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Original file line number | Diff line number | Diff line change |
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#include <QCoreApplication> | ||
#include<opencv2/core/core.hpp> | ||
#include<opencv2/opencv.hpp> | ||
#include <iostream> | ||
#include <math.h> | ||
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int main(int argc, char *argv[]) | ||
{ | ||
QCoreApplication a(argc, argv); | ||
using namespace cv; | ||
using namespace std; | ||
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return a.exec(); | ||
Mat src, dst, gray_src; | ||
char input_image[] = "input image"; | ||
char output_image[] = "output image"; | ||
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int main(int argc, char ** argv){ | ||
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src = imread("case6.jpg"); | ||
if (src.empty()){ | ||
printf("colud not load image ..\n"); | ||
return -1; | ||
} | ||
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namedWindow(input_image, CV_WINDOW_AUTOSIZE); | ||
namedWindow(output_image, CV_WINDOW_AUTOSIZE); | ||
imshow(input_image, src); | ||
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// 均值降噪 | ||
Mat blurImg; | ||
GaussianBlur(src, blurImg, Size(15, 15), 0, 0); | ||
imshow("input image", src); | ||
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// 二值化 | ||
Mat binary; | ||
cvtColor(blurImg, gray_src, COLOR_BGR2GRAY); | ||
Threshold(gray_src, binary, 0, 255, THRESH_BINARY | THRESH_TRIANGLE); | ||
imshow("binary", binary); | ||
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// 闭操作进行联通物体内部 | ||
Mat morphImage; | ||
Mat kernel = getStructuringElement(MORPH_RECT, Size(3, 3), Point(-1, -1)); | ||
morphologyEx(binary, morphImage, MORPH_CLOSE, kernel, Point(-1, -1), 2); | ||
imshow("morphology", morphImage); | ||
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// 获取最大轮廓 | ||
vector<vector<Point>> contours; | ||
vector<Vec4i> hireachy; | ||
findContours(morphImage, contours, hireachy, CV_RETR_EXTERNAL, CHAIN_APPROX_SIMPLE, Point()); | ||
Mat connImage = Mat::zeros(src.size(), CV_8UC3); | ||
for (size_t t = 0; t < contours.size(); t++){ | ||
Rect rect = boundingRect(contours[t]); | ||
if (rect.width < src.cols / 2) continue; | ||
if (rect.width > src.cols - 20) continue; | ||
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double area = contourArea(contours[t]); | ||
double len = arcLength(contours[t], true); | ||
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drawContours(connImage, contours, t, Scalar(0, 0, 255), 1, 8, hireachy); | ||
printf("area of star could : %f \n", area); | ||
printf("lenght of star could : %f \n", len); | ||
} | ||
imshow(output_image, connImage); | ||
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waitKey(0); | ||
return 0; | ||
} |