[ICCV 2021, Oral] PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
3d-human-pose smpl 3d-human-shape-and-pose-estimation human-mesh-recovery human-model-reconstruction
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human-mesh-recovery
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[CVPR25 Oral (Top 3.3%)] Official code for paper "Reconstructing Humans with a Biomechanically Accurate Skeleton".
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[NeurIPS 2024] Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
tensorflow pytorch 3d-human-mesh 3d-human-shape-and-pose-estimation human-mesh-recovery human-mesh-reconstruction 3d-human-pose-estimation
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Pytorch demo code and models for Multi-HMR
3d-reconstruction 3d-pose smpl-x multi-person-pose-estimation single-shot multi-person-3d-mesh-recovery human-mesh-recovery
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[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427
computer-vision depth-estimation age-estimation imbalanced-learning imbalanced-regression human-mesh-recovery
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[CVPR 2022 Oral] Official PyTorch Implementation of "GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras”.
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The official PyTorch code for RoHM: Robust Human Motion Reconstruction via Diffusion.
diffusion 3d-vision 3d-human-shape-and-pose-estimation human-mesh-recovery motion-prior human-motion-reconstruction
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[TPAMI 2023] Recovering 3D Human Mesh from Monocular Images: A Survey
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🏂 Training-Free Human Mesh Recovery from Videos, based on SAM-3, Diffusion-VAS, and SAM-3D-Body.
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[TPAMI 2023] PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
smplx human-mesh-recovery full-body-mesh-recovery full-body-motion-capture monocular-human-mesh-recovery
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[TPAMI 2020] Learning 3D Human Shape and Pose from Dense Body Parts
smpl 3d-human-shape-and-pose-estimation 3d-human-reconstruction human-mesh-recovery densepose-to-smpl
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Fast SAM 3D Body: Accelerating SAM 3D Body for Real-Time Full-Body Human Mesh Recovery
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PyTorch code for EgoHMR (ICCV 2023): Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views
motion-capture pose-estimation 3d-vision 3d-human-pose diffusion-model human-scene-interaction human-mesh-recovery egocentric-vision egohmr
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Official PyTorch implementation of BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation (CVPR 2025). BLADE tackles close-range human mesh recovery where perspective distortion is strongest, and solves for camera pose and focal length in addition to SMPL(-X) parameters.
deep-learning pytorch human-pose-estimation depth-estimation camera-pose-estimation synthetic-dataset-generation smpl human-segmentation camera-parameters smplx pytorch3d human-mesh-recovery perspective-distortions perspective-distortion human-mesh-reconstruction focal-length-estimation human-datasets close-range-hmr close-range-human-pose-estimation
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The official repository of the paper "Learnable SMPLify: A Neural Solution for Optimization-Free Human Pose Inverse Kinematics"
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Official PyTorch Implementation of "Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models", ICCV 2023 CV4Metaverse Workshop
computer-vision computer-graphics virtual-reality generative-model human-pose-estimation metaverse 3d-reconstruction diffusion pose-estimation generative-models virtual-humans diffusion-model diffusion-models human-mesh-recovery generative-ai
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Official code of ICASSP 2023 paper "GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Reconstruction from a 2D Pose"
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[ICCV 2025] Official code of "PersPose: 3D Human Pose Estimation with Perspective Encoding and Perspective Rotation"
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[NeurIPS 2024] OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
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Official repo of "DiffProxy: Multi-View Human Mesh Recovery via Diffusion-Generated Dense Proxies“
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