An awesome & curated list of papers about 3D human body.
- Body Model
- Body Pose
- Naked Body Mesh
- Clothed Body Mesh
- Human Depth Estimation
- Human Motion
- Human-Object Interaction
- Animation
- Cloth/Try-On
- Neural Rendering
- Dataset
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image. CVPR, 2019. [Page] [Code]
GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models. CVPR (Oral), 2020. [Code]
LEAP: Learning Articulated Occupancy of People. CVPR, 2021. [Page] [Code]
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements. CVPR, 2021. [Page]
SMPLicit: Topology-aware Generative Model for Clothed People. CVPR, 2021. [Page] [Code]
BLSM: A Bone-Level Skinned Model of the Human Mesh. ECCV, 2020. [Page]
Joint Optimization for Multi-Person Shape Models from Markerless 3D-Scans. ECCV, 2020. [Code]
STAR: Sparse Trained Articulated Human Body Regressor. ECCV, 2020. [Page] [Code]
SUPR: A Sparse Unified Part-Based Human Representation. ECCV, 2022. [Page] [Code]
SCAPE: Shape Completion and Animation of People. SIGGRAPH, 2005. [Page]
SMPL: A Skinned Multi-Person Linear Model. SIGGRAPH Asia, 2015. [Page] [Code]
PanoMan: Sparse Localized Components–based Model for Full Human Motions. ToG, 2021.
NPMs: Neural Parametric Models for 3D Deformable Shapes. ArXiv, 2021. [Page]
Modeling and Estimation of Nonlinear Skin Mechanics for Animated Avatars. Eurographics, 2020. [Page]
SoftSMPL: Data-driven Modeling of Nonlinear Soft-tissue Dynamics for Parametric Humans. Eurographics, 2020. [Page]
BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity. GRAPP, 2021. [Code]
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies. 3DV, 2021. [Page] [Code]
Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views. CVPR, 2019. [Page] [Code]
Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction. CVPR (Oral), 2020. [Code]
Cascaded Deep Monocular 3D Human Pose Estimation with Evolutionary Training Data. CVPR, 2020. [Code]
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation. CVPR, 2020. [Code]
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild. CVPR, 2021.
Context Modeling in 3D Human Pose Estimation: A Unified Perspective. CVPR, 2021.
FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware Convolutions. CVPR, 2021. [Code]
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks. CVPR, 2021. [Code]
Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo. CVPR, 2021. [Code]
PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers. CVPR, 2021.
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation. CVPR (Oral), 2021. [Page] [Code]
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture. CVPR, 2022. [Page]
Learnable Triangulation of Human Pose. ICCV (Oral), 2019. [Code]
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning. ICCV, 2021. [Code]
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation. ICCV, 2021. [Code]
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows. ICCV, 2021. [Code]
DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild. ECCV, 2020. [Code]
End-to-End Estimation of Multi-Person 3D Poses from Multiple Cameras. ECCV (Oral), 2020.
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation. ECCV, 2020. [Page] [Code]
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach. ECCV, 2020. [Code]
Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement. ECCV, 2020. [Code]
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera. SIGGRAPH Asia, 2017. [Page] [Code]
MotioNet: 3D Human Motion Reconstruction from Monocular Video with Skeleton Consistency. ToG, 2020. [Page] [Code]
PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time. SIGGRAPH Asia, 2020. [Page] [Code]
XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera. SIGGRAPH, 2020. [Page] [Code]
Neural Monocular 3D Human Motion Capture with Physical Awareness. SIGGRAPH, 2021. [Page] [Code]
A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video. ArXiv, 2020. [Page] [Code]
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry. ArXiv, 2020. [Code]
PoP-Net: Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth Image. ArXiv, 2020. [Code]
PoseLifter: Absolute 3D Human Pose Lifting Network from a Single Noisy 2D Human Pose. ArXiv, 2020. [Code]
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People. ArXiv, 2020. [Code]
3D Human Pose Estimation with Spatial and Temporal Transformers. ArXiv, 2021. [Code]
3D Human Reconstruction in the Wild with Collaborative Aerial Cameras. ArXiv, 2021. [Code]
FLEX: Parameter-free Multi-view 3D Human Motion Reconstruction. ArXiv, 2021. [Page]
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation. ArXiv, 2021. [Code]
PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation. ArXiv, 2021.
