<二>经典例子
这一次这几个例子要我自己一下子写出来应该是不可能的,先主要感受以下OpenCV的一些有趣的功能吧。(溜走
(1)彩色目标跟踪:Camshift
①Cameshift算法:根据鼠标框区域的色度光谱来进行摄像头读入的视频目标追踪。
②代码和示例往往能够更生动形象的进行理解
注:代码来源于OpenCV官方例程,每个用户的下载里面都有,这里的代码文件名为:camshiftdemo.cpp。
#include <opencv2/core/utility.hpp>
#include "opencv2/video/tracking.hpp"
#include "opencv2/imgproc.hpp"
#include "opencv2/videoio.hpp"
#include "opencv2/highgui.hpp"
#include <iostream>
#include <ctype.h>
using namespace cv;
using namespace std;
Mat image;
bool backprojMode = false;
bool selectObject = false;
int trackObject = 0;
bool showHist = true;
Point origin;
Rect selection;
int vmin = 10, vmax = 256, smin = 30;
// User draws box around object to track. This triggers CAMShift to start tracking
static void onMouse(int event, int x, int y, int, void*)
{
if (selectObject)
{
selection.x = MIN(x, origin.x);
selection.y = MIN(y, origin.y);
selection.width = std::abs(x - origin.x);
selection.height = std::abs(y - origin.y);
selection &= Rect(0, 0, image.cols, image.rows);
}
switch (event)
{
case EVENT_LBUTTONDOWN:
origin = Point(x, y);
selection = Rect(x, y, 0, 0);
selectObject = true;
break;
case EVENT_LBUTTONUP:
selectObject = false;
if (selection.width > 0 && selection.height > 0)
trackObject = -1; // Set up CAMShift properties in main() loop
break;
}
}
string hot_keys =
"\n\nHot keys: \n"
"\tESC - quit the program\n"
"\tc - stop the tracking\n"
"\tb - switch to/from backprojection view\n"
"\th - show/hide object histogram\n"
"\tp - pause video\n"
"To initialize tracking, select the object with mouse\n";
static void help()
{
cout << "\nThis is a demo that shows mean-shift based tracking\n"
"You select a color objects such as your face and it tracks it.\n"
"This reads from video camera (0 by default, or the camera number the user enters\n"
"Usage: \n"
" ./camshiftdemo [camera number]\n";
cout << hot_keys;
}
const char* keys =
{
"{help h | | show help message}{@camera_number| 0 | camera number}"
};
int main(int argc, const char** argv)
{
VideoCapture cap;
Rect trackWindow;
int hsize = 16;
float hranges[] = { 0,180 };
const float* phranges = hranges;
CommandLineParser parser(argc, argv, keys);
if (parser.has("help"))
{
help();
return 0;
}
int camNum = parser.get<int>(0);
cap.open(camNum);
if (!cap.isOpened())
{
help();
cout << "***Could not initialize capturing...***\n";
cout << "Current parameter's value: \n";
parser.printMessage();
return -1;
}
cout << hot_keys;
namedWindow("Histogram", 0);
namedWindow("CamShift Demo", 0);
setMouseCallback("CamShift Demo", onMouse, 0);
createTrackbar("Vmin", "CamShift Demo", &vmin, 256, 0);
createTrackbar("Vmax", "CamShift Demo", &vmax, 256, 0);
createTrackbar("Smin", "CamShift Demo", &smin, 256, 0);
Mat frame, hsv, hue, mask, hist, histimg = Mat::zer