Awesome-pose-transfer

A collection of papers and codes for human pose transfer

Methods

Model	Published	Paper	Codes
Ma et al.	NIPS 17	Pose Guided Person Image Generation	Tensorflow Pytorch
Ma et al.	CVPR 18	Disentangled Person Image Generation	Tensorflow
VUNet	CVPR 18	A Variational U-Net for Conditional Appearance and Shape Generation	Tensorflow Pytorch
DeformGan	CVPR 18	Deformable GANs for Pose-based Human Image Generation	Tensorflow Pytorch
Song et al.	CVPR 19	Unsupervised Person Image Generation with Semantic Parsing Transformation	Pytorch
PATN	CVPR 19	Progressive Pose Attention for Person Image Generation	Pytorch
Li et al.	CVPR 19	Dense Intrinsic Appearance Flow for Human Pose Transfer	Pytorch
LWG	ICCV 19	Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis	Pytorch
Guided-pix2pix	ICCV 19	Guided Image-to-Image Translation with Bi-Directional Feature Transformation	Pytorch
BiGraphGAN	BMVC 20	Bipartite Graph Reasoning GANs for Person Image Generation	Pytorch
GFLA	CVPR 20	Deep Image Spatial Transformation for Person Image Generation	Pytorch
ADGan	CVPR 20	Controllable Person Image Synthesis with Attribute-Decomposed GAN	Pytorch
CoCosNet	CVPR 20	Cross-domain Correspondence Learning for Exemplar-based Image Translation	Pytorch
Repose	CVPRW 20	Reposing Humans by Warping 3D Features	Tensorflow
Pose Stylizer	IJCAI 20	Generating Person Images with Appearance-aware Pose Stylizer	pytorch
PINet	PG 20	Human Pose Transfer by Adaptive Hierarchical Deformation	pytorch
XingGan	ECCV 20	XingGAN for Person Image Generation	pytorch
LWG	TPAMI 20	Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis	pytorch
SCAGAN	ICME 21	SPATIAL CONTENT ALIGNMENT FOR POSE TRANSFER	Pytorch
PISE	CVPR 21	PISE: Person Image Synthesis and Editing with Decoupled GAN	pytorch
RAN	CVPR 21	Learning Semantic Person Image Generation by Region-Adaptive Normalization	pytorch
FGTBN	CVPR 21	Flow Guided Transformable Bottleneck Networks for Motion Retargeting
MRAA	CVPR 21	Motion Representations for Articulated Animation	pytorch
Pose with style	SIGGRAPG ASIA 2021	Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN	project page
SATT	TIP 2021	Spatial-Aware Texture Transformer for High-Fidelity Garment Transfer
PoT-GAN	TIP 2021	PoT-GAN: Pose Transform GAN for Person Image Synthesis
M. J. Black et al.	ICCV 2021	Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency	project page
DBT	CVPR 2022	Exploring Dual-task Correlation for Pose Guided Person Image Generation	Pytorch
NTED	CVPR 2022	Neural Texture Extraction and Distribution for ControllablePerson Image Synthesis	Pytorch
DynaST	ECCV 2022	DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation	Pytorch
CASD	ECCV 2022	Cross Attention Based Style Distribution for Controllable Person Image Synthesis	pytorch
PIDM	CVPR 2023	Person Image Synthesis via Denoising Diffusion Model	pytorch
VGFlow	CVPR 2023	VGFlow: Visibility Guided Flow Network for Human Reposing	project page
WaveIPT	ICCV 2023	WaveIPT: Joint Attention and Flow Alignment in the Wavelet domain for Pose Transfer
	ICCV 2023	Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion
UPGPT	ICCVW 2023	UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer	Pytorch
	ICCV 2023	Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures	Pytorch
	ICLR 2024	Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models	PyTorch
CFLD	CVPR 2024	Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis	PyTorch

Other paper

Survey

2021.09 Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis

2022.12 Human Image Generation: A Comprehensive Survey

2024 ACM Computing Surveys Appearance and Pose-guided Human Generation: A Survey

arxiv

2023.10 ADVANCING POSE-GUIDED IMAGE SYNTHESIS WITH PROGRESSIVE CONDITIONAL DIFFUSION MODELS

2023.04 Human pose transfer via shape-aware partial flow prediction network

2023.04 HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation

2022.11 VGFlow: Visibility guided Flow Network for Human Reposing

2022.11 Person Image Synthesis via Denoising Diffusion Model

2022.02 Multi-scale Attention Guided Pose Transfer code

2021.12 FDA-GAN: Flow-based Dual Attention GAN for Human Pose Transfer

2021.12 GLocal: Global Graph Reasoning and Local Structure Transfer for Person Image Generation

2021.11 Self-supervised Correlation Mining Network for Person Image Generation

2021.09 A 3D Mesh-based Lifting-and-Projection Network for Human Pose Transfer

2021.08 Combining Attention with Flow for Person Image Synthesis

2021.07 Human Pose Transfer with Disentangled Feature Consistency

2021.06 Robust Pose Transfer with Dynamic Details using Neural Video Rendering

Unsupervised Pose Flow Learning for Pose Guided synthesis

Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild

Pose-Guided High-Resolution Appearance Transfer via Progressive Training

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing | Pytorch

Style and Pose Control for Image Synthesis of Humans from a Single Monocular View

Dressing in Order: Recurrent Person Image Generation for Pose Transfer,Virtual Try-on and Outfit Editing

SPATIAL CONTENT ALIGNMENT FOR POSE TRANSFER | pytorch

Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization

CVPR 2020

Wish YouWere Here: Context-Aware Human Generation

ECCV 2020

Neural Re-Rendering of Humans from a single image

AAAI 2021

Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation

CVPR 2021

Pose-Guided Human Animation from a Single Image in the Wild

HumanGAN: A Generative Model of Human Images

ICIP 2020

POSE GUIDED PERSON IMAGE GENERATION WITH HIDDEN P-NORM REGRESSION

Animation

ToG 19 Neural Animation and Reenactment of Human Actor Videos

TVCG 20 Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation