(41)Air Band OpenCV2.4.13_为轮廓创建包围盒与圆
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本文是对OpenCV2.4.13文档的部分翻译,作个人学习之用,并不完整。
#include "opencv2/highgui/highgui.hpp"#include "opencv2/imgproc/imgproc.hpp"#include <iostream>#include <stdio.h>#include <stdlib.h>using namespace cv;using namespace std;Mat src; Mat src_gray;int thresh = 100;int max_thresh = 255;RNG rng(12345);/// Function headervoid thresh_callback(int, void* );/** * @function main */int main(){ /// 载入图像 src = imread( "stuff.jpg", 1 ); /// 将图像转换为灰度图并模糊处理 cvtColor( src, src_gray, COLOR_BGR2GRAY ); blur( src_gray, src_gray, Size(3,3) ); /// 创建窗口 const char* source_window = "Source"; namedWindow( source_window, WINDOW_AUTOSIZE ); imshow( source_window, src ); createTrackbar( " Threshold:", "Source", &thresh, max_thresh, thresh_callback ); thresh_callback( 0, 0 ); waitKey(0); return(0);}/** * @function thresh_callback */void thresh_callback(int, void* ){ Mat threshold_output; vector<vector<Point> > contours; vector<Vec4i> hierarchy; /// 用阈值检测边缘 threshold( src_gray, threshold_output, thresh, 255, THRESH_BINARY ); /// Find contours findContours( threshold_output, contours, hierarchy, CV_RETR_TREE, CV_CHAIN_APPROX_SIMPLE, Point(0, 0) ); /// 逼近多边形轮廓 + 获取环绕的矩形和圆形 vector<vector<Point> > contours_poly( contours.size() ); vector<Rect> boundRect( contours.size() ); vector<Point2f>center( contours.size() ); vector<float>radius( contours.size() ); for( size_t i = 0; i < contours.size(); i++ ) { approxPolyDP( Mat(contours[i]), contours_poly[i], 3, true ); boundRect[i] = boundingRect( Mat(contours_poly[i]) ); minEnclosingCircle( contours_poly[i], center[i], radius[i] ); } /// 画出多边形轮廓 + 廉洁矩形和圆形 Mat drawing = Mat::zeros( threshold_output.size(), CV_8UC3 ); for( size_t i = 0; i< contours.size(); i++ ) { Scalar color = Scalar( rng.uniform(0, 255), rng.uniform(0,255), rng.uniform(0,255) ); drawContours( drawing, contours_poly, (int)i, color, 1, 8, vector<Vec4i>(), 0, Point() ); rectangle( drawing, boundRect[i].tl(), boundRect[i].br(), color, 2, 8, 0 ); circle( drawing, center[i], (int)radius[i], color, 2, 8, 0 ); } /// 在窗口中显示 namedWindow( "Contours", WINDOW_AUTOSIZE ); imshow( "Contours", drawing );}结果:
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