Monocular 3D Human Pose Estimation

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

Papers

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Showing 1–25 of 101 papers

Title	Date	Tasks	Status	Hype
MotionBERT: A Unified Perspective on Learning Human Motion Representations	Oct 12, 2022	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	3
TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation	Jan 3, 2025	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	2
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model	Aug 7, 2024	3D Human Pose EstimationLong-range modeling	CodeCode Available	2
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation	Mar 31, 2024	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	2
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network	Oct 25, 2023	3D Human Pose EstimationClassification	CodeCode Available	2
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video	Mar 2, 2022	3D Human Pose EstimationClassification	CodeCode Available	2
ICON: Implicit Clothed humans Obtained from Normals	Dec 16, 2021	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	2
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser	Mar 7, 2024	3D Human Pose EstimationDisentanglement	CodeCode Available	1
3D-LFM: Lifting Foundation Model	Dec 19, 2023	3D Facial Landmark Localization3D Hand Pose Estimation	CodeCode Available	1
Double-chain Constraints for 3D Human Pose Estimation in Images and Videos	Aug 10, 2023	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Sampling is Matter: Point-guided 3D Human Mesh Reconstruction	Apr 19, 2023	3D Hand Pose Estimation3D Human Pose Estimation	CodeCode Available	1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field Registration	Apr 10, 2023	2D Human Pose Estimation3D Human Pose Estimation	CodeCode