diff --git a/doc/tutorials/introduction/linux_eclipse/linux_eclipse.rst b/doc/tutorials/introduction/linux_eclipse/linux_eclipse.rst
index 7fd07eaba6880b8cde382b154dae40509d9fac14..cf9e68f4acfedd2ef6d8bed4113a44af22336b47 100644
--- a/doc/tutorials/introduction/linux_eclipse/linux_eclipse.rst
+++ b/doc/tutorials/introduction/linux_eclipse/linux_eclipse.rst
@@ -1,278 +1,237 @@
-.. _Linux_Eclipse_Usage:
-
-Using OpenCV with Eclipse (plugin CDT)
-****************************************
-
-.. note::
-   For me at least, this works, is simple and quick. Suggestions are welcome
-
-Prerequisites
-===============
-
-1. Having installed `Eclipse <http://www.eclipse.org/>`_ in your workstation (only the CDT plugin for C/C++ is needed). You can follow the following steps:
-
-   * Go to the Eclipse site  
-
-   * Download `Eclipse IDE for C/C++ Developers <http://www.eclipse.org/downloads/packages/eclipse-ide-cc-developers/heliossr2>`_ . Choose the link according to your workstation.
-
-#. Having installed OpenCV. If not yet, go :ref:`here <Linux-Installation>`.
-
-Making a project
-=================
-
-1. Start Eclipse. Just run the executable that comes in the folder. 
-
-#. Go to **File -> New -> C/C++ Project**
-
-   .. image:: images/a0.png
-      :height: 400px 
-      :alt: Eclipse Tutorial Screenshot 0
-      :align: center
-
-#. Choose a name for your project (i.e. DisplayImage). An **Empty Project** should be okay for this example. 
-
-   .. image:: images/a1.png
-      :height: 400px 
-      :alt: Eclipse Tutorial Screenshot 1
-      :align: center
-
-#. Leave everything else by default. Press **Finish**. 
-
-   .. image:: images/a2.png
-      :height: 400px 
-      :alt: Eclipse Tutorial Screenshot 2
-      :align: center
-
-#. Your project (in this case DisplayImage) should appear in the **Project Navigator** (usually at the left side of your window).
-
-   .. image:: images/a3.png
-      :height: 400px 
-      :alt: Eclipse Tutorial Screenshot 3
-      :align: center
-
-
-#. Now, let's add a source file using OpenCV:
-
-   * Right click on **DisplayImage** (in the Navigator). **New -> Folder** . 
-
-     .. image:: images/a4.png
-        :height: 400px 
-        :alt: Eclipse Tutorial Screenshot 4
-        :align: center
-
-   * Name your folder **src** and then hit **Finish**
-
-     .. image:: images/a5.png
-        :height: 400px 
-        :alt: Eclipse Tutorial Screenshot 5
-        :align: center
-
-   * Right click on your newly created **src** folder. Choose **New source file**:
-
-     .. image:: images/a6.png
-        :height: 400px 
-        :alt: Eclipse Tutorial Screenshot 6
-        :align: center
-
-   * Call it **DisplayImage.cpp**. Hit **Finish**
-
-     .. image:: images/a7.png
-        :height: 400px 
-        :alt: Eclipse Tutorial Screenshot 7
-        :align: center
-
-#. So, now you have a project with a empty .cpp file. Let's fill it with some sample code (in other words, copy and paste the snippet below):
-
-   .. code-block:: cpp
-
-      #include <cv.h>
-      #include <highgui.h>
-
-      using namespace cv;
-
-      int main( int argc, char** argv )
-      {
-        Mat image;
-        image = imread( argv[1], 1 );
-
-        if( argc != 2 || !image.data )
-          { 
-            printf( "No image data \n" );
-            return -1; 
-          }
-
-        namedWindow( "Display Image", CV_WINDOW_AUTOSIZE );
-        imshow( "Display Image", image );
-
-        waitKey(0);
-
-        return 0;
-      }
-
-#. We are only missing one final step: To tell OpenCV where the OpenCV headers and libraries are. For this, do the following:
-
-    *
-      Go to  **Project-->Properties**
-
-     .. image:: images/a8.png
-        :height: 400px 
-        :alt: Eclipse Tutorial Screenshot 8
-        :align: center
-
-    *
-      In **C/C++ Build**, click on **Settings**. At the right, choose the **Tool Settings** Tab. Here we will enter the headers and libraries info:
-
-      a.
-        In **GCC C++ Compiler**, go to **Includes**. In **Include paths(-l)** you should include the path of the folder where opencv was installed. In our example, this is ``/usr/local/include/opencv``.
