Normalize whitespace in documentation and text files

doc/packaging.txt

@@ -5,10 +5,10 @@ INSTRUCTIONS TO BUILD WIN32 PACKAGES WITH CMAKE+CPACK
 - Install NSIS.
 - Generate OpenCV solutions for MSVC using CMake as usual.
 - In cmake-gui:
-	- Mark BUILD_PACKAGE
-	- Mark BUILD_EXAMPLES (If examples are desired to be shipped as binaries...)
-	- Unmark ENABLE_OPENMP, since this feature seems to have some issues yet...
-	- Mark INSTALL_*_EXAMPLES
+    - Mark BUILD_PACKAGE
+    - Mark BUILD_EXAMPLES (If examples are desired to be shipped as binaries...)
+    - Unmark ENABLE_OPENMP, since this feature seems to have some issues yet...
+    - Mark INSTALL_*_EXAMPLES
 - Open the OpenCV solution and build ALL in Debug and Release.
 - Build PACKAGE, from the Release configuration. An NSIS installer package will be
   created with both release and debug LIBs and DLLs.

doc/tutorials/core/basic_geometric_drawing/basic_geometric_drawing.rst

@@ -99,11 +99,11 @@ Explanation
 
       /// 2.b. Creating rectangles
       rectangle( rook_image,
-  	         Point( 0, 7*w/8.0 ),
-	         Point( w, w),
-	         Scalar( 0, 255, 255 ),
-	         -1,
-	         8 );
+             Point( 0, 7*w/8.0 ),
+             Point( w, w),
+             Scalar( 0, 255, 255 ),
+             -1,
+             8 );
 
       /// 2.c. Create a few lines
       MyLine( rook_image, Point( 0, 15*w/16 ), Point( w, 15*w/16 ) );
@@ -118,16 +118,16 @@ Explanation
      .. code-block:: cpp
 
         void MyLine( Mat img, Point start, Point end )
-	{
-  	  int thickness = 2;
-  	  int lineType = 8;
-  	  line( img,
-	  	start,
-		end,
-		Scalar( 0, 0, 0 ),
-		thickness,
-		lineType );
-	}
+    {
+      int thickness = 2;
+      int lineType = 8;
+      line( img,
+        start,
+        end,
+        Scalar( 0, 0, 0 ),
+        thickness,
+        lineType );
+    }
 
      As we can see, *MyLine* just call the function :line:`line <>`, which does the following:
 
@@ -145,18 +145,18 @@ Explanation
 
         void MyEllipse( Mat img, double angle )
         {
-   	  int thickness = 2;
-  	  int lineType = 8;
-
-	  ellipse( img,
-	   	   Point( w/2.0, w/2.0 ),
-	   	   Size( w/4.0, w/16.0 ),
-	   	   angle,
-	   	   0,
-	   	   360,
-	   	   Scalar( 255, 0, 0 ),
-	   	   thickness,
-	   	   lineType );
+      int thickness = 2;
+      int lineType = 8;
+
+      ellipse( img,
+           Point( w/2.0, w/2.0 ),
+           Size( w/4.0, w/16.0 ),
+           angle,
+           0,
+           360,
+           Scalar( 255, 0, 0 ),
+           thickness,
+           lineType );
         }
 
      From the code above, we can observe that the function :ellipse:`ellipse <>` draws an ellipse such that:
@@ -176,17 +176,17 @@ Explanation
      .. code-block:: cpp
 
         void MyFilledCircle( Mat img, Point center )
-	{
-  	 int thickness = -1;
-  	 int lineType = 8;
-
-	 circle( img,
-	  	 center,
-	  	 w/32.0,
-	  	 Scalar( 0, 0, 255 ),
-	  	 thickness,
-	  	 lineType );
-	}
+    {
+     int thickness = -1;
+     int lineType = 8;
+
+     circle( img,
+         center,
+         w/32.0,
+         Scalar( 0, 0, 255 ),
+         thickness,
+         lineType );
+    }
 
      Similar to the ellipse function, we can observe that *circle* receives as arguments:
 
