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mirror of https://github.com/opencv/opencv.git synced 2026-07-30 07:43:03 +04:00

moved nonfree and a part of features2d to opencv_contrib/xfeatures2d

This commit is contained in:
Vadim Pisarevsky
2014-08-11 23:26:39 +04:00
parent f937f4d951
commit 31df47b6ea
66 changed files with 141 additions and 16430 deletions
@@ -23,7 +23,7 @@ Theory
Code
====
This tutorial code's is shown lines below. You can also download it from `here <https://github.com/Itseez/opencv/tree/master/samples/cpp/tutorial_code/features2D/SURF_descriptor.cpp>`_
This tutorial code's is shown lines below.
.. code-block:: cpp
@@ -32,9 +32,10 @@ This tutorial code's is shown lines below. You can also download it from `here <
#include "opencv2/core.hpp"
#include "opencv2/features2d.hpp"
#include "opencv2/highgui.hpp"
#include "opencv2/nonfree.hpp"
#include "opencv2/xfeatures2d.hpp"
using namespace cv;
using namespace cv::xfeatures2d;
void readme();
@@ -50,25 +51,19 @@ This tutorial code's is shown lines below. You can also download it from `here <
if( !img_1.data || !img_2.data )
{ return -1; }
//-- Step 1: Detect the keypoints using SURF Detector
//-- Step 1: Detect the keypoints using SURF Detector, compute the descriptors
int minHessian = 400;
SurfFeatureDetector detector( minHessian );
Ptr<SURF> detector = SURF::create();
detector->setMinHessian(minHessian);
std::vector<KeyPoint> 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 );
detector->detectAndCompute( img_1, keypoints_1, descriptors_1 );
detector->detectAndCompute( img_2, keypoints_2, descriptors_2 );
//-- Step 3: Matching descriptor vectors with a brute force matcher
//-- Step 2: Matching descriptor vectors with a brute force matcher
BFMatcher matcher(NORM_L2);
std::vector< DMatch > matches;
matcher.match( descriptors_1, descriptors_2, matches );