先模糊再laplace,也可以替换为sobel等。
变换效果后录成视频,挺好玩。
#include "opencv2/videoio/videoio.hpp"
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp" #include <opencv2/core/utility.hpp> #include <ctype.h>
#include <stdio.h>
#include <iostream> using namespace cv;
using namespace std; static void help()
{
cout <<
"\nThis program demonstrates Laplace point/edge detection using OpenCV function Laplacian()\n"
"It captures from the camera of your choice: 0, 1, ... default 0\n"
"Call:\n"
"./laplace -c=<camera #, default 0> -p=<index of the frame to be decoded/captured next>\n" << endl;
} enum {GAUSSIAN, BLUR, MEDIAN}; int sigma = 3;
int smoothType = GAUSSIAN; int main( int argc, char** argv )
{
VideoCapture cap;
cv::CommandLineParser parser(argc, argv, "{help h | | }{ c | 0 | }{ p | | }");
if ( parser.has("help") )
{
help();
return 0;
} if( parser.get<string>("c").size() == 1 && isdigit(parser.get<string>("c")[0]) )
{
cout << "debug 1:" << parser.get<int>("c") << endl;
cap.open(parser.get<int>("c"));
}
else
{
cout << "debug 2:" << parser.get<string>("c") << endl;
cap.open(parser.get<string>("c"));
} if( cap.isOpened() )
cout << "Video " << parser.get<string>("c") <<
": width=" << cap.get(CAP_PROP_FRAME_WIDTH) <<
", height=" << cap.get(CAP_PROP_FRAME_HEIGHT) <<
", nframes=" << cap.get(CAP_PROP_FRAME_COUNT) << endl;
// Jeff --> "nframes == -1"
// try to return more frames? if( parser.has("p") )
{
int pos = parser.get<int>("p");
if (!parser.check())
{
parser.printErrors();
return -1;
}
cout << "seeking to frame #" << pos << endl;
cap.set(CAP_PROP_POS_FRAMES, pos);
} if( !cap.isOpened() )
{
cout << "Could not initialize capturing...\n";
return -1;
} namedWindow( "Laplacian", 0 );
createTrackbar( "Sigma", "Laplacian", &sigma, 15, 0 ); CvSize size1 = cvSize(
(int)cap.get(CAP_PROP_FRAME_WIDTH),
(int)cap.get(CAP_PROP_FRAME_HEIGHT));
CvVideoWriter* wrVideo1 = cvCreateVideoWriter("./my.mp4", CV_FOURCC('P','I','M','1'), 32, size1);
// CV_FOURCC:
// CV_FOURCC('P','I','M','1') MPEG-1 codec
// CV_FOURCC('M','J','P','G') motion-jpeg codec (does not work well)
// CV_FOURCC('M', 'P', '4', '2') MPEG-4.2 codec
// CV_FOURCC('D', 'I', 'V', '3') MPEG-4.3 codec
// CV_FOURCC('D', 'I', 'V', 'X') MPEG-4 codec
// CV_FOURCC('U', '2', '6', '3') H263 codec
// CV_FOURCC('I', '2', '6', '3') H263I codec
// CV_FOURCC('F', 'L', 'V', '1') FLV1 codec Mat smoothed, laplace, result; for(;;)
{
Mat frame;
cap >> frame;
if( frame.empty() )
break;
/*
* Step 1: 高斯,均值, 中值
*/
int ksize = (sigma*5)|1;
if(smoothType == GAUSSIAN)
GaussianBlur(frame, smoothed, Size(ksize, ksize), sigma, sigma);
else if(smoothType == BLUR)
blur(frame, smoothed, Size(ksize, ksize));
else
medianBlur(frame, smoothed, ksize); /*
* Step 2: extract edges.
* In: smoothed.
* Out: laplace.
*/
Laplacian(smoothed, laplace, CV_16S, 5);
convertScaleAbs(laplace, result, (sigma+1)*0.25);
imshow("Laplacian", result); /*
* Jeff --> We may try any other Algorithm here,
* such as sobel. int c = waitKey(30);
if( c == ' ' )
smoothType = smoothType == GAUSSIAN ? BLUR : smoothType == BLUR ? MEDIAN : GAUSSIAN;
if( c == 'q' || c == 'Q' || (c & 255) == 27 )
break; IplImage copy = result;
IplImage* new_image = copy;
cvWriteFrame( wrVideo1, new_image );
} cvReleaseVideoWriter( &wrVideo1 );
cvDestroyWindow( "Laplacian" ); return 0;
}