@@ -203,41 +203,41 @@ Explanation
      .. code-block:: cpp
 
         void MyPolygon( Mat img )
-	{
-  	  int lineType = 8;
-
-	  /** Create some points */
-  	  Point rook_points[1][20];
-  	  rook_points[0][0] = Point( w/4.0, 7*w/8.0 );
-  	  rook_points[0][1] = Point( 3*w/4.0, 7*w/8.0 );
-  	  rook_points[0][2] = Point( 3*w/4.0, 13*w/16.0 );
-  	  rook_points[0][3] = Point( 11*w/16.0, 13*w/16.0 );
- 	  rook_points[0][4] = Point( 19*w/32.0, 3*w/8.0 );
-  	  rook_points[0][5] = Point( 3*w/4.0, 3*w/8.0 );
-  	  rook_points[0][6] = Point( 3*w/4.0, w/8.0 );
-  	  rook_points[0][7] = Point( 26*w/40.0, w/8.0 );
-  	  rook_points[0][8] = Point( 26*w/40.0, w/4.0 );
-  	  rook_points[0][9] = Point( 22*w/40.0, w/4.0 );
-  	  rook_points[0][10] = Point( 22*w/40.0, w/8.0 );
-  	  rook_points[0][11] = Point( 18*w/40.0, w/8.0 );
-  	  rook_points[0][12] = Point( 18*w/40.0, w/4.0 );
-  	  rook_points[0][13] = Point( 14*w/40.0, w/4.0 );
-  	  rook_points[0][14] = Point( 14*w/40.0, w/8.0 );
-  	  rook_points[0][15] = Point( w/4.0, w/8.0 );
-  	  rook_points[0][16] = Point( w/4.0, 3*w/8.0 );
-  	  rook_points[0][17] = Point( 13*w/32.0, 3*w/8.0 );
-  	  rook_points[0][18] = Point( 5*w/16.0, 13*w/16.0 );
-  	  rook_points[0][19] = Point( w/4.0, 13*w/16.0) ;
-
-	  const Point* ppt[1] = { rook_points[0] };
-  	  int npt[] = { 20 };
-
-  	  fillPoly( img,
-	    	    ppt,
-	    	    npt,
-            	    1,
-	    	    Scalar( 255, 255, 255 ),
-	    	    lineType );
+    {
+      int lineType = 8;
+
+      /** Create some points */
+      Point rook_points[1][20];
+      rook_points[0][0] = Point( w/4.0, 7*w/8.0 );
+      rook_points[0][1] = Point( 3*w/4.0, 7*w/8.0 );
+      rook_points[0][2] = Point( 3*w/4.0, 13*w/16.0 );
+      rook_points[0][3] = Point( 11*w/16.0, 13*w/16.0 );
+      rook_points[0][4] = Point( 19*w/32.0, 3*w/8.0 );
+      rook_points[0][5] = Point( 3*w/4.0, 3*w/8.0 );
+      rook_points[0][6] = Point( 3*w/4.0, w/8.0 );
+      rook_points[0][7] = Point( 26*w/40.0, w/8.0 );
+      rook_points[0][8] = Point( 26*w/40.0, w/4.0 );
+      rook_points[0][9] = Point( 22*w/40.0, w/4.0 );
+      rook_points[0][10] = Point( 22*w/40.0, w/8.0 );
+      rook_points[0][11] = Point( 18*w/40.0, w/8.0 );
+      rook_points[0][12] = Point( 18*w/40.0, w/4.0 );
+      rook_points[0][13] = Point( 14*w/40.0, w/4.0 );
+      rook_points[0][14] = Point( 14*w/40.0, w/8.0 );
+      rook_points[0][15] = Point( w/4.0, w/8.0 );
+      rook_points[0][16] = Point( w/4.0, 3*w/8.0 );
+      rook_points[0][17] = Point( 13*w/32.0, 3*w/8.0 );
+      rook_points[0][18] = Point( 5*w/16.0, 13*w/16.0 );
+      rook_points[0][19] = Point( w/4.0, 13*w/16.0) ;
+
+      const Point* ppt[1] = { rook_points[0] };
+      int npt[] = { 20 };
+
+      fillPoly( img,
+                ppt,
+                npt,
+                    1,
+                Scalar( 255, 255, 255 ),
+                lineType );
          }
 
      To draw a filled polygon we use the function :fill_poly:`fillPoly <>`. We note that:
@@ -255,11 +255,11 @@ Explanation
      .. code-block:: cpp
 
         rectangle( rook_image,
-	     	   Point( 0, 7*w/8.0 ),
-	     	   Point( w, w),
-	     	   Scalar( 0, 255, 255 ),
-	     	   -1,
-	     	   8 );
+               Point( 0, 7*w/8.0 ),
+               Point( w, w),
+               Scalar( 0, 255, 255 ),
+               -1,
+               8 );
 
      Finally we have the :rectangle:`rectangle <>` function (we did not create a special function for this guy). We note that:
 

doc/tutorials/features2d/trackingmotion/corner_subpixeles/corner_subpixeles.rst

@@ -87,14 +87,14 @@ This tutorial code's is shown lines below. You can also download it from `here <
 
