Research Guide for Video Frame Interpolation with Deep Learning - KDnuggets

In this research guide, we'll look at deep learning papers aimed at synthesizing video frames within an existing video. This could be in between video frames, known as interpolation, or after them, known as extrapolation. The better part of this guide will cover interpolation. Interpolation is useful in software editing tools as well as in generating video animations. It can also be used to generate clear video frames in sections where a video is blurred. Video frame interpolation is a very common task, especially in film and video production. Optical flow is one of the common tactics used in solving this problem.