Twitter, Inc. (delisted)
Frame interpolation with multi-scale deep loss functions and generative adversarial networks

Abstract:

A method includes selecting two or more frames from a plurality of frames of a video, downscaling the two or more frames, estimating a flow data based on an optical flow associated with the downscaled two or more frames, upscaling the flow data, generating a refined flow data based on the upscaled flow data and the downscaled two or more frames, upscaling the refined flow data, and synthesizing an image based on the upscaled refined flow data and the two or more frames.