Amateur footage is often handheld and shaky. Stabilization algorithms analyze motion vectors between frames. Advanced methods do not simply crop the frame but perform motion interpolation to smooth out jitter. Furthermore, maintaining temporal consistency is crucial during enhancement; flickering artifacts can occur if each frame is processed independently. Modern pipelines use recurrent networks or optical flow to ensure
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