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Monocular 3D Human Pose Estimation

This task targets at 3D human pose estimation with a single RGB camera.

Papers

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Showing 1–50 of 101 papers

TitleStatusHype
Systematic Comparison of Projection Methods for Monocular 3D Human Pose Estimation on Fisheye Images—0
PoseGRAF: Geometric-Reinforced Adaptive Fusion for Monocular 3D Human Pose EstimationCode0
Dual-stream Transformer-GCN Model with Contextualized Representations Learning for Monocular 3D Human Pose EstimationCode0
TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose EstimationCode2
GenHMR: Generative Human Mesh Recovery—0
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space ModelCode2
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation—0
Di^2Pose: Discrete Diffusion Model for Occluded 3D Human Pose Estimation—0
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose EstimationCode2
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal DenoiserCode1
Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion FrameworkCode0
3D-LFM: Lifting Foundation ModelCode1
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose EstimationCode0
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency—0
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer NetworkCode2
Double-chain Constraints for 3D Human Pose Estimation in Images and VideosCode1
Sampling is Matter: Point-guided 3D Human Mesh ReconstructionCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional AttentionCode0
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis AggregationCode1
3D Human Pose and Shape Estimation via HybrIK-TransformerCode1
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations—0
GFPose: Learning 3D Human Pose Prior with Gradient FieldsCode1
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelCode0
DiffPose: Toward More Reliable 3D Pose EstimationCode1
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models—0
MotionBERT: A Unified Perspective on Learning Human Motion RepresentationsCode3
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting TransformersCode1
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose EstimationCode1
Capturing and Inferring Dense Full-Body Human-Scene ContactCode1
Dual networks based 3D Multi-Person Pose Estimation from Monocular VideoCode1
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation—0
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localizationCode1
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose EstimationCode1
Real-Time Hybrid Mapping of Populated Indoor Scenes using a Low-Cost Monocular UAV—0
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in VideoCode2
ICON: Implicit Clothed humans Obtained from NormalsCode2
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule AutoencodersCode1
Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose EstimationCode1
Probabilistic Monocular 3D Human Pose Estimation with Normalizing FlowsCode1
SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency—0
Heuristic Weakly Supervised 3D Human Pose EstimationCode0
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network—0
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose DataCode0
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting—0
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose EstimationCode1
3D Human Pose Estimation with Spatial and Temporal TransformersCode1
Towards Alleviating the Modeling Ambiguity of Unsupervised Monocular 3D Human Pose Estimation—0
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