Real-time Lower-body Pose Prediction from Sparse Upper-body Tracking Signals. ArXiv, 2021.
Skeletor: Skeletal Transformers for Robust Body-Pose Estimation. ArXiv, 2021.
TriPose: A Weakly-Supervised 3D Human Pose Estimation via Triangulation from Video. ArXiv, 2021.
Weakly-supervised Cross-view 3D Human Pose Estimation. ArXiv, 2021.
MocapNET: Ensemble of SNN Encoders for 3D Human Pose Estimation in RGB Images. BMVC, 2019. [Code]
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation. T-BIOM, 2020. [Page] [Code]
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation. IROS, 2020. [Code]
Direct Multi-view Multi-person 3D Human Pose Estimation. NeurIPS, 2021. [Code]
Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views. TPAMI, 2021. [Page] [Code]
High Fidelity 3D Reconstructions with Limited Physical Views. 3DV, 2021. [Page] [Code]
Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation. AAAI, 2021. [Code]
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos. TIP, 2021.
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation. WACV, 2021.
End-to-end Recovery of Human Shape and Pose. CVPR, 2018. [Page] [Code]
Learning to Estimate 3D Human Pose and Shape from a Single Color Image. CVPR, 2018. [Page]
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies. CVPR (Oral), 2018. [Page]
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image. CVPR, 2019. [Page] [Code]
Learning 3D Human Dynamics from Video. CVPR, 2019. [Page] [Code]
Monocular Total Capture: Posing Face, Body and Hands in the Wild. CVPR (Oral), 2019. [Page] [Code]
3D Human Mesh Regression with Dense Correspondence. CVPR, 2020. [Code]
Coherent Reconstruction of Multiple Humans from a Single Image. CVPR, 2020. [Page] [Code]
Object-Occluded Human Shape and Pose Estimation from a Single Color Image. CVPR, 2020. [Page] [Code]
VIBE: Video Inference for Human Body Pose and Shape Estimation. CVPR, 2020. [Code]
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video. CVPR, 2021. [Page] [Code]
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction. CVPR, 2021. [Page] [Code]
Body Meshes as Points. CVPR, 2021. [Page] [Code]
End-to-End Human Pose and Mesh Reconstruction with Transformers. CVPR, 2021. [Code]
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation. CVPR, 2021. [Page] [Code]
Monocular Real-time Full Body Capture with Inter-part Correlations. CVPR, 2021. [Page]
On Self-Contact and Human Pose. CVPR, 2021. [Page]
Out-of-Domain Human Mesh Reconstruction via Bilevel Online Adaptation. CVPR, 2021. [Page] [Code]
Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild. CVPR, 2021.
Reconstructing 3D Human Pose by Watching Humans in the Mirror. CVPR (Oral), 2021. [Page] [Code]
SimPoE: Simulated Character Control for 3D Human Pose Estimation. CVPR (Oral), 2021. [Page]
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video. CVPR, 2022. [Page] [Code]
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras. CVPR (Oral), 2022. [Page] [Code]
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds. CVPR, 2022.
Occluded Human Mesh Recovery. CVPR, 2022. [Page]
Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors. CVPR, 2022. [Page] [Code]
Putting People in their Place: Monocular Regression of 3D People in Depth. CVPR, 2022. [Page] [Code]
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view. CVPR, 2023.
One-Stage 3D Whole-Body Mesh Recovery. CVPR, 2023. [Page] [Code]
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments. CVPR, 2023. [Page] [Code]
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image. ICCV, 2019. [Code]
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild. ICCV, 2019. [Page] [Code]
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation. ICCV, 2019. [Code]
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop. ICCV, 2019. [Page] [Code]
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation. ICCV, 2021. [Code]
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild. ICCV, 2021. [Code]
HuMoR: 3D Human Motion Model for Robust Pose Estimation. ICCV, 2021. [Page]
Learning to Regress Bodies from Images using Differentiable Semantic Rendering. ICCV, 2021. [Page]
Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras. ICCV, 2021. [Page]
Physics-based Human Motion Estimation and Synthesis from Videos. ICCV, 2021.
