diff --git a/modules/features2d/include/opencv2/features2d.hpp b/modules/features2d/include/opencv2/features2d.hpp
index 301b216d98..4b21ddb09a 100644
--- a/modules/features2d/include/opencv2/features2d.hpp
+++ b/modules/features2d/include/opencv2/features2d.hpp
@@ -206,6 +206,8 @@ public:
                                      OutputArray descriptors,
                                      bool useProvidedKeypoints=false ) const = 0;
 
+    CV_WRAP void compute( const Mat& image, CV_OUT CV_IN_OUT std::vector<KeyPoint>& keypoints, CV_OUT Mat& descriptors ) const;
+
     // Create feature detector and descriptor extractor by name.
     CV_WRAP static Ptr<Feature2D> create( const String& name );
 };
diff --git a/modules/features2d/src/descriptors.cpp b/modules/features2d/src/descriptors.cpp
index f8aba8958b..4f434032ec 100644
--- a/modules/features2d/src/descriptors.cpp
+++ b/modules/features2d/src/descriptors.cpp
@@ -105,6 +105,12 @@ Ptr<DescriptorExtractor> DescriptorExtractor::create(const String& descriptorExt
     return Algorithm::create<DescriptorExtractor>("Feature2D." + descriptorExtractorType);
 }
 
+
+CV_WRAP void Feature2D::compute( const Mat& image, CV_OUT CV_IN_OUT std::vector<KeyPoint>& keypoints, CV_OUT Mat& descriptors ) const
+{
+   DescriptorExtractor::compute(image, keypoints, descriptors);
+}
+
 /////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
 /****************************************************************************************\