Video Stabilization, Optical Flow, Lucas-Kanade method, Taylor Series, Laplacian Pyramids.
Video Stabilization is the technique to reduce jittery motion in a video. This paper discusses the steps involved in video stabilization using Optical Flow: Feature extraction, Optical Flow using Lucas-Kanade method, Image Affine transformation. In this paper, we will also discuss mathematical models involved in each step of video stabilization. In the later part of the paper, we have mentioned methods to improve the video stabilization results and make it more efficient while applying to high-resolution videos.