From 07754b6309b08df8a18c062e1c9b6f34854075a5 Mon Sep 17 00:00:00 2001 From: Ana Huaman Date: Fri, 12 Aug 2011 17:01:10 +0000 Subject: [PATCH] Added Features2D descriptor tutorial + drawMatches in rst --- doc/conf.py | 10 +- .../feature_description.rst | 103 ++++++++++++++++++ .../Feature_Description_BruteForce_Result.jpg | Bin 0 -> 119734 bytes .../feature_detection/feature_detection.rst | 97 +++++++++++++++++ .../Feature_Description_Tutorial_Cover.jpg | Bin 0 -> 74914 bytes .../Feature_Detection_Tutorial_Cover.jpg | Bin 0 -> 35105 bytes .../table_of_content_features2d.rst | 84 +++++++++++++- 7 files changed, 290 insertions(+), 4 deletions(-) create mode 100644 doc/tutorials/features2d/feature_description/feature_description.rst create mode 100644 doc/tutorials/features2d/feature_description/images/Feature_Description_BruteForce_Result.jpg create mode 100644 doc/tutorials/features2d/feature_detection/feature_detection.rst create mode 100644 doc/tutorials/features2d/table_of_content_features2d/images/Feature_Description_Tutorial_Cover.jpg create mode 100644 doc/tutorials/features2d/table_of_content_features2d/images/Feature_Detection_Tutorial_Cover.jpg diff --git a/doc/conf.py b/doc/conf.py index a195d4727c..27770953cf 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -358,7 +358,15 @@ extlinks = {'cvt_color': ('http://opencv.willowgarage.com/documentation/cpp/imgp 'xmlymlpers':('http://opencv.itseez.com/modules/core/doc/xml_yaml_persistence.html#%s', None), 'huivideo' : ('http://opencv.itseez.com/modules/highgui/doc/reading_and_writing_images_and_video.html#%s', None), 'filtering':('http://opencv.itseez.com/modules/imgproc/doc/filtering.html#%s', None), - 'point_polygon_test' : ('http://opencv.willowgarage.com/documentation/cpp/imgproc_structural_analysis_and_shape_descriptors.html#cv-pointpolygontest%s', None) + 'point_polygon_test' : ('http://opencv.willowgarage.com/documentation/cpp/imgproc_structural_analysis_and_shape_descriptors.html#cv-pointpolygontest%s', None), + 'feature_detector' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_feature_detectors.html#featuredetector%s', None), + 'feature_detector_detect' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_feature_detectors.html#cv-featuredetector-detect%s', None ), + 'surf_feature_detector' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_feature_detectors.html#surffeaturedetector%s', None ), + 'draw_keypoints' : ('http://opencv.willowgarage.com/documentation/cpp/features2d_drawing_function_of_keypoints_and_matches.html#cv-drawkeypoints%s', None ), + 'descriptor_extractor': ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_extractors.html#descriptorextractor%s', None ), + 'descriptor_extractor_compute' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_extractors.html#cv-descriptorextractor-compute%s', None ), + 'surf_descriptor_extractor' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_common_interfaces_of_descriptor_extractors.html#surfdescriptorextractor%s', None ), + 'draw_matches' : ( 'http://opencv.willowgarage.com/documentation/cpp/features2d_drawing_function_of_keypoints_and_matches.html#cv-drawmatches%s', None ) } diff --git a/doc/tutorials/features2d/feature_description/feature_description.rst b/doc/tutorials/features2d/feature_description/feature_description.rst new file mode 100644 index 0000000000..a1a25fc9e3 --- /dev/null +++ b/doc/tutorials/features2d/feature_description/feature_description.rst @@ -0,0 +1,103 @@ +.. _feature_description: + +Feature Description +******************* + +Goal +===== + +In this tutorial you will learn how to: + +.. container:: enumeratevisibleitemswithsquare + + * Use the :descriptor_extractor:`DescriptorExtractor<>` interface in order to find the feature vector correspondent to the keypoints. Specifically: + + * Use :surf_descriptor_extractor:`SurfDescriptorExtractor<>` and its function :descriptor_extractor:`compute<>` to perform the required calculations. + * Use the function :draw_matches:`drawMatches<>` to draw the detected matches. + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ + +.. code-block:: cpp + + #include + #include + #include "opencv2/core/core.hpp" + #include "opencv2/features2d/features2d.hpp" + #include "opencv2/highgui/highgui.hpp" + + using namespace cv; + + void readme(); + + /** @function main */ + int main( int argc, char** argv ) + { + if( argc != 3 ) + { return -1; } + + Mat img_1 = imread( argv[1], CV_LOAD_IMAGE_GRAYSCALE ); + Mat img_2 = imread( argv[2], CV_LOAD_IMAGE_GRAYSCALE ); + + if( !img_1.data || !img_2.data ) + { return -1; } + + //-- Step 1: Detect the keypoints using SURF Detector + int minHessian = 400; + + SurfFeatureDetector detector( minHessian ); + + std::vector keypoints_1, keypoints_2; + + detector.detect( img_1, keypoints_1 ); + detector.detect( img_2, keypoints_2 ); + + //-- Step 2: Calculate descriptors (feature vectors) + SurfDescriptorExtractor extractor; + + Mat descriptors_1, descriptors_2; + + extractor.compute( img_1, keypoints_1, descriptors_1 ); + extractor.compute( img_2, keypoints_2, descriptors_2 ); + + //-- Step 3: Matching descriptor vectors with a brute force matcher + BruteForceMatcher< L2 > matcher; + std::vector< DMatch > matches; + matcher.match( descriptors_1, descriptors_2, matches ); + + //-- Draw matches + Mat img_matches; + drawMatches( img_1, keypoints_1, img_2, keypoints_2, matches, img_matches ); + + //-- Show detected matches + imshow("Matches", img_matches ); + + waitKey(0); + + return 0; + } + + /** @function readme */ + void readme() + { std::cout << " Usage: ./SURF_descriptor " << std::endl; } + +Explanation +============ + +Result +====== + +#. 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Specifically: + + * Use the :surf_feature_detector:`SurfFeatureDetector<>` and its function :feature_detector_detect:`detect<>` to perform the detection process + * Use the function :draw_keypoints:`drawKeypoints<>` to draw the detected keypoints + + +Theory +====== + +Code +==== + +This tutorial code's is shown lines below. You can also download it from `here `_ + +.. code-block:: cpp + + #include + #include + #include "opencv2/core/core.hpp" + #include "opencv2/features2d/features2d.hpp" + #include "opencv2/highgui/highgui.hpp" + + using namespace cv; + + void readme(); + + /** @function main */ + int main( int argc, char** argv ) + { + if( argc != 3 ) + { readme(); return -1; } + + Mat img_1 = imread( argv[1], CV_LOAD_IMAGE_GRAYSCALE ); + Mat img_2 = imread( argv[2], CV_LOAD_IMAGE_GRAYSCALE ); + + if( !img_1.data || !img_2.data ) + { std::cout<< " --(!) Error reading images " << std::endl; return -1; } + + //-- Step 1: Detect the keypoints using SURF Detector + int minHessian = 400; + + SurfFeatureDetector detector( minHessian ); + + std::vector keypoints_1, keypoints_2; + + detector.detect( img_1, keypoints_1 ); + detector.detect( img_2, keypoints_2 ); + + //-- Draw keypoints + Mat img_keypoints_1; Mat img_keypoints_2; + + drawKeypoints( img_1, keypoints_1, img_keypoints_1, Scalar::all(-1), DrawMatchesFlags::DEFAULT ); + drawKeypoints( img_2, keypoints_2, img_keypoints_2, Scalar::all(-1), DrawMatchesFlags::DEFAULT ); + + //-- Show detected (drawn) keypoints + imshow("Keypoints 1", img_keypoints_1 ); + imshow("Keypoints 2", img_keypoints_2 ); + + waitKey(0); + + return 0; + } + + /** @function readme */ + void readme() + { std::cout << " Usage: ./SURF_detector " << std::endl; } + +Explanation +============ + +Result +====== + +#. Here is the result of the feature detection applied to the first image: + + .. image:: images/Feature_Detection_Result_a.jpg + :align: center + :height: 125pt + +#. 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*Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* to detect interest points. + + ===================== ============================================== + + .. |FeatureDetect| image:: images/Feature_Detection_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureDescript| **Title:** :ref:`feature_description` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* to calculate feature vectors. + + ===================== ============================================== + + .. |FeatureDescript| image:: images/Feature_Description_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureFlann| **Title:** :ref:`feature_flann_matcher` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* to detect interest points. + + ===================== ============================================== + + .. |FeatureFlann| image:: images/Feature_Detection_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + ++ + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + ===================== ============================================== + |FeatureHomo| **Title:** :ref:`feature_homography` + + *Compatibility:* > OpenCV 2.0 + + *Author:* |Author_AnaH| + + In this tutorial, you will use *features2d* to detect interest points. + + ===================== ============================================== + + .. |FeatureHomo| image:: images/Feature_Detection_Tutorial_Cover.jpg + :height: 90pt + :width: 90pt + + + .. tabularcolumns:: m{100pt} m{300pt} .. cssclass:: toctableopencv @@ -116,4 +194,4 @@ Learn about how to use the feature points detectors, descriptors and matching f ../trackingmotion/good_features_to_track/good_features_to_track.rst ../trackingmotion/generic_corner_detector/generic_corner_detector ../trackingmotion/corner_subpixeles/corner_subpixeles - ../detection_of_planar_objects/detection_of_planar_objects \ No newline at end of file + ../detection_of_planar_objects/detection_of_planar_objects