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Awesome-pose-transfer

A collection of papers and codes for human pose transfer

Methods

ModelPublishedPaperCodes
Ma et al.NIPS 17 Pose Guided Person Image GenerationTensorflow Pytorch
Ma et al.CVPR 18Disentangled Person Image GenerationTensorflow
VUNetCVPR 18A Variational U-Net for Conditional Appearance and Shape GenerationTensorflow Pytorch
DeformGanCVPR 18Deformable GANs for Pose-based Human Image GenerationTensorflow Pytorch
Song et al.CVPR 19Unsupervised Person Image Generation with Semantic Parsing TransformationPytorch
PATNCVPR 19Progressive Pose Attention for Person Image GenerationPytorch
Li et al.CVPR 19Dense Intrinsic Appearance Flow for Human Pose TransferPytorch
LWGICCV 19Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View SynthesisPytorch
Guided-pix2pixICCV 19Guided Image-to-Image Translation with Bi-Directional Feature TransformationPytorch
BiGraphGANBMVC 20Bipartite Graph Reasoning GANs for Person Image GenerationPytorch
GFLACVPR 20Deep Image Spatial Transformation for Person Image GenerationPytorch
ADGanCVPR 20Controllable Person Image Synthesis with Attribute-Decomposed GANPytorch
CoCosNetCVPR 20Cross-domain Correspondence Learning for Exemplar-based Image TranslationPytorch
ReposeCVPRW 20Reposing Humans by Warping 3D FeaturesTensorflow
Pose StylizerIJCAI 20Generating Person Images with Appearance-aware Pose Stylizerpytorch
PINetPG 20Human Pose Transfer by Adaptive Hierarchical Deformationpytorch
XingGanECCV 20XingGAN for Person Image Generationpytorch
LWGTPAMI 20Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesispytorch
SCAGANICME 21SPATIAL CONTENT ALIGNMENT FOR POSE TRANSFERPytorch
PISECVPR 21PISE: Person Image Synthesis and Editing with Decoupled GANpytorch
RANCVPR 21Learning Semantic Person Image Generation by Region-Adaptive Normalizationpytorch
FGTBNCVPR 21Flow Guided Transformable Bottleneck Networks for Motion Retargeting
MRAACVPR 21Motion Representations for Articulated Animationpytorch
Pose with styleSIGGRAPG ASIA 2021Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN project page
SATTTIP 2021Spatial-Aware Texture Transformer for High-Fidelity Garment Transfer
PoT-GANTIP 2021PoT-GAN: Pose Transform GAN for Person Image Synthesis
M. J. Black et al.ICCV 2021Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistencyproject page
DBTCVPR 2022Exploring Dual-task Correlation for Pose Guided Person Image GenerationPytorch
NTEDCVPR 2022Neural Texture Extraction and Distribution for ControllablePerson Image SynthesisPytorch
DynaSTECCV 2022DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image GenerationPytorch
CASDECCV 2022Cross Attention Based Style Distribution for Controllable Person Image Synthesispytorch
PIDMCVPR 2023Person Image Synthesis via Denoising Diffusion Modelpytorch
VGFlowCVPR 2023VGFlow: Visibility Guided Flow Network for Human Reposingproject page
WaveIPTICCV 2023WaveIPT: Joint Attention and Flow Alignment in the Wavelet domain for Pose Transfer
ICCV 2023Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion
UPGPTICCVW 2023UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose TransferPytorch
ICCV 2023Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting TexturesPytorch
ICLR 2024Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion ModelsPyTorch
CFLDCVPR 2024Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image SynthesisPyTorch

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