A friend of mine told me how to make cv::findHomography more stable. The solution is very easy, comment lines 91-121 of module/calib3d/fundam.cpp and then compile. The unstability is due to the new algorithm to compute the homography. From…

sudo ./install # to enable the installer mkdir sudo apt-get install matlab-support # add matlab to the launcher