Single-Shot Freestyle Dance Reenactment

12/02/2020
by   Oran Gafni, et al.
0

The task of motion transfer between a source dancer and a target person is a special case of the pose transfer problem, in which the target person changes their pose in accordance with the motions of the dancer. In this work, we propose a novel method that can reanimate a single image by arbitrary video sequences, unseen during training. The method combines three networks: (i) a segmentation-mapping network, (ii) a realistic frame-rendering network, and (iii) a face refinement network. By separating this task into three stages, we are able to attain a novel sequence of realistic frames, capturing natural motion and appearance. Our method obtains significantly better visual quality than previous methods and is able to animate diverse body types and appearances, which are captured in challenging poses, as shown in the experiments and supplementary video.

READ FULL TEXT

page 1

page 5

page 7

page 8

page 11

page 12

page 13

page 14

research
04/10/2021

Do as we do: Multiple Person Video-To-Video Transfer

Our goal is to transfer the motion of real people from a source video to...
research
04/07/2020

Human Motion Transfer from Poses in the Wild

In this paper, we tackle the problem of human motion transfer, where we ...
research
08/22/2018

Everybody Dance Now

This paper presents a simple method for "do as I do" motion transfer: gi...
research
10/27/2021

Image Comes Dancing with Collaborative Parsing-Flow Video Synthesis

Transferring human motion from a source to a target person poses great p...
research
04/17/2019

Vid2Game: Controllable Characters Extracted from Real-World Videos

We are given a video of a person performing a certain activity, from whi...
research
02/23/2021

Dynamic Neural Garments

A vital task of the wider digital human effort is the creation of realis...
research
05/03/2022

Copy Motion From One to Another: Fake Motion Video Generation

One compelling application of artificial intelligence is to generate a v...

Please sign up or login with your details

Forgot password? Click here to reset