Probabilistic Modeling for Human Mesh Recovery. ICCV, 2021. [Page] [Code]
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop. ICCV (Oral), 2021. [Page] [Code]
SOMA: Solving Optical Marker-Based MoCap Automatically. ICCV, 2021. [Page]
Shape-aware Multi-Person Pose Estimation from Multi-View Images. ICCV, 2021. [Page] [Code]
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models. ICCV, 2023. [Code]
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image. ECCV, 2016. [Page] [Code]
Appearance Consensus Driven Self-Supervised Human Mesh Recovery. ECCV (Oral), 2020. [Page] [Code]
Full-Body Awareness from Partial Observations. ECCV, 2020. [Page] [Code]
Hierarchical Kinematic Human Mesh Recovery. ECCV, 2020. [Page]
Human Body Model Fitting by Learned Gradient Descent. ECCV, 2020. [Page]
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image. ECCV, 2020. [Code]
Monocular Expressive Body Regression through Body-Driven Attention. ECCV, 2020. [Page] [Code]
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose. ECCV, 2020. [Code]
FastMETRO: Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers. ECCV, 2022. [Page] [Code]
TransPose: Real-time 3D Human Translation and Pose Estimation with Six Inertial Sensors. SIGGRAPH, 2021. [Page] [Code]
Learning 3D Human Shape and Pose from Dense Body Parts. ArXiv, 2019. [Page] [Code]
Beyond Weak Perspective for Monocular 3D Human Pose Estimation. ArXiv, 2020.
CenterHMR: a Bottom-up Single-shot Method for Multi-person 3D Mesh Recovery from a Single Image. ArXiv, 2020. [Code]
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory. ArXiv, 2020.
Exemplar Fine-Tuning for 3D Human Pose Fitting Towards In-the-Wild 3D Human Pose Estimation. ArXiv, 2020. [Code]
FrankMocap: A Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration. ArXiv, 2020. [Page] [Code]
Human Mesh Recovery from Multiple Shots. ArXiv, 2020. [Page]
Monocular, One-stage, Regression of Multiple 3D People. ArXiv, 2020. [Code]
NeuralAnnot: Neural Annotator for in-the-wild Expressive 3D Human Pose and Mesh Training Sets. ArXiv, 2020. [Page]
Pose2Pose: 3D Positional Pose-Guided 3D Rotational Pose Prediction for Expressive 3D Human Pose and Mesh Estimation. ArXiv, 2020. [Page]
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos. ArXiv, 2021.
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose. ArXiv, 2021.
Collaborative Regression of Expressive Bodies using Moderation. ArXiv, 2021. [Page]
Everybody Is Unique: Towards Unbiased Human Mesh Recovery. ArXiv, 2021.
Heuristic Weakly Supervised 3D Human Pose Estimation in Novel Contexts without Any 3D Pose Ground Truth. ArXiv, 2021.
KAMA: 3D Keypoint Aware Body Mesh Articulation. ArXiv, 2021.
Learning Local Recurrent Models for Human Mesh Recovery. ArXiv, 2021.
PARE: Part Attention Regressor for 3D Human Body Estimation. ArXiv, 2021. [Page]
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation. ArXiv, 2021.
Self-Attentive 3D Human Pose and Shape Estimation from Videos. ArXiv, 2021.
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers. ArXiv, 2021.
Binarized 3D Whole-body Human Mesh Recovery. ArXiv, 2023. [Code]
Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation. 3DV (Oral), 2018. [Code]
3D Human Motion Estimation via Motion Compression and Refinement. ACCV (Oral), 2020. [Page] [Code]
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data. NeurIPS, 2020.
Full-body motion capture for multiple closely interacting persons. CVM, 2020.
Learning 3D Human Shape and Pose from Dense Body Parts. TPAMI, 2020. [Page] [Code]
MeshLifter: Weakly Supervised Approach for 3D Human Mesh Reconstruction from a Single 2D Pose Based on Loop Structure. Sensors, 2020. [Code]
Parametric Shape Estimation of Human Body under Wide Clothing. ACM MM, 2020. [Code]
PoseNet3D: Learning Temporally Consistent 3D Human Pose via Knowledge Distillation. 3DV, 2020.
