Image Animation

27 papers with code • 0 benchmarks • 0 datasets

Image Animation is a field for image-animation of a source image by a driving video

Most implemented papers

AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

guoyww/animatediff 10 Jul 2023

Once trained, the motion module can be inserted into a personalized T2I model to form a personalized animation generator.

First Order Motion Model for Image Animation

AliaksandrSiarohin/first-order-model NeurIPS 2019

To achieve this, we decouple appearance and motion information using a self-supervised formulation.

Image Animation with Perturbed Masks

itsyoavshalev/Image-Animation-with-Perturbed-Masks CVPR 2022

We present a novel approach for image-animation of a source image by a driving video, both depicting the same type of object.

MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

magic-research/magic-animate 27 Nov 2023

Existing animation works typically employ the frame-warping technique to animate the reference image towards the target motion.

Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts

mayuelala/followyourclick 13 Mar 2024

Despite recent advances in image-to-video generation, better controllability and local animation are less explored.

Animating Arbitrary Objects via Deep Motion Transfer

AliaksandrSiarohin/monkey-net CVPR 2019

This is achieved through a deep architecture that decouples appearance and motion information.

Creative Flow+ Dataset

creativefloworg/creativeflow CVPR 2019

We present the Creative Flow+ Dataset, the first diverse multi-style artistic video dataset richly labeled with per-pixel optical flow, occlusions, correspondences, segmentation labels, normals, and depth.

Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation

RenYurui/Global-Flow-Local-Attention 27 Aug 2020

We show that our framework can spatially transform the inputs in an efficient manner.

PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation

deepbrainai-research/prioritycut 22 Mar 2021

State-of-the-art self-supervised image animation approaches warp the source image according to the motion of the driving video and recover the warping artifacts by inpainting.

DeepFake MNIST+: A DeepFake Facial Animation Dataset

huangjiadidi/DeepFakeMnist 18 Aug 2021

It includes 10, 000 facial animation videos in ten different actions, which can spoof the recent liveness detectors.