      /// Apply corner detection
      goodFeaturesToTrack( src_gray,
-	  	          corners,
-		          maxCorners,
-		          qualityLevel,
-		          minDistance,
-		          Mat(),
-		          blockSize,
-		          useHarrisDetector,
-		          k );
+                  corners,
+                  maxCorners,
+                  qualityLevel,
+                  minDistance,
+                  Mat(),
+                  blockSize,
+                  useHarrisDetector,
+                  k );
 
 
      /// Draw corners detected

doc/tutorials/features2d/trackingmotion/harris_detector/harris_detector.rst

@@ -98,16 +98,16 @@ How does it work?
                         u & v
                        \end{bmatrix}
                        \left (
-		       \displaystyle \sum_{x,y}
+               \displaystyle \sum_{x,y}
                        w(x,y)
                        \begin{bmatrix}
                         I_x^{2} & I_{x}I_{y} \\
                         I_xI_{y} & I_{y}^{2}
-		       \end{bmatrix}
-		       \right )
-		       \begin{bmatrix}
+               \end{bmatrix}
+               \right )
+               \begin{bmatrix}
                         u \\
-			v
+            v
                        \end{bmatrix}
 
    * Let's denote:
@@ -115,11 +115,11 @@ How does it work?
      .. math::
 
         M = \displaystyle \sum_{x,y}
-			      w(x,y)
-			      \begin{bmatrix}
-                        	I_x^{2} & I_{x}I_{y} \\
-                        	I_xI_{y} & I_{y}^{2}
-		       	       \end{bmatrix}
+                  w(x,y)
+                  \begin{bmatrix}
+                            I_x^{2} & I_{x}I_{y} \\
+                            I_xI_{y} & I_{y}^{2}
+                       \end{bmatrix}
 
    * So, our equation now is:
 
@@ -128,10 +128,10 @@ How does it work?
         E(u,v) \approx \begin{bmatrix}
                         u & v
                        \end{bmatrix}
-		       M
-		       \begin{bmatrix}
+               M
+               \begin{bmatrix}
                         u \\
-			v
+            v
                        \end{bmatrix}
 
 

doc/tutorials/imgproc/erosion_dilatation/erosion_dilatation.rst

@@ -112,21 +112,21 @@ This tutorial code's is shown lines below. You can also download it from `here <
 
      /// Create Erosion Trackbar
      createTrackbar( "Element:\n 0: Rect \n 1: Cross \n 2: Ellipse", "Erosion Demo",
-     		     &erosion_elem, max_elem,
-		     Erosion );
+                 &erosion_elem, max_elem,
+             Erosion );
 
      createTrackbar( "Kernel size:\n 2n +1", "Erosion Demo",
-		     &erosion_size, max_kernel_size,
-		     Erosion );
+             &erosion_size, max_kernel_size,
+             Erosion );
 
      /// Create Dilation Trackbar
      createTrackbar( "Element:\n 0: Rect \n 1: Cross \n 2: Ellipse", "Dilation Demo",
-		     &dilation_elem, max_elem,
-		     Dilation );
+             &dilation_elem, max_elem,
+             Dilation );
 
      createTrackbar( "Kernel size:\n 2n +1", "Dilation Demo",
-		     &dilation_size, max_kernel_size,
-		     Dilation );
+             &dilation_size, max_kernel_size,
+             Dilation );
 
      /// Default start
      Erosion( 0, 0 );
@@ -145,8 +145,8 @@ This tutorial code's is shown lines below. You can also download it from `here <
      else if( erosion_elem == 2) { erosion_type = MORPH_ELLIPSE; }
 
      Mat element = getStructuringElement( erosion_type,
-     	  				  Size( 2*erosion_size + 1, 2*erosion_size+1 ),
-				       	  Point( erosion_size, erosion_size ) );
+                          Size( 2*erosion_size + 1, 2*erosion_size+1 ),
+                          Point( erosion_size, erosion_size ) );
 
      /// Apply the erosion operation
      erode( src, erosion_dst, element );
@@ -162,8 +162,8 @@ This tutorial code's is shown lines below. You can also download it from `here <
      else if( dilation_elem == 2) { dilation_type = MORPH_ELLIPSE; }
 
