Hi, I'm using the code bellow for stabilization (OpenCV 3.0, Ubuntu).
It's working fine but I want to be able to change the type of video source (webcam, IP stream...) and resize the input frames, how should I do that?
std::string videoFile = getMyFile();
MotionModel model = cv::videostab::MM_AFFINE;
bool use_gpu = true;
cv::Ptr<VideoFileSource> video = cv::makePtr<VideoFileSource>(videoFile,true);
cv::Ptr<OnePassStabilizer> stabilizer = cv::makePtr<OnePassStabilizer>();
cv::Ptr<MotionEstimatorBase> MotionEstimator = cv::makePtr<MotionEstimatorRansacL2>(model);
cv::Ptr<ImageMotionEstimatorBase> ImageMotionEstimator;
if (use_gpu)
{
ImageMotionEstimator = cv::makePtr<KeypointBasedMotionEstimatorGpu>(MotionEstimator);
}
else
{
ImageMotionEstimator = cv::makePtr<KeypointBasedMotionEstimator>(MotionEstimator);
}
stabilizer->setFrameSource(video);
stabilizer->setMotionEstimator(ImageMotionEstimator);
stabilizer->setLog(cv::makePtr<cv::videostab::NullLog>());
stabilizer->setBorderMode(BORDER_REFLECT_101);
stabilizer->setRadius(10);
std::string windowTitle = "Stabilized Video";
cv::namedWindow(windowTitle, cv::WINDOW_AUTOSIZE);
while(true)
{
double procT = (double)getTickCount();
cv::Mat frame = stabilizer->nextFrame();
if(frame.empty())
{
break;
}
procT = ((double)getTickCount() - procT)/getTickFrequency();
cout << 1/procT << " FPS" << endl;
cv::imshow(windowTitle,frame);
cv::waitKey(1);
}