Matlab image stabilization by fixed point in the video

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I am trying to eliminate shaking of camera in my experiment setup. I have fixed points in my video. I would like to use these fixed points to eliminate vibration of camera by matlab.. Where should I start from? Do you have any recommendation?

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Alexander Leon VI On

this task can be faced using a tool called image registration. In the very simple sense, the registration consists in align two images as best as possible. In this case the points that you have could be used as the features to achieve the registration of every single frame with respect one main frame, you can check it out this: http://www.mathworks.com/discovery/image-registration.html . I hope this could be useful to you, sorry for the bad grammar, non native speaker.