      Mat element = getStructuringElement( dilation_type,
-				       	  Size( 2*dilation_size + 1, 2*dilation_size+1 ),
-				       	  Point( dilation_size, dilation_size ) );
+                          Size( 2*dilation_size + 1, 2*dilation_size+1 ),
+                          Point( dilation_size, dilation_size ) );
      /// Apply the dilation operation
      dilate( src, dilation_dst, element );
      imshow( "Dilation Demo", dilation_dst );
@@ -201,8 +201,8 @@ Explanation
         else if( erosion_elem == 2) { erosion_type = MORPH_ELLIPSE; }
 
         Mat element = getStructuringElement( erosion_type,
-     	    				     Size( 2*erosion_size + 1, 2*erosion_size+1 ),
-				       	     Point( erosion_size, erosion_size ) );
+                                 Size( 2*erosion_size + 1, 2*erosion_size+1 ),
+                             Point( erosion_size, erosion_size ) );
         /// Apply the erosion operation
         erode( src, erosion_dst, element );
         imshow( "Erosion Demo", erosion_dst );
@@ -216,17 +216,17 @@ Explanation
 
         .. code-block:: cpp
 
- 	   Mat element = getStructuringElement( erosion_type,
-     	    				        Size( 2*erosion_size + 1, 2*erosion_size+1 ),
-				       	        Point( erosion_size, erosion_size ) );
+       Mat element = getStructuringElement( erosion_type,
+                                    Size( 2*erosion_size + 1, 2*erosion_size+1 ),
+                                Point( erosion_size, erosion_size ) );
 
        We can choose any of three shapes for our kernel:
 
        .. container:: enumeratevisibleitemswithsquare
 
-	  + Rectangular box: MORPH_RECT
- 	  + Cross:  MORPH_CROSS
-	  + Ellipse: MORPH_ELLIPSE
+      + Rectangular box: MORPH_RECT
+      + Cross:  MORPH_CROSS
+      + Ellipse: MORPH_ELLIPSE
 
        Then, we just have to specify the size of our kernel and the *anchor point*. If not specified, it is assumed to be in the center.
 
@@ -251,8 +251,8 @@ The code is below. As you can see, it is completely similar to the snippet of co
      else if( dilation_elem == 2) { dilation_type = MORPH_ELLIPSE; }
 
      Mat element = getStructuringElement( dilation_type,
-       	       	                          Size( 2*dilation_size + 1, 2*dilation_size+1 ),
-				       	  Point( dilation_size, dilation_size ) );
+                                          Size( 2*dilation_size + 1, 2*dilation_size+1 ),
+                          Point( dilation_size, dilation_size ) );
      /// Apply the dilation operation
      dilate( src, dilation_dst, element );
      imshow( "Dilation Demo", dilation_dst );

doc/tutorials/imgproc/gausian_median_blur_bilateral_filter/gausian_median_blur_bilateral_filter.rst

@@ -159,35 +159,35 @@ Code
       if( display_caption( "Homogeneous Blur" ) != 0 ) { return 0; }
 
       for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
-      	  { blur( src, dst, Size( i, i ), Point(-1,-1) );
+          { blur( src, dst, Size( i, i ), Point(-1,-1) );
             if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }
 
        /// Applying Gaussian blur
        if( display_caption( "Gaussian Blur" ) != 0 ) { return 0; }
 
        for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
-       	   { GaussianBlur( src, dst, Size( i, i ), 0, 0 );
+           { GaussianBlur( src, dst, Size( i, i ), 0, 0 );
              if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }
 
         /// Applying Median blur
-  	if( display_caption( "Median Blur" ) != 0 ) { return 0; }
+    if( display_caption( "Median Blur" ) != 0 ) { return 0; }
 
-  	for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
-      	    { medianBlur ( src, dst, i );
+    for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
+            { medianBlur ( src, dst, i );
               if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }
 
-  	/// Applying Bilateral Filter
-  	if( display_caption( "Bilateral Blur" ) != 0 ) { return 0; }
+    /// Applying Bilateral Filter
+    if( display_caption( "Bilateral Blur" ) != 0 ) { return 0; }
 
-  	for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
-      	    { bilateralFilter ( src, dst, i, i*2, i/2 );
+    for ( int i = 1; i < MAX_KERNEL_LENGTH; i = i + 2 )
+            { bilateralFilter ( src, dst, i, i*2, i/2 );
               if( display_dst( DELAY_BLUR ) != 0 ) { return 0; } }
 
-  	/// Wait until user press a key
-  	display_caption( "End: Press a key!" );
+    /// Wait until user press a key
+    display_caption( "End: Press a key!" );
 
-  	waitKey(0);
-  	return 0;
+    waitKey(0);
+    return 0;
     }
 
     int display_caption( char* caption )

doc/tutorials/imgproc/histograms/back_projection/back_projection.rst

@@ -94,7 +94,7 @@ Code
         * Loads an image
         * Convert the original to HSV format and separate only *Hue* channel to be used for the Histogram (using the OpenCV function :mix_channels:`mixChannels <>`)
         * Let the user to enter the number of bins to be used in the calculation of the histogram.
-	* Calculate the histogram (and update it if the bins change) and the backprojection of the same image.
+    * Calculate the histogram (and update it if the bins change) and the backprojection of the same image.
         * Display the backprojection and the histogram in windows.
 