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos. AAAI, 2021.
Real-time RGBD-based Extended Body Pose Estimation. WACV, 2021. [Code]
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos. IJCV, 2021. [Page] [Code]
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation. TPAMI, 2022. [Page] [Code]
Scene-Aware 3D Multi-Human Motion Capture. Eurographics, 2023. [Page] [Code]
Video Inference for Human Mesh Recovery with Vision Transformer. IEEE Face and Gesture, 2023.
DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor. CVPR (Oral), 2018. [Page] [Code]
Video Based Reconstruction of 3D People Models. CVPR, 2018. [Page]
Learning to Reconstruct People in Clothing from a Single RGB Camera. CVPR, 2019. [Page] [Code]
SiCloPe: Silhouette-Based Clothed People. CVPR, 2019.
SimulCap : Single-View Human Performance Capture with Cloth Simulation. CVPR, 2019. [Page]
ARCH: Animatable Reconstruction of Clothed Humans. CVPR, 2020.
DeepCap: Monocular Human Performance Capture Using Weak Supervision. CVPR (Oral), 2020. [Page]
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion. CVPR, 2020. [Page] [Code]
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization. CVPR (Oral), 2020. [Page] [Code]
Robust 3D Self-portraits in Seconds. CVPR (Oral), 2020. [Page]
ChallenCap: Monocular 3D Capture of Challenging Human Performances using Multi-Modal References. CVPR, 2021.
Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors. CVPR (Oral), 2021. [Page]
Neural Deformation Graphs for Globally-consistent Non-rigid Reconstruction. CVPR (Oral), 2021. [Page]
POSEFusion:Pose-guided Selective Fusion for Single-view Human Volumetric Capture. CVPR (Oral), 2021. [Page]
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling. CVPR, 2021.
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks. CVPR (Oral), 2021. [Page] [Code]
SMPLicit: Topology-aware Generative Model for Clothed People. CVPR, 2021. [Page] [Code]
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision. CVPR, 2021. [Page] [Code]
Towards Real-World Category-level Articulation Pose Estimation. CVPR, 2021. [Page]
High-Fidelity Human Avatars from a Single RGB Camera. CVPR, 2022. [Page] [Code]
ICON: Implicit Clothed humans Obtained from Normals. CVPR, 2022. [Page] [Code]
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction. CVPR, 2022. [Page] [Code]
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence. CVPR, 2022. [Page] [Code]
SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video. CVPR (Oral), 2022. [Page] [Code]
ECON: Explicit Clothed humans Optimized via Normal integration. CVPR, 2023. [Page] [Code]
High-Fidelity Clothed Avatar Reconstruction from a Single Image. CVPR, 2023. [Page] [Code]
3DPeople: Modeling the Geometry of Dressed Humans. ICCV, 2019. [Page] [Code]
Multi-Garment Net: Learning to Dress 3D People from Images. ICCV, 2019. [Page]
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization. ICCV, 2019. [Page] [Code]
Tex2Shape: Detailed Full Human Body Geometry from a Single Image. ICCV, 2019. [Page] [Code]
ARCH++: Animation-Ready Clothed Human Reconstruction Revisited. ICCV, 2021.
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing. ICCV, 2021. [Page]
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction. ECCV (Oral), 2020. [Page] [Code]
Monocular Real-Time Volumetric Performance Capture. ECCV, 2020. [Page] [Code]
NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image. ECCV, 2020. [Page]
Reconstructing NBA Players. ECCV, 2020. [Page] [Code]
RobustFusion: Human Volumetric Capture with Data-driven Visual Cues using a RGBD Camera. ECCV, 2020.
