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michal2229 / image-align-and-average

Python (OpenCV, NumPy) application for image noise removal by aligning and averaging many images.

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Decide on a way to do it

michal2229 opened this issue · comments

commented

Problem 1:
when video is shaking, there is different part of scene visible, so when stabilized, there will be missing part of scene on one side and on onther side of a frame there will be image cut.

commented

Options:

  • we can determine transform matrices for each frame and then encode video using input frames and these matrices
  • we can expand to a full scene of video footage, so that it will not cut any data out of frame
  • we can stack frames to have better background where image is missing, first frame will have background of last, fully stacked frame