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More info here:

  • Video Stabilization
  • videostab.cpp
  • Video example
  • Video comparison between the video stabilization results from OpenCV (with default parameters) and YouTube. The YouTube video stabilization is impressive but there is a small artifact at the end of the video when the cars cross. In both cases, the result videos have a smaller resolution.