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#include <stdio.h> |
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#include <opencv2/core/core.hpp> |
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#include <opencv2/features2d/features2d.hpp> |
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#include <opencv2/highgui/highgui.hpp> |
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using namespace cv; |
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int main(int argc, char** argv) |
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{ |
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if(argc != 3) |
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{ |
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printf("Usage: matches_simple <image1> <image2>\n"); |
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return -1; |
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} |
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Mat img1 = imread(argv[1]); |
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Mat img2 = imread(argv[2]); |
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if(img1.empty() || img2.empty()) |
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{ |
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printf("Can't read one of the images\n"); |
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return -1; |
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} |
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// detecting keypoints
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SurfFeatureDetector detector(400); |
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vector<KeyPoint> keypoints1, keypoints2; |
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detector.detect(img1, keypoints1); |
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detector.detect(img2, keypoints2); |
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// computing descriptors
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SurfDescriptorExtractor extractor; |
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Mat descriptors1, descriptors2; |
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extractor.compute(img1, keypoints1, descriptors1); |
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extractor.compute(img2, keypoints2, descriptors2); |
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// matching descriptors
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BruteForceMatcher<L2<float> > matcher; |
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vector<int> matches; |
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matcher.add(descriptors1); |
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matcher.match(descriptors2, matches); |
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// drawing the results
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namedWindow("matches", 1); |
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Mat img_matches; |
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drawMatches(img1, img2, keypoints1, keypoints2, matches, vector<char>(), img_matches); |
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imshow("matches", img_matches); |
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waitKey(0); |
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return 0; |
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} |
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