&
+                        (fabs(B-A) <= (fabs(B-C) + Q)) ) {
+                    pred = (uint8_t)((A + C) / 2);
+                }
+                else {
+                    if( fabs(B-A) > fabs(B-C) ) {
+                        pred = (uint8_t)A;
+                    }
+                    else {
+                        pred = (uint8_t)C;
+                    }
+                }
+            }
 
-         temp_p = reconstructed_image->getPixelAt( j, i );
-         ier = (int)temp_p - pred;
-         codec(0,ier,&icode,&ireco);
-         pi[ier+255]++;      /* proba associe  l'erreur de prdiction */
-         nbpt++;
+            temp_p = reconstructed_image->getPixelAt( j, i );
+            ier = (int)temp_p - pred;
+            codec(0,ier,&icode,&ireco);
+            pi[ier+255]++;      /* proba associe  l'erreur de prdiction */
+            nbpt++;
 
-         int tempvalue;
-         tempvalue = ier + 128;
-         po = tempvalue;
-         error_prediction_image->setPixelAt( j, i, po );
-         tempvalue = pred + ireco;
-         if( tempvalue > 255 ) tempvalue = 255;
-         if( tempvalue < 0 ) tempvalue = 0;
-         po = tempvalue;
-         reconstructed_image->setPixelAt( j, i, po );
-     }
-  }
+            int tempvalue;
+            tempvalue = ier + 128;
+            po = tempvalue;
+            error_prediction_image->setPixelAt( j, i, po );
+            tempvalue = pred + ireco;
+            if( tempvalue > 255 ) tempvalue = 255;
+            if( tempvalue < 0 ) tempvalue = 0;
+            po = tempvalue;
+            reconstructed_image->setPixelAt( j, i, po );
+        }
+    }
 
     /* calcul de l'entropie de l'image d'erreur de prdiction */
     for(i=0 ; i<512 ; i++)
@@ -160,7 +160,6 @@ string MICD::execute( const GrayscaleImage *im, Prediction prediction_alg, image
     returnval = returnval + "\n";
     returnval = returnval + print_iloiqu();
 
-
     /* libration de la mmoire alloue */
     *err_image = error_prediction_image;
     *recons_image = reconstructed_image;
@@ -168,7 +167,7 @@ string MICD::execute( const GrayscaleImage *im, Prediction prediction_alg, image
 }
 
 void MICD::codlq(int m) {
-   int n,nar,nk,i,j;
+    int n,nar,nk,i,j;
 
     n=iloiqu[0];
     ktab[0][m]=iloiqu[1];
@@ -176,10 +175,10 @@ void MICD::codlq(int m) {
     j= -1;
     for(i=0;i < n-1 ; i++)
     {
-      nk=1+nar-iloiqu[2*i+1];
-      do{j++;itcod[j][m]=i;nk++;} while(nk <= 0);
-      nar=iloiqu[2*i+1];
-      itrco[i][m]=iloiqu[2*i+2];
+        nk=1+nar-iloiqu[2*i+1];
+        do{j++;itcod[j][m]=i;nk++;} while(nk <= 0);
+        nar=iloiqu[2*i+1];
+        itrco[i][m]=iloiqu[2*i+2];
     }
     itcod[j+1][m]=i;
     itrco[i][m]=iloiqu[2*i+2];
@@ -187,31 +186,31 @@ void MICD::codlq(int m) {
 }
 
 void MICD::codec(int nlq,int ier,int *icode,int *ireco) {
-   int m,ip,iep,ierp,n,l;
+    int m,ip,iep,ierp,n,l;
     m=nlq;
     ip=ktab[0][m];
     ierp=ier-ip;
     if(ierp > 0)
     {
-      ip=ktab[1][m];
-      iep=ier-ip;
-      if(iep < 0)
-        n=ier - ktab[0][m];
-      else
-        n=ktab[1][m] - ktab[0][m];
-      *icode=itcod[n][m];
-      l= *icode;
-      *ireco=itrco[l][m];
+        ip=ktab[1][m];
+        iep=ier-ip;
+        if(iep < 0)
+            n=ier - ktab[0][m];
+        else
+            n=ktab[1][m] - ktab[0][m];
+        *icode=itcod[n][m];
+        l = *icode;
+        *ireco=itrco[l][m];
     }
     else
     {
-      *icode=itcod[0][m];
-      *ireco=itrco[0][m];
+        *icode=itcod[0][m];
+        *ireco=itrco[0][m];
     }
 }
 
 void MICD::set_levels() {
-  // Fills in iloiqu with the specified values
+    // Fills in iloiqu with the specified values
     if( quantdef->size - 1 > 32 || quantdef->size - 1 < 1 ) {
         char buffer[255];
         sprintf( buffer, "Error in MICD::set_levels:\nquantdef->GetNumThresholds() = %d", quantdef->size - 1 );
@@ -228,13 +227,13 @@ void MICD::set_levels() {
 }
 
 string MICD::print_iloiqu() {
-  string returnval;
+    string returnval;
     returnval = "seuils de dcision --------------- niveaux de reconstruction\n";
-  int counter;
+    int counter;
     char buffer[100];
     for( counter=1; counter<= iloiqu[0]*2-1; counter++ ) {
         if( !(counter & 1 == 1) ) {
-          sprintf( buffer, "                                                 %3d     \n", iloiqu[counter] );
+            sprintf( buffer, "                                                 %3d     \n", iloiqu[counter] );
             returnval = returnval + buffer;
             sprintf( buffer, "      %3d ---------------------------------------------\n", iloiqu[counter-1] );
             returnval = returnval + buffer;