    * **Downloadable code**:

doc/tutorials/imgproc/imgtrans/remap/remap.rst

@@ -124,34 +124,34 @@ Code
 
      for( int j = 0; j < src.rows; j++ )
      { for( int i = 0; i < src.cols; i++ )
- 	 {
+     {
            switch( ind )
-	   {
-	     case 0:
-	       if( i > src.cols*0.25 && i < src.cols*0.75 && j > src.rows*0.25 && j < src.rows*0.75 )
+       {
+         case 0:
+           if( i > src.cols*0.25 && i < src.cols*0.75 && j > src.rows*0.25 && j < src.rows*0.75 )
                  {
-	           map_x.at<float>(j,i) = 2*( i - src.cols*0.25 ) + 0.5 ;
-	           map_y.at<float>(j,i) = 2*( j - src.rows*0.25 ) + 0.5 ;
-	          }
-	       else
-		 { map_x.at<float>(j,i) = 0 ;
-	           map_y.at<float>(j,i) = 0 ;
+               map_x.at<float>(j,i) = 2*( i - src.cols*0.25 ) + 0.5 ;
+               map_y.at<float>(j,i) = 2*( j - src.rows*0.25 ) + 0.5 ;
+              }
+           else
+         { map_x.at<float>(j,i) = 0 ;
+               map_y.at<float>(j,i) = 0 ;
                  }
                    break;
-	     case 1:
-	           map_x.at<float>(j,i) = i ;
-	           map_y.at<float>(j,i) = src.rows - j ;
-		   break;
+         case 1:
+               map_x.at<float>(j,i) = i ;
+               map_y.at<float>(j,i) = src.rows - j ;
+           break;
              case 2:
-	           map_x.at<float>(j,i) = src.cols - i ;
-	           map_y.at<float>(j,i) = j ;
-		   break;
+               map_x.at<float>(j,i) = src.cols - i ;
+               map_y.at<float>(j,i) = j ;
+           break;
              case 3:
-	           map_x.at<float>(j,i) = src.cols - i ;
-	           map_y.at<float>(j,i) = src.rows - j ;
-		   break;
+               map_x.at<float>(j,i) = src.cols - i ;
+               map_y.at<float>(j,i) = src.rows - j ;
+           break;
            } // end of switch
-	 }
+     }
       }
     ind++;
   }
@@ -241,34 +241,34 @@ Explanation
 
      for( int j = 0; j < src.rows; j++ )
      { for( int i = 0; i < src.cols; i++ )
- 	 {
+     {
            switch( ind )
-	   {
-	     case 0:
-	       if( i > src.cols*0.25 && i < src.cols*0.75 && j > src.rows*0.25 && j < src.rows*0.75 )
+       {
+         case 0:
+           if( i > src.cols*0.25 && i < src.cols*0.75 && j > src.rows*0.25 && j < src.rows*0.75 )
                  {
-	           map_x.at<float>(j,i) = 2*( i - src.cols*0.25 ) + 0.5 ;
-	           map_y.at<float>(j,i) = 2*( j - src.rows*0.25 ) + 0.5 ;
-	          }
-	       else
-		 { map_x.at<float>(j,i) = 0 ;
-	           map_y.at<float>(j,i) = 0 ;
+               map_x.at<float>(j,i) = 2*( i - src.cols*0.25 ) + 0.5 ;
+               map_y.at<float>(j,i) = 2*( j - src.rows*0.25 ) + 0.5 ;
+              }
+           else
+         { map_x.at<float>(j,i) = 0 ;
+               map_y.at<float>(j,i) = 0 ;
                  }
                    break;
-	     case 1:
-	           map_x.at<float>(j,i) = i ;
-	           map_y.at<float>(j,i) = src.rows - j ;
-		   break;
+         case 1:
+               map_x.at<float>(j,i) = i ;
+               map_y.at<float>(j,i) = src.rows - j ;
+           break;
              case 2:
-	           map_x.at<float>(j,i) = src.cols - i ;
-	           map_y.at<float>(j,i) = j ;
-		   break;
+               map_x.at<float>(j,i) = src.cols - i ;
+               map_y.at<float>(j,i) = j ;
+           break;
              case 3:
-	           map_x.at<float>(j,i) = src.cols - i ;
-	           map_y.at<float>(j,i) = src.rows - j ;
-		   break;
+               map_x.at<float>(j,i) = src.cols - i ;
+               map_y.at<float>(j,i) = src.rows - j ;
+           break;
            } // end of switch
-	 }
+     }
        }
       ind++;
      }

doc/tutorials/imgproc/opening_closing_hats/opening_closing_hats.rst

@@ -154,13 +154,13 @@ This tutorial code's is shown lines below. You can also download it from `here <
 
