平面测距做不出来了,无奈只好用单目单点测距顶上!感谢mbees大神提供的设备和技术上的支持,有时间大家给大神的博客点个关注吧,谢谢。老规矩,直接贴代码!
#include "stdafx.h"
#include
#include "highgui.h"
#include
#include
using namespace cv;
using namespace std;
Mat src; //原图像存储变量
Mat src_gray; //存灰度图变量
int thresh = 180; //阈值设定
int max_thresh = 255;//最大阈值
int main( int argc, char** argv ) {
VideoCapture cam(1);//获取摄像头0
if (!cam.isOpened()) exit(0);//判断是否存在,不存在退出
bool stop = false;//循环使能
while(!stop)
{
cam >> src;//获取摄像头
cvtColor( src, src_gray, CV_BGR2GRAY );//灰度化
GaussianBlur( src, src, Size(3,3), 0.1, 0, BORDER_DEFAULT ); //线性滤波
blur( src_gray, src_gray, Size(3,3) ); //滤波
namedWindow( "原图像", 0 ); //创建一个窗体
imshow( "原图像", src ); //显示原图
//定义Canny边缘检测图像
Mat canny_output; //定义边缘检测存储变量
vector hierarchy;
Canny( src_gray, canny_output, thresh, thresh*3, 3 ); //利用canny算法检测边缘
namedWindow( "边缘轮廓", 0 );
imshow( "边缘轮廓", canny_output );
vector > contours;
findContours( canny_output, contours, hierarchy, CV_RETR_TREE, CV_CHAIN_APPROX_SIMPLE, Point(0, 0) ); //查找轮廓
//计算轮廓矩
vector mu(contours.size() );
for( int i = 0; i < contours.size(); i++ )
{
mu[i] = moments( contours[i], false );
}
//计算轮廓的质心
vector mc( contours.size() );
for( int i = 0; i < contours.size(); i++ )
{
mc[i] = Point2d( mu[i].m10/mu[i].m00 , mu[i].m01/mu[i].m00 );
}
//画轮廓及其质心并显示
Mat drawing = Mat::zeros( canny_output.size(), CV_8UC3 );
for( int i = 0; i< contours.size(); i++ )
{
if (mc[i].y>260||mc[i].y<200)
{
continue;
}
Scalar color = Scalar( 255, 0, 0);
drawContours( drawing, contours, i, color, 2, 8, hierarchy, 0, Point() );
circle( drawing, mc[i], 5, Scalar( 0, 0, 255), -1, 8, 0 );
rectangle(drawing, boundingRect(contours.at(i)), cvScalar(0,255,0));
double gain = 0.001644074345 ;
double offset =0.001607879449 ;//Offset是弧度误差
unsigned int pixels_from_center =320 - mc[i].x;
// 算出距离并打印出来
if(pixels_from_center>140)
{
gain = 0.001513280086 ;
offset =0.017372721230 ;
}else if(pixels_from_center>104)
{
gain = 0.001635044755 ;
offset =0.003201011964 ;
}else
{
gain = 0.001644074345 ;
offset =0.001607879449 ;
}
const double h_cm = 7.00; // 摄像头和激光头距离cm
double range;
range = h_cm / tan(pixels_from_center * gain + offset);
char tam[100];
sprintf(tam, "(%0.0f,%0.0f,%d,%0.3fcm)",mc[i].x,mc[i].y,pixels_from_center,range);
cout<<"距离="<
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