-
-         .. image:: images/a9.png
-            :height: 400px 
-            :alt: Eclipse Tutorial Screenshot 9
-            :align: center
-
-         .. note::
-            If you do not know where your opencv files are, open the **Terminal** and type: 
-
-            .. code-block:: bash
-
-               pkg-config --cflags opencv
-
-            For instance, that command gave me this output:
-
-            .. code-block:: bash
-
-               -I/usr/local/include/opencv -I/usr/local/include 
-
-
-      b.
-        Now go to **GCC C++ Linker**,there you have to fill two spaces:
-
-          First in **Library search path (-L)** you have to write the path to where the opencv libraries reside, in my case the path is:
-          
-          ::
-          
-            /usr/local/lib
-          
-          Then in **Libraries(-l)** add the OpenCV libraries that you may need. Usually just the 3 first on the list below are enough (for simple applications) . In my case, I am putting all of them since I plan to use the whole bunch:
-
-          * In **Libraries(-l)** add the OpenCV libraries that you may need. Usually just the 3 first on the list below are enough (for simple applications) . In my case, I am putting all of them since I plan to use the whole bunch:
-
-          opencv_core      
-          opencv_imgproc     
-          opencv_highgui
-          opencv_ml       
-          opencv_video      
-          opencv_features2d
-          opencv_calib3d   
-          opencv_objdetect   
-          opencv_contrib
-          opencv_legacy    
-          opencv_flann
-
-
-            * opencv_core      
-            * opencv_imgproc     
-            * opencv_highgui
-            * opencv_ml       
-            * opencv_video      
-            * opencv_features2d
-            * opencv_calib3d   
-            * opencv_objdetect   
-            * opencv_contrib
-            * opencv_legacy    
-            * opencv_flann
-          
-          .. image:: images/Eclipse_Tutorial_Screenshot-10.png
-             :height: 400px 
-             :alt: Eclipse Tutorial Screenshot 10
-             :align: center 
-          .. image:: images/a10.png
-             :height: 400px 
-             :alt: Eclipse Tutorial Screenshot 10
-             :align: center 
-
-          .. note::
-          If you don't know where your libraries are (or you are just psychotic and want to make sure the path is fine), type in **Terminal**:
-
-             If you don't know where your libraries are (or you are just psychotic and want to make sure the path is fine), type in **Terminal**:
-          .. code-block:: bash
-
-             .. code-block:: bash
-            
-                pkg-config --libs opencv
-             pkg-config --libs opencv
-
-             My output (in case you want to check) was:
-          My output (in case you want to check) was:
-
-             .. code-block:: bash
-          .. code-block:: bash
-
-                -L/usr/local/lib -lopencv_core -lopencv_imgproc -lopencv_highgui -lopencv_ml -lopencv_video -lopencv_features2d -lopencv_calib3d -lopencv_objdetect -lopencv_contrib -lopencv_legacy -lopencv_flann  
-             -L/usr/local/lib -lopencv_core -lopencv_imgproc -lopencv_highgui -lopencv_ml -lopencv_video -lopencv_features2d -lopencv_calib3d -lopencv_objdetect -lopencv_contrib -lopencv_legacy -lopencv_flann  
-
-          Now you are done. Click **OK**
-
-
-    * Your project should be ready to be built. For this, go to **Project->Build all**   
- 
-      .. image:: images/Eclipse_Tutorial_Screenshot-11.png
-
-      .. image:: images/a11.png
-         :height: 400px 
-         :alt: Eclipse Tutorial Screenshot 11
-         :align: center 
-
-      In the Console you should get something like 
-
-      .. image:: images/Eclipse_Tutorial_Screenshot-12.png
-      .. image:: images/a12.png
-         :height: 200px 
-         :alt: Eclipse Tutorial Screenshot 12
-         :align: center 
-
-      If you check in your folder, there should be an executable there.
-
-Running the executable
-========================
-
-So, now we have an executable ready to run. If we were to use the Terminal, we would probably do something like:
-
-.. code-block:: bash
-
-   cd <DisplayImage_directory>
-   cd src
-   ./DisplayImage ../images/HappyLittleFish.jpg
-  
-
-Assuming that the image to use as the argument would be located in <DisplayImage_directory>/images/HappyLittleFish.jpg. We can still do this, but let's do it from Eclipse:
-
-
-#. Go to **Run->Run Configurations** 
-
-   .. image:: images/Eclipse_Tutorial_Screenshot-13.png
-   .. image:: images/a13.png
-      :height: 300px 
-      :alt: Eclipse Tutorial Screenshot 13
-      :align: center 
-
-#. Under C/C++ Application you will see the name of your executable + Debug (if not, click over C/C++ Application a couple of times). Select the name (in this case **DisplayImage Debug**). 