     /// Create Trackbar to select kernel type
     createTrackbar( "Element:\n 0: Rect - 1: Cross - 2: Ellipse", window_name,
-		    &morph_elem, max_elem,
-		    Morphology_Operations );
+            &morph_elem, max_elem,
+            Morphology_Operations );
 
     /// Create Trackbar to choose kernel size
     createTrackbar( "Kernel size:\n 2n +1", window_name,
-		    &morph_size, max_kernel_size,
-		    Morphology_Operations );
+            &morph_size, max_kernel_size,
+            Morphology_Operations );
 
     /// Default start
     Morphology_Operations( 0, 0 );
@@ -211,16 +211,16 @@ Explanation
        .. code-block:: cpp
 
           createTrackbar( "Element:\n 0: Rect - 1: Cross - 2: Ellipse", window_name,
-		          &morph_elem, max_elem,
-		          Morphology_Operations );
+                  &morph_elem, max_elem,
+                  Morphology_Operations );
 
      * The final trackbar **"Kernel Size"** returns the size of the kernel to be used (**morph_size**)
 
        .. code-block:: cpp
 
           createTrackbar( "Kernel size:\n 2n +1", window_name,
-		          &morph_size, max_kernel_size,
-		          Morphology_Operations );
+                  &morph_size, max_kernel_size,
+                  Morphology_Operations );
 
 
    * Every time we move any slider, the user's function **Morphology_Operations** will be called to effectuate a new morphology operation and it will update the output image based on the current trackbar values.

doc/tutorials/imgproc/pyramids/pyramids.rst

@@ -129,7 +129,7 @@ This tutorial code's is shown lines below. You can also download it from `here <
        c = waitKey(10);
 
        if( (char)c == 27 )
-       	 { break; }
+         { break; }
        if( (char)c == 'u' )
          { pyrUp( tmp, dst, Size( tmp.cols*2, tmp.rows*2 ) );
            printf( "** Zoom In: Image x 2 \n" );
@@ -188,7 +188,7 @@ Explanation
           c = waitKey(10);
 
           if( (char)c == 27 )
-       	    { break; }
+            { break; }
           if( (char)c == 'u' )
             { pyrUp( tmp, dst, Size( tmp.cols*2, tmp.rows*2 ) );
               printf( "** Zoom In: Image x 2 \n" );

doc/tutorials/imgproc/threshold/threshold.rst

@@ -174,12 +174,12 @@ The tutorial code's is shown lines below. You can also download it from `here <h
 
      /// Create Trackbar to choose type of Threshold
      createTrackbar( trackbar_type,
-		     window_name, &threshold_type,
-		     max_type, Threshold_Demo );
+             window_name, &threshold_type,
+             max_type, Threshold_Demo );
 
      createTrackbar( trackbar_value,
-		     window_name, &threshold_value,
-		     max_value, Threshold_Demo );
+             window_name, &threshold_value,
+             max_value, Threshold_Demo );
 
      /// Call the function to initialize
      Threshold_Demo( 0, 0 );
@@ -190,7 +190,7 @@ The tutorial code's is shown lines below. You can also download it from `here <h
        int c;
        c = waitKey( 20 );
        if( (char)c == 27 )
-	 { break; }
+     { break; }
       }
 
    }
@@ -245,12 +245,12 @@ Explanation
      .. code-block:: cpp
 
         createTrackbar( trackbar_type,
-		     window_name, &threshold_type,
-		     max_type, Threshold_Demo );
+             window_name, &threshold_type,
+             max_type, Threshold_Demo );
 
         createTrackbar( trackbar_value,
-		     window_name, &threshold_value,
-		     max_value, Threshold_Demo );
+             window_name, &threshold_value,
+             max_value, Threshold_Demo );
 
    * Wait until the user enters the threshold value, the type of thresholding (or until the program exits)
 

doc/tutorials/ios/hello/hello.rst

@@ -43,9 +43,9 @@ Now we will learn how to write a simple Hello World Application in Xcode using O
 
