I noticed that MSE (Mean Square Error) and PSNR (Peak to Signal Noise Ratio) values did not give good results in my video stabilization project with SIFT algorithm using Matlab. I tried to apply a Kalman filter with the SURF algorithm in the code and tried to prevent the frames in my original video from rotating and distorting when stabilized.