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
Benchmarks
These leaderboards are used to track progress in Image Animation
Most implemented papers
Latent Image Animator: Learning to animate image via latent space navigation
Deviating from such models, we here introduce Latent Image Animator (LIA), a self-supervised auto-encoder that evades need for structure representation.
Neural Fields in Visual Computing and Beyond
nvidiagameworks/kaolin-wisp
•
•
Recent advances in machine learning have created increasing interest in solving visual computing problems using a class of coordinate-based neural networks that parametrize physical properties of scenes or objects across space and time.
Move As You Like: Image Animation in E-Commerce Scenario
jialetao/dam
•
•
Creative image animations are attractive in e-commerce applications, where motion transfer is one of the import ways to generate animations from static images.
Image Animation with Keypoint Mask
or-toledano/animation-with-keypoint-mask
•
•
Motion transfer is the task of synthesizing future video frames of a single source image according to the motion from a given driving video.
Thin-Plate Spline Motion Model for Image Animation
yoyo-nb/thin-plate-spline-motion-model
•
•
CVPR 2022
Firstly, we propose thin-plate spline motion estimation to produce a more flexible optical flow, which warps the feature maps of the source image to the feature domain of the driving image.
Single Stage Virtual Try-on via Deformable Attention Flows
OFA-Sys/DAFlow
•
•
Virtual try-on aims to generate a photo-realistic fitting result given an in-shop garment and a reference person image.
Motion Transformer for Unsupervised Image Animation
jialetao/motrans
•
•
Image animation aims to animate a source image by using motion learned from a driving video.
SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
winfredy/sadtalker
•
•
CVPR 2023
We present SadTalker, which generates 3D motion coefficients (head pose, expression) of the 3DMM from audio and implicitly modulates a novel 3D-aware face render for talking head generation.
Text-Guided Synthesis of Eulerian Cinemagraphs
text2cinemagraph/text2cinemagraph
•
•
We introduce Text2Cinemagraph, a fully automated method for creating cinemagraphs from text descriptions - an especially challenging task when prompts feature imaginary elements and artistic styles, given the complexity of interpreting the semantics and motions of these images.
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation
RQ-Wu/LAMP
•
•
Specifically, we design a first-frame-conditioned pipeline that uses an off-the-shelf text-to-image model for content generation so that our tuned video diffusion model mainly focuses on motion learning.
