diff --git a/Emgu.CV.Contrib/Emgu.CV.Contrib.projitems b/Emgu.CV.Contrib/Emgu.CV.Contrib.projitems
index 91cdefb54..8995adbec 100644
--- a/Emgu.CV.Contrib/Emgu.CV.Contrib.projitems
+++ b/Emgu.CV.Contrib/Emgu.CV.Contrib.projitems
@@ -20,5 +20,6 @@
     <Compile Include="$(MSBuildThisFileDirectory)Plot\*.cs" />
     <Compile Include="$(MSBuildThisFileDirectory)Aruco\*.cs" />
     <Compile Include="$(MSBuildThisFileDirectory)Fuzzy\*.cs" />
+    <Compile Include="$(MSBuildThisFileDirectory)LineDescriptor\*.cs" />
   </ItemGroup>
 </Project>
diff --git a/Emgu.CV.Contrib/LineDescriptor/MKeyLine.cs b/Emgu.CV.Contrib/LineDescriptor/MKeyLine.cs
new file mode 100644
index 000000000..55b794cc6
--- /dev/null
+++ b/Emgu.CV.Contrib/LineDescriptor/MKeyLine.cs
@@ -0,0 +1,79 @@
+//----------------------------------------------------------------------------
+//  Copyright (C) 2004-2016 by EMGU Corporation. All rights reserved.       
+//----------------------------------------------------------------------------
+
+using System;
+using System.Collections.Generic;
+using System.Text;
+using System.Runtime.InteropServices;
+using Emgu.CV.Structure;
+using Emgu.CV.Text;
+using Emgu.CV.Util;
+using Emgu.Util;
+using System.Diagnostics;
+using System.Drawing;
+
+namespace Emgu.CV.LineDescriptor
+{
+   public struct MKeyLine
+   {
+      /// <summary>
+      /// Orientation of the line
+      /// </summary>
+      public float Angle;
+
+      /// <summary>
+      /// Object ID, that can be used to cluster keylines by the line they represent
+      /// </summary>
+      public int ClassId;
+
+      /// <summary>
+      /// Octave (pyramid layer), from which the keyline has been extracted 
+      /// </summary>
+      public int Octave;
+
+      /// <summary>
+      /// Coordinates of the middlepoint
+      /// </summary>
+      public PointF Pt;
+
+      /// <summary>
+      /// The response, by which the strongest keylines have been selected.
+      /// It's represented by the ratio between line's length and maximum between
+      /// image's width and height 
+      /// </summary>
+      public float Response;
+
+      /// <summary>
+      /// Minimum area containing line
+      /// </summary>
+      public float Size;
+
+      /// <summary>
+      /// Lines's extremes in original image 
+      /// </summary>
+      public float StartPointX;
+      public float StartPointY;
+      public float EndPointX;
+      public float EndPointY;
+
+      /// <summary>
+      /// Line's extremes in image it was extracted from
+      /// </summary>
+      public float SPointInOctaveX;
+      public float SPointInOctaveY;
+      public float EPointInOctaveX;
+      public float EPointInOctaveY;
+
+      /// <summary>
+      /// The length of line
+      /// </summary>
+      public float LineLength;
+
+      /// <summary>
+      /// Number of pixels covered by the line
+      /// </summary>
+      public int NumOfPixels;
+
+   }
+}
\ No newline at end of file
diff --git a/Emgu.CV.Extern/CMakeLists.txt b/Emgu.CV.Extern/CMakeLists.txt
index e9d0364f8..8f2d12258 100644
--- a/Emgu.CV.Extern/CMakeLists.txt
+++ b/Emgu.CV.Extern/CMakeLists.txt
@@ -71,6 +71,10 @@ IF(HAVE_opencv_text)
   CREATE_VECTOR_CS("ERStat" "cv::text::ERStat" "MCvERStat" "struct" ${CMAKE_CURRENT_SOURCE_DIR}/../Emgu.CV.Contrib/Text Emgu.CV.Text "#include \"opencv2/text/erfilter.hpp\"")
 ENDIF()
 
+IF(HAVE_opencv_line_descriptor)
+  CREATE_VECTOR_CS("KeyLine" "cv::line_descriptor::KeyLine" "MKeyLine" "struct" ${CMAKE_CURRENT_SOURCE_DIR}/../Emgu.CV.Contrib/LineDescriptor Emgu.CV.LineDescriptor "#include \"opencv2/line_descriptor.hpp\"")
+ENDIF()
+
 IF(HAVE_opencv_highgui)
   CREATE_VECTOR_CS("ColorPoint" "ColorPoint" "ColorPoint" "struct" ${CMAKE_CURRENT_SOURCE_DIR}/../Emgu.CV/Util Emgu.CV.Util "#include \"highgui_c_extra.h\"")
 ENDIF()
diff --git a/Emgu.CV.Extern/line_descriptor/line_descriptor_c.cpp b/Emgu.CV.Extern/line_descriptor/line_descriptor_c.cpp
index b355cc643..f2f35d562 100644
--- a/Emgu.CV.Extern/line_descriptor/line_descriptor_c.cpp
+++ b/Emgu.CV.Extern/line_descriptor/line_descriptor_c.cpp
@@ -12,6 +12,10 @@ cv::line_descriptor::BinaryDescriptor* cveLineDescriptorBinaryDescriptorCreate()
    ptr.addref();
    return ptr.get();
 }
+void cveBinaryDescriptorDetect(cv::line_descriptor::BinaryDescriptor* descriptor, cv::Mat* image, std::vector<cv::line_descriptor::KeyLine>* keypoints, cv::Mat* mask)
+{
+   descriptor->detect(*image, *keypoints, mask ? *mask : cv::Mat());
+}
 void cveLineDescriptorBinaryDescriptoyRelease(cv::line_descriptor::BinaryDescriptor** descriptor)
 {
    delete * descriptor;
diff --git a/Emgu.CV.Extern/line_descriptor/line_descriptor_c.h b/Emgu.CV.Extern/line_descriptor/line_descriptor_c.h
index 03e935786..5c884167e 100644
--- a/Emgu.CV.Extern/line_descriptor/line_descriptor_c.h
+++ b/Emgu.CV.Extern/line_descriptor/line_descriptor_c.h
@@ -12,5 +12,6 @@
 #include "opencv2/line_descriptor.hpp"
 
 CVAPI(cv::line_descriptor::BinaryDescriptor*) cveLineDescriptorBinaryDescriptorCreate();
+CVAPI(void) cveBinaryDescriptorDetect(cv::line_descriptor::BinaryDescriptor* descriptor, cv::Mat* image, std::vector<cv::line_descriptor::KeyLine>* keypoints, cv::Mat* mask);
 CVAPI(void) cveLineDescriptorBinaryDescriptoyRelease(cv::line_descriptor::BinaryDescriptor** descriptor);
 #endif
\ No newline at end of file