 .. code-block:: cpp
 
-	#ifdef __cplusplus
-	#import <opencv2/opencv.hpp>
-	#endif
+    #ifdef __cplusplus
+    #import <opencv2/opencv.hpp>
+    #endif
 
 .. image:: images/header_directive.png
      :alt: header

doc/tutorials/ios/video_processing/video_processing.rst

@@ -17,32 +17,32 @@ Including OpenCV library in your iOS project
 
 The OpenCV library comes as a so-called framework, which you can directly drag-and-drop into your XCode project. Download the latest binary from <http://sourceforge.net/projects/opencvlibrary/files/opencv-ios/>. Alternatively follow this guide :ref:`iOS-Installation` to compile the framework manually. Once you have the framework, just drag-and-drop into XCode:
 
-	.. image:: images/xcode_hello_ios_framework_drag_and_drop.png
+    .. image:: images/xcode_hello_ios_framework_drag_and_drop.png
 
 
 Also you have to locate the prefix header that is used for all header files in the project. The file is typically located at "ProjectName/Supporting Files/ProjectName-Prefix.pch". There, you have add an include statement to import the opencv library. However, make sure you include opencv before you include UIKit and Foundation, because else you will get some weird compile errors that some macros like min and max are defined multiple times. For example the prefix header could look like the following:
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	//
-	// Prefix header for all source files of the 'VideoFilters' target in the 'VideoFilters' project
-	//
+    //
+    // Prefix header for all source files of the 'VideoFilters' target in the 'VideoFilters' project
+    //
 
-	#import <Availability.h>
+    #import <Availability.h>
 
-	#ifndef __IPHONE_4_0
-	#warning "This project uses features only available in iOS SDK 4.0 and later."
-	#endif
+    #ifndef __IPHONE_4_0
+    #warning "This project uses features only available in iOS SDK 4.0 and later."
+    #endif
 
-	#ifdef __cplusplus
-	#import <opencv2/opencv.hpp>
-	#endif
+    #ifdef __cplusplus
+    #import <opencv2/opencv.hpp>
+    #endif
 
-	#ifdef __OBJC__
-		#import <UIKit/UIKit.h>
-		#import <Foundation/Foundation.h>
-	#endif
+    #ifdef __OBJC__
+        #import <UIKit/UIKit.h>
+        #import <Foundation/Foundation.h>
+    #endif
 
 
 
@@ -53,23 +53,23 @@ User Interface
 
 First, we create a simple iOS project, for example Single View Application. Then, we create and add an UIImageView and UIButton to start the camera and display the video frames. The storyboard could look like that:
 
-	.. image:: images/xcode_hello_ios_viewcontroller_layout.png
+    .. image:: images/xcode_hello_ios_viewcontroller_layout.png
 
 
 Make sure to add and connect the IBOutlets and IBActions to the corresponding ViewController:
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	@interface ViewController : UIViewController
-	{
-		IBOutlet UIImageView* imageView;
-		IBOutlet UIButton* button;
-	}
+    @interface ViewController : UIViewController
+    {
+        IBOutlet UIImageView* imageView;
+        IBOutlet UIButton* button;
+    }
 
-	- (IBAction)actionStart:(id)sender;
+    - (IBAction)actionStart:(id)sender;
 
-	@end
+    @end
 
 
 Adding the Camera
@@ -78,37 +78,37 @@ Adding the Camera
 We add a camera controller to the view controller and initialize it when the view has loaded:
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	#import <opencv2/highgui/cap_ios.h>
-	using namespace cv;
+    #import <opencv2/highgui/cap_ios.h>
+    using namespace cv;
 
 
-	@interface ViewController : UIViewController
-	{
-		...	
-		CvVideoCamera* videoCamera;
-	}
-	...
-	@property (nonatomic, retain) CvVideoCamera* videoCamera;
+    @interface ViewController : UIViewController
+    {
+        ...
+        CvVideoCamera* videoCamera;
+    }
+    ...
+    @property (nonatomic, retain) CvVideoCamera* videoCamera;
 
-	@end
+    @end
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	- (void)viewDidLoad
-	{
-		[super viewDidLoad];
-		// Do any additional setup after loading the view, typically from a nib.
+    - (void)viewDidLoad
+    {
+        [super viewDidLoad];
+        // Do any additional setup after loading the view, typically from a nib.
 