-
-#. Now, in the right side of the window, choose the **Arguments** Tab. Write the path of the image file we want to open (path relative to the workspace/DisplayImage folder). Let's use **HappyLittleFish.jpg**:
-
-   .. image:: images/Eclipse_Tutorial_Screenshot-14.png
-   .. image:: images/a14.png
-      :height: 300px 
-      :alt: Eclipse Tutorial Screenshot 14
-      :align: center 
-
-#. Click on the **Apply** button and then in Run. An OpenCV window should pop up with the fish image (or whatever you used).
-
-   .. image:: images/Eclipse_Tutorial_Screenshot-15.png
-   .. image:: images/a15.png
-      :alt: Eclipse Tutorial Screenshot 15
-      :align: center 
-
-
-#. Congratulations! You are ready to have fun with OpenCV using Eclipse.
-#. Congratulations! You are ready to have fun with OpenCV using Eclipse.
+.. _Linux_Eclipse_Usage:
+
+Using OpenCV with Eclipse (plugin CDT)
+****************************************
+
+.. note::
+   For me at least, this works, is simple and quick. Suggestions are welcome
+
+Prerequisites
+===============
+
+1. Having installed `Eclipse <http://www.eclipse.org/>`_ in your workstation (only the CDT plugin for C/C++ is needed). You can follow the following steps:
+
+   * Go to the Eclipse site  
+
+   * Download `Eclipse IDE for C/C++ Developers <http://www.eclipse.org/downloads/packages/eclipse-ide-cc-developers/heliossr2>`_ . Choose the link according to your workstation.
+
+#. Having installed OpenCV. If not yet, go :ref:`here <Linux-Installation>`.
+
+Making a project
+=================
+
+1. Start Eclipse. Just run the executable that comes in the folder. 
+
+#. Go to **File -> New -> C/C++ Project**
+
+   .. image:: images/a0.png
+      :height: 400px 
+      :alt: Eclipse Tutorial Screenshot 0
+      :align: center
+
+#. Choose a name for your project (i.e. DisplayImage). An **Empty Project** should be okay for this example. 
+
+   .. image:: images/a1.png
+      :height: 400px 
+      :alt: Eclipse Tutorial Screenshot 1
+      :align: center
+
+#. Leave everything else by default. Press **Finish**. 
+
+   .. image:: images/a2.png
+      :height: 400px 
+      :alt: Eclipse Tutorial Screenshot 2
+      :align: center
+
+#. Your project (in this case DisplayImage) should appear in the **Project Navigator** (usually at the left side of your window).
+
+   .. image:: images/a3.png
+      :height: 400px 
+      :alt: Eclipse Tutorial Screenshot 3
+      :align: center
+
+
+#. Now, let's add a source file using OpenCV:
+
+   * Right click on **DisplayImage** (in the Navigator). **New -> Folder** . 
+
+     .. image:: images/a4.png
+        :height: 400px 
+        :alt: Eclipse Tutorial Screenshot 4
+        :align: center
+
+   * Name your folder **src** and then hit **Finish**
+
+     .. image:: images/a5.png
+        :height: 400px 
+        :alt: Eclipse Tutorial Screenshot 5
+        :align: center
+
+   * Right click on your newly created **src** folder. Choose **New source file**:
+
+     .. image:: images/a6.png
+        :height: 400px 
+        :alt: Eclipse Tutorial Screenshot 6
+        :align: center
+
+   * Call it **DisplayImage.cpp**. Hit **Finish**
+
+     .. image:: images/a7.png
+        :height: 400px 
+        :alt: Eclipse Tutorial Screenshot 7
+        :align: center
+
+#. So, now you have a project with a empty .cpp file. Let's fill it with some sample code (in other words, copy and paste the snippet below):
+
+   .. code-block:: cpp
+
+      #include <cv.h>
+      #include <highgui.h>
+
+      using namespace cv;
+
+      int main( int argc, char** argv )
+      {
+        Mat image;
+        image = imread( argv[1], 1 );
+
+        if( argc != 2 || !image.data )
+          { 
+            printf( "No image data \n" );
+            return -1; 
+          }
+
+        namedWindow( "Display Image", CV_WINDOW_AUTOSIZE );
+        imshow( "Display Image", image );
+
+        waitKey(0);
+
+        return 0;
+      }
+
+#. We are only missing one final step: To tell OpenCV where the OpenCV headers and libraries are. For this, do the following:
+
+    * Go to  **Project-->Properties**
+
+     .. image:: images/a8.png
+        :height: 400px 
+        :alt: Eclipse Tutorial Screenshot 8
+        :align: center
+
+    * In **C/C++ Build**, click on **Settings**. At the right, choose the **Tool Settings** Tab. Here we will enter the headers and libraries info:
+
+      a. In **GCC C++ Compiler**, go to **Includes**. In **Include paths(-l)** you should include the path of the folder where opencv was installed. In our example, this is ``/usr/local/include/opencv``.