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing. ECCV (Oral), 2020. [Page] [Code]
TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video. ECCV, 2020. [Page]
AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture. ECCV, 2022. [Page] [Code]
LiveCap: Real-time Human Performance Capture from Monocular Video. SIGGRAPH, 2019. [Page]
TightCap: 3D Human Shape Capture with Clothing Tightness Field. ToG, 2021. [Page] [Code]
Capturing and Animation of Body and Clothing from Monocular Video. SIGGRAPH Asia, 2022. [Page] [Code]
Deep Physics-aware Inference of Cloth Deformation for Monocular Human Performance Capture. ArXiv, 2020.
RIN: Textured Human Model Recovery and Imitation with a Single Image. ArXiv, 2020.
Capturing Detailed Deformations of Moving Human Bodies. ArXiv, 2021.
DSFN: Dynamic Surface Function Networks for Clothed Human Bodies. ArXiv, 2021. [Page] [Code]
DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras. ArXiv, 2021. [Page]
Total Scale: Face-to-Body Detail Reconstruction from Sparse RGBD Sensors. ArXiv, 2021.
HDHumans: A Hybrid Approach for High-fidelity Digital Humans. ArXiv, 2022.
PatchShading: High-Quality Human Reconstruction by PatchWarping and Shading Refinement. ArXiv, 2022.
gDNA: Towards Generative Detailed Neural Avatars. ArXiv, 2022. [Page]
Fast Generation of Realistic Virtual Humans. VRST, 2017. [Page]
Detailed Human Avatars from Monocular Video. 3DV, 2018. [Code]
3D Human Avatar Digitization from a Single Image. VRCAI, 2019.
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction. NeurIPS, 2020. [Code]
MonoClothCap: Towards Temporally Coherent Clothing Capture from Monocular RGB Video. 3DV, 2020.
MulayCap: Multi-layer Human Performance Capture Using A Monocular Video Camera. TVCG, 2020. [Page]
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction. TPAMI, 2020. [Page]
Realistic Virtual Humans from Smartphone Videos. VRST, 2020. [Page]
Detailed Avatar Recovery from Single Image. TPAMI, 2021.
Human Performance Capture from Monocular Video in the Wild. 3DV, 2021. [Page] [Code]
Image-Guided Human Reconstruction via Multi-Scale Graph Transformation Networks. TIP, 2021. [Page] [Code]
Geometry-aware Two-scale PIFu Representation for Human Reconstruction. NeurIPS, 2022.
ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction. ACM MM, 2022.
TotalSelfScan: Learning Full-body Avatars from Self-Portrait Videos of Faces, Hands, and Bodies. NeurIPS, 2022.
Learning the Depths of Moving People by Watching Frozen People. CVPR, 2019. [Page] [Code]
Self-Supervised Human Depth Estimation from Monocular Videos. CVPR, 2020. [Code]
Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging. CVPR, 2021. [Page] [Code]
Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos. CVPR (Oral), 2021. [Page] [Code]
A Neural Network for Detailed Human Depth Estimation from a Single Image. ICCV, 2019. [Code]
DressNet: High Fidelity Depth Estimation of Dressed Humans from a Single View Image. ArXiv, 2021.
3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. CVPR, 2018. [Page]
Learning Compositional Representation for 4D Captures with Neural ODE. CVPR (Oral), 2021. [Page] [Code]
Scene-aware Generative Network for Human Motion Synthesis. CVPR, 2021.
Synthesizing Long-Term 3D Human Motion and Interaction in 3D. CVPR, 2021. [Page] [Code]
Towards Accurate 3D Human Motion Prediction from Incomplete Observations. CVPR, 2021.
We are More than Our Joints: Predicting how 3D Bodies Move. CVPR, 2021. [Page]
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory. CVPR, 2022. [Code]
Tracking People by Predicting 3D Appearance, Location and Pose. CVPR, 2022. [Page] [Code]
Predicting 3D Human Dynamics from Video. ICCV, 2019. [Page] [Code]
Graph Constrained Data Representation Learning for Human Motion Segmentation. ICCV, 2021.