-		self.videoCamera = [[CvVideoCamera alloc] initWithParentView:imageView];
-		self.videoCamera.defaultAVCaptureDevicePosition = AVCaptureDevicePositionFront;
-		self.videoCamera.defaultAVCaptureSessionPreset = AVCaptureSessionPreset352x288;
-		self.videoCamera.defaultAVCaptureVideoOrientation = AVCaptureVideoOrientationPortrait;
-		self.videoCamera.defaultFPS = 30;
-		self.videoCamera.grayscale = NO;
-	}
+        self.videoCamera = [[CvVideoCamera alloc] initWithParentView:imageView];
+        self.videoCamera.defaultAVCaptureDevicePosition = AVCaptureDevicePositionFront;
+        self.videoCamera.defaultAVCaptureSessionPreset = AVCaptureSessionPreset352x288;
+        self.videoCamera.defaultAVCaptureVideoOrientation = AVCaptureVideoOrientationPortrait;
+        self.videoCamera.defaultFPS = 30;
+        self.videoCamera.grayscale = NO;
+    }
 
 In this case, we initialize the camera and provide the imageView as a target for rendering each frame. CvVideoCamera is basically a wrapper around AVFoundation, so we provie as properties some of the AVFoundation camera options. For example we want to use the front camera, set the video size to 352x288 and a video orientation (the video camera normally outputs in landscape mode, which results in transposed data when you design a portrait application).
 
@@ -143,7 +143,7 @@ Additionally, we have to manually add framework dependencies of the opencv frame
 * Foundation
 
 
-	.. image:: images/xcode_hello_ios_frameworks_add_dependencies.png
+    .. image:: images/xcode_hello_ios_frameworks_add_dependencies.png
 
 
 Processing frames
@@ -152,35 +152,35 @@ Processing frames
 We follow the delegation pattern, which is very common in iOS, to provide access to each camera frame. Basically, the View Controller has to implement the CvVideoCameraDelegate protocol and has to be set as delegate to the video camera:
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	@interface ViewController : UIViewController<CvVideoCameraDelegate>
+    @interface ViewController : UIViewController<CvVideoCameraDelegate>
 
 
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	- (void)viewDidLoad
-	{
-		...
-		self.videoCamera = [[CvVideoCamera alloc] initWithParentView:imageView];
-		self.videoCamera.delegate = self;
-		...
-	}
+    - (void)viewDidLoad
+    {
+        ...
+        self.videoCamera = [[CvVideoCamera alloc] initWithParentView:imageView];
+        self.videoCamera.delegate = self;
+        ...
+    }
 
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	#pragma mark - Protocol CvVideoCameraDelegate
+    #pragma mark - Protocol CvVideoCameraDelegate
 
-	#ifdef __cplusplus
-	- (void)processImage:(Mat&)image;
-	{
-		// Do some OpenCV stuff with the image
-	}
-	#endif
+    #ifdef __cplusplus
+    - (void)processImage:(Mat&)image;
+    {
+        // Do some OpenCV stuff with the image
+    }
+    #endif
 
 Note that we are using C++ here (cv::Mat).
 Important: You have to rename the view controller's extension .m into .mm, so that the compiler compiles it under the assumption of Objective-C++ (Objective-C and C++ mixed). Then, __cplusplus is defined when the compiler is processing the file for C++ code. Therefore, we put our code within a block where __cplusplus is defined.
@@ -193,18 +193,18 @@ From here you can start processing video frames. For example the following snipp
 
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	- (void)processImage:(Mat&)image;
-	{
-		// Do some OpenCV stuff with the image
-		Mat image_copy;
-		cvtColor(image, image_copy, CV_BGRA2BGR);
+    - (void)processImage:(Mat&)image;
+    {
+        // Do some OpenCV stuff with the image
+        Mat image_copy;
+        cvtColor(image, image_copy, CV_BGRA2BGR);
 
-		// invert image
-		bitwise_not(image_copy, image_copy);
-		cvtColor(image_copy, image, CV_BGR2BGRA);
-	}
+        // invert image
+        bitwise_not(image_copy, image_copy);
+        cvtColor(image_copy, image, CV_BGR2BGRA);
+    }
 
 
 Start!
@@ -213,14 +213,14 @@ Start!
 Finally, we have to tell the camera to actually start/stop working. The following code will start the camera when you press the button, assuming you connected the UI properly:
 
 .. code-block:: objc
-	:linenos:
+    :linenos:
 
-	#pragma mark - UI Actions
+    #pragma mark - UI Actions
 
-	- (IBAction)actionStart:(id)sender;
-	{
-		[self.videoCamera start];
-	}
+    - (IBAction)actionStart:(id)sender;
+    {
+        [self.videoCamera start];
+    }