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/**
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* @function cornerSubPix_Demo.cpp |
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* @brief Demo code for refining corner locations |
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* @author OpenCV team |
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*/ |
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#include "opencv2/highgui/highgui.hpp" |
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#include "opencv2/imgproc/imgproc.hpp" |
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#include <iostream> |
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#include <stdio.h> |
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#include <stdlib.h> |
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using namespace cv; |
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using namespace std; |
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/// Global variables
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Mat src, src_gray; |
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int maxCorners = 10; |
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int maxTrackbar = 25; |
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RNG rng(12345); |
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char* source_window = "Image"; |
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/// Function header
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void goodFeaturesToTrack_Demo( int, void* ); |
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/**
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* @function main |
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*/ |
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int main( int argc, char** argv ) |
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{ |
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/// Load source image and convert it to gray
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src = imread( argv[1], 1 ); |
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cvtColor( src, src_gray, CV_BGR2GRAY ); |
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/// Create Window
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namedWindow( source_window, CV_WINDOW_AUTOSIZE ); |
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/// Create Trackbar to set the number of corners
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createTrackbar( "Max corners:", source_window, &maxCorners, maxTrackbar, goodFeaturesToTrack_Demo );
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imshow( source_window, src ); |
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goodFeaturesToTrack_Demo( 0, 0 ); |
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waitKey(0); |
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return(0); |
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} |
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/**
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* @function goodFeaturesToTrack_Demo.cpp |
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* @brief Apply Shi-Tomasi corner detector |
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*/ |
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void goodFeaturesToTrack_Demo( int, void* ) |
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{ |
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if( maxCorners < 1 ) { maxCorners = 1; } |
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/// Parameters for Shi-Tomasi algorithm
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vector<Point2f> corners; |
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double qualityLevel = 0.01; |
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double minDistance = 10; |
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int blockSize = 3; |
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bool useHarrisDetector = false; |
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double k = 0.04; |
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/// Copy the source image
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Mat copy; |
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copy = src.clone(); |
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/// Apply corner detection
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goodFeaturesToTrack( src_gray,
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corners, |
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maxCorners, |
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qualityLevel, |
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minDistance, |
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Mat(), |
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blockSize, |
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useHarrisDetector, |
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k ); |
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/// Draw corners detected
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cout<<"** Number of corners detected: "<<corners.size()<<endl; |
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int r = 4; |
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for( int i = 0; i < corners.size(); i++ ) |
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{ circle( copy, corners[i], r, Scalar(rng.uniform(0,255), rng.uniform(0,255), rng.uniform(0,255)), -1, 8, 0 ); } |
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/// Show what you got
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namedWindow( source_window, CV_WINDOW_AUTOSIZE ); |
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imshow( source_window, copy );
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/// Set the neeed parameters to find the refined corners
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Size winSize = Size( 5, 5 ); |
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Size zeroZone = Size( -1, -1 ); |
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TermCriteria criteria = TermCriteria( CV_TERMCRIT_EPS + CV_TERMCRIT_ITER, 40, 0.001 ); |
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/// Calculate the refined corner locations
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cornerSubPix( src_gray, corners, winSize, zeroZone, criteria ); |
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/// Write them down
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for( int i = 0; i < corners.size(); i++ ) |
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{ cout<<" -- Refined Corner ["<<i<<"] ("<<corners[i].x<<","<<corners[i].y<<")"<<endl; }
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} |
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