+
+         .. image:: images/a9.png
+            :height: 400px 
+            :alt: Eclipse Tutorial Screenshot 9
+            :align: center
+
+         .. note::
+            If you do not know where your opencv files are, open the **Terminal** and type: 
+
+            .. code-block:: bash
+
+               pkg-config --cflags opencv
+
+            For instance, that command gave me this output:
+
+            .. code-block:: bash
+
+               -I/usr/local/include/opencv -I/usr/local/include 
+
+
+      b. Now go to **GCC C++ Linker**,there you have to fill two spaces:
+
+         First in **Library search path (-L)** you have to write the path to where the opencv libraries reside, in my case the path is:
+         ::
+          
+            /usr/local/lib
+          
+         Then in **Libraries(-l)** add the OpenCV libraries that you may need. Usually just the 3 first on the list below are enough (for simple applications) . In my case, I am putting all of them since I plan to use the whole bunch:
+
+
+         opencv_core      
+         opencv_imgproc     
+         opencv_highgui
+         opencv_ml       
+         opencv_video      
+         opencv_features2d
+         opencv_calib3d   
+         opencv_objdetect   
+         opencv_contrib
+         opencv_legacy    
+         opencv_flann
+
+         .. image:: images/a10.png
+             :height: 400px 
+             :alt: Eclipse Tutorial Screenshot 10
+             :align: center 
+             
+         If you don't know where your libraries are (or you are just psychotic and want to make sure the path is fine), type in **Terminal**:
+
+         .. code-block:: bash
+         
+            pkg-config --libs opencv
+
+
+         My output (in case you want to check) was:
+         .. code-block:: bash
+            -L/usr/local/lib -lopencv_core -lopencv_imgproc -lopencv_highgui -lopencv_ml -lopencv_video -lopencv_features2d -lopencv_calib3d -lopencv_objdetect -lopencv_contrib -lopencv_legacy -lopencv_flann  
+
+         Now you are done. Click **OK**
+
+    * Your project should be ready to be built. For this, go to **Project->Build all**   
+
+      .. image:: images/a11.png
+         :height: 400px 
+         :alt: Eclipse Tutorial Screenshot 11
+         :align: center 
+
+      In the Console you should get something like 
+
+      .. image:: images/a12.png
+         :height: 200px 
+         :alt: Eclipse Tutorial Screenshot 12
+         :align: center 
+
+      If you check in your folder, there should be an executable there.
+
+Running the executable
+========================
+
+So, now we have an executable ready to run. If we were to use the Terminal, we would probably do something like:
+
+.. code-block:: bash
+
+   cd <DisplayImage_directory>
+   cd src
+   ./DisplayImage ../images/HappyLittleFish.jpg
+
+Assuming that the image to use as the argument would be located in <DisplayImage_directory>/images/HappyLittleFish.jpg. We can still do this, but let's do it from Eclipse:
+
+
+#. Go to **Run->Run Configurations** 
+
+   .. image:: images/a13.png
+      :height: 300px 
+      :alt: Eclipse Tutorial Screenshot 13
+      :align: center 
+
+#. Under C/C++ Application you will see the name of your executable + Debug (if not, click over C/C++ Application a couple of times). Select the name (in this case **DisplayImage Debug**). 
+
+#. Now, in the right side of the window, choose the **Arguments** Tab. Write the path of the image file we want to open (path relative to the workspace/DisplayImage folder). Let's use **HappyLittleFish.jpg**:
+
+   .. image:: images/a14.png
+      :height: 300px 
+      :alt: Eclipse Tutorial Screenshot 14
+      :align: center 
+
+#. Click on the **Apply** button and then in Run. An OpenCV window should pop up with the fish image (or whatever you used).
+
+   .. image:: images/a15.png
+      :alt: Eclipse Tutorial Screenshot 15
+      :align: center 
+
+
+#. Congratulations! You are ready to have fun with OpenCV using Eclipse.
\ No newline at end of file