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction. ICCV, 2021. [Code]
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers. ICCV, 2021. [Code]
Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs. ICCV (Workshop), 2021. [Code]
Stochastic Scene-Aware Motion Prediction. ICCV, 2021. [Page] [Code]
Long-term Human Motion Prediction with Scene Context. ECCV (Oral), 2020. [Page] [Code]
Character Controllers using Motion VAEs. ToG, 2020. [Page] [Code]
Robust Motion In-betweening. SIGGRAPH, 2020. [Page]
Learning a Family of Motor Skills from a Single Motion Clip. SIGGRAPH, 2021. [Page] [Code]
A Causal Convolutional Neural Network for Motion Modeling and Synthesis. ArXiv, 2021.
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE. ArXiv, 2021. [Page]
DanceNet3D: Music Based Dance Generation with Parametric Motion Transformer. ArXiv, 2021. [Page] [Code]
Flow-based Autoregressive Structured Prediction of Human Motion. ArXiv, 2021.
Improving Human Motion Prediction Through Continual Learning. ArXiv, 2021.
Learn to Dance with AIST++: Music Conditioned 3D Dance Generation. ArXiv, 2021. [Page]
Learning Speech-driven 3D Conversational Gestures from Video. ArXiv, 2021.
Multi-level Motion Attention for Human Motion Prediction. ArXiv, 2021. [Code]
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure. ArXiv, 2021.
Single-Shot Motion Completion with Transformer. ArXiv, 2021. [Code]
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild. ArXiv, 2021. [Page]
Task-Generic Hierarchical Human Motion Prior using VAEs. ArXiv, 2021.
TrajeVAE - Controllable Human Motion Generation from Trajectories. ArXiv, 2021. [Page]
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction. ArXiv, 2022. [Page] [Code]
DualMotion: Global-to-Local Casual Motion Design for Character Animations. ArXiv, 2022.
GIMO: Gaze-Informed Human Motion Prediction in Context. ArXiv, 2022.
DanceAnyWay: Synthesizing Mixed-Genre 3D Dance Movements Through Beat Disentanglement. ArXiv, 2023.
Adversarial Refinement Network for Human Motion Prediction. ACCV, 2020.
Convolutional Autoencoders for Human Motion Infilling. 3DV, 2020.
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. AAAI, 2021. [Code]
GlocalNet: Class-aware Long-term Human Motion Synthesis. MACV, 2021.
Multi-Person 3D Motion Prediction with Multi-Range Transformers. NeurIPS, 2021. [Page]
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction. TIP, 2021.
Tracking People with 3D Representations. NeurIPS, 2021. [Page] [Code]
MUGL: Large Scale Multi Person Conditional Action Generation with Locomotion. WACV, 2022. [Page] [Code]
Holistic 3D Human and Scene Mesh Estimation from Single View Images. CVPR, 2021.
Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors. CVPR, 2021. [Page]
Populating 3D Scenes by Learning Human-Scene Interaction. CVPR, 2021. [Page] [Code]
BEHAVE: Dataset and Method for Tracking Human Object Interactions. CVPR, 2022. [Page] [Code]
Resolving 3D Human Pose Ambiguities with 3D Scene Constraints. ICCV, 2019. [Page] [Code]
Gravity-Aware Monocular 3D Human-Object Reconstruction. ICCV, 2021. [Page] [Code]
GRAB: A Dataset of Whole-Body Human Grasping of Objects. ECCV, 2020. [Page] [Code]
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild. ECCV, 2020. [Page] [Code]
CHORE: Contact, Human and Object REconstruction from a single RGB image. ECCV, 2022. [Page] [Code]
FLEX: Full-Body Grasping Without Full-Body Grasps. ArXiv, 2022. [Page] [Code]
RobustFusion: Robust Volumetric Performance Reconstruction under Human-object Interactions from Monocular RGBD Stream. TPAMI, 2021.
Soft Walks: Real-Time, Two-Ways Interaction between a Character and Loose Grounds. Eurographics, 2021.
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction. GCPR, 2022. [Page] [Code]
A Deep Emulator for Secondary Motion of 3D Characters. CVPR (Oral), 2021. [Page]
Flow Guided Transformable Bottleneck Networks for Motion Retargeting. CVPR, 2021.
Contact-Aware Retargeting of Skinned Motion. ICCV, 2021.
RigNet: Neural Rigging for Articulated Characters. SIGGRAPH, 2020. [Page] [Code]
Skeleton-Aware Networks for Deep Motion Retargeting. SIGGRAPH, 2020. [Page] [Code]
Learning Skeletal Articulations With Neural Blend Shapes. SIGGRAPH, 2021. [Page] [Code]
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. ArXiv, 2020.
UniCon: Universal Neural Controller For Physics-based Character Motion. ArXiv, 2020. [Page]
Predicting Animation Skeletons for 3D Articulated Models via Volumetric Nets. 3DV (Oral), 2019. [Page] [Code]
Functionality-Driven Musculature Retargeting. CGF, 2020. [Page] [Code]
Motion Retargetting based on Dilated Convolutions and Skeleton-specific Loss Functions. Eurographics, 2020. [Page] [Code]
HeterSkinNet: A Heterogeneous Network for Skin Weights Prediction. I3D, 2021.
Temporal Parameter-free Deep Skinning of Animated Meshes. CGI, 2021. [Page]
SNUG: Self-Supervised Neural Dynamic Garments. CVPR (Oral), 2020. [Page] [Code]
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style. CVPR (Oral), 2020. [Page] [Code]
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On. CVPR, 2021. [Page]
Registering Explicit to Implicit: Towards High-Fidelity Garment Mesh Reconstruction from Single Images. CVPR, 2022. [Page] [Code]
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos. CVPR, 2023. [Page] [Code]
DeepWrinkles: Accurate and Realistic Clothing Modeling. ECCV (Oral), 2018.
BCNet: Learning Body and Cloth Shape from a Single Image. ECCV, 2020. [Code]
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single-view Images. ECCV (Oral), 2020. [Page]
3D Clothed Human Reconstruction in the Wild. ECCV, 2022. [Code]
Wallpaper Pattern Alignment along Garment Seams. SIGGRAPH, 2019. [Page]
P-Cloth: Interactive Complex Cloth Simulation on Multi-GPU Systems using Dynamic Matrix Assembly and Pipelined Implicit Integrators. SIGGRAPH Asia, 2020. [Page] [Code]
Dynamic Neural Garments. SIGGRAPH Asia, 2021. [Page] [Code]
Motion Guided Deep Dynamic 3D Garments. SIGGRAPH Asia, 2022. [Page] [Code]
Neural Cloth Simulation. SIGGRAPH Asia, 2022. [Page] [Code]
DeepCloth: Neural Garment Representation for Shape and Style Editing. ArXiv, 2020. [Page]
Physically Based Neural Simulator for Garment Animation. ArXiv, 2020.
3D Custom Fit Garment Design with Body Movement. ArXiv, 2021.
Deep Deformation Detail Synthesis for Thin Shell Models. ArXiv, 2021.
Detail-aware Deep Clothing Animations Infused with Multi-source Attributes. ArXiv, 2021.
DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact. ArXiv, 2021.
Example-based Real-time Clothing Synthesis for Virtual Agents. ArXiv, 2021.
Neural 3D Clothes Retargeting from a Single Image. ArXiv, 2021.
Robust 3D Garment Digitization from Monocular 2D Images for 3D Virtual Try-On Systems. ArXiv, 2021.
Learning-Based Animation of Clothing for Virtual Try-On. Eurographics, 2019. [Page] [Code]
Reflection Symmetry in Textured Sewing Patterns. VMV, 2019. [Page]
Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On. SCA, 2020. [Page]
Garment4D: Garment Reconstruction from Point Cloud Sequences. NeurIPS, 2021. [Page] [Code]
DIG: Draping Implicit Garment over the Human Body. ACCV, 2022. [Page] [Code]
N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks. Eurographics, 2022. [Page]
PERGAMO: Personalized 3D Garments from Monocular Video. SCA, 2022. [Page] [Code]
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On. NeurIPS, 2022. [Page]
Multi-view Neural Human Rendering. CVPR, 2020. [Page] [Code]
D-NeRF: Neural Radiance Fields for Dynamic Scenes. CVPR, 2021. [Page]
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans. CVPR, 2021. [Page] [Code]
NeuralHumanFVV: Real-Time Neural Volumetric Human Performance Rendering using RGB Cameras. CVPR, 2021.
StylePeople: A Generative Model of Fullbody Human Avatars. CVPR, 2021. [Page] [Code]
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering. CVPR, 2022. [Page]
HumanNeRF: Generalizable Neural Human Radiance Field from Sparse Inputs. CVPR, 2022. [Page] [Code]
Structured Local Radiance Fields for Human Avatar Modeling. CVPR, 2022. [Page]
Animatable Neural Implicit Surfaces for Creating Avatars from Videos. ICCV, 2021. [Page] [Code]
Rotationally-Temporally Consistent Novel-View Synthesis of Human Performance Video. ECCV, 2020. [Code]
NeuMan: Neural Human Radiance Field from a Single Video. ECCV, 2022. [Code]
Editable Free-viewpoint Video Using a Layered Neural Representation. SIGGRAPH, 2021. [Page]
Human Performance Modeling and Rendering via Neural Animated Mesh. SIGGRAPH Asia, 2022. [Page] [Code]
ANR: Articulated Neural Rendering for Virtual Avatars. ArXiv, 2020. [Page]
Vid2Actor: Free-viewpoint Animatable Person Synthesis from Video in the Wild. ArXiv, 2020. [Page]
A-NeRF: Surface-free Human 3D Pose Refinement via Neural Rendering. ArXiv, 2021. [Page]
Animatable Neural Radiance Fields for Human Body Modeling. ArXiv, 2021. [Page] [Code]
Efficient Neural Radiance Fields with Learned Depth-Guided Sampling. ArXiv, 2021. [Page]
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos. ArXiv, 2021.
Human View Synthesis using a Single Sparse RGB-D Input. ArXiv, 2021. [Page]
LookinGood^π: Real-time Person-independent Neural Re-rendering for High-quality Human Performance Capture. ArXiv, 2021.
MoCo-Flow: Neural Motion Consensus Flow for Dynamic Humans in Stationary Monocular Cameras. ArXiv, 2021.
Neural Actor: Neural Free-view Synthesis of Human Actors with Pose Control. ArXiv, 2021.
Neural Articulated Radiance Field. ArXiv, 2021. [Code]
Neural Free-Viewpoint Performance Rendering under Complex Human-object Interactions. ArXiv, 2021.
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering. ArXiv, 2021. [Page]
HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video. ArXiv, 2022. [Page]
InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds. ArXiv, 2022. [Page] [Code]
RANA: Relightable Articulated Neural Avatars. ArXiv, 2022. [Page]
UV Volumes for Real-time Rendering of Editable Free-view Human Performance. ArXiv, 2022. [Page] [Code]
Neural3D: Light-weight Neural Portrait Scanning via Context-aware Correspondence Learning. ACM MM, 2020.
SMPLpix: Neural Avatars from 3D Human Models. WACV, 2020. [Page] [Code]
Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces. 3DV, 2022.
HUMBI: A Large Multiview Dataset of Human Body Expressions. CVPR, 2020. [Page] [Code]
Object-Occluded Human Shape and Pose Estimation from a Single Color Image. CVPR, 2020. [Page] [Code]
AGORA: Avatars in Geography Optimized for Regression Analysis. CVPR, 2021. [Page]
BABEL: Bodies, Action and Behavior with English Labels. CVPR, 2021. [Page]
Reconstructing 3D Human Pose by Watching Humans in the Mirror. CVPR (Oral), 2021. [Page] [Code]
BEHAVE: Dataset and Method for Tracking Human Object Interactions. CVPR, 2022. [Page] [Code]
3DPeople: Modeling the Geometry of Dressed Humans. ICCV, 2019. [Page] [Code]
AMASS: Archive of Motion Capture as Surface Shapes. ICCV, 2019. [Page] [Code]
3DPW: Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera. ECCV, 2018. [Page]
Full-Body Awareness from Partial Observations. ECCV, 2020. [Page] [Code]
Motion Capture from Internet Videos. ECCV (Oral), 2020. [Page] [Code]
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling. ECCV (Oral), 2022. [Page]
3DBodyTex: Textured 3D Body Dataset. 3DV, 2018. [Page]
SMPLy Benchmarking 3D Human Pose Estimation in the Wild. 3DV (Oral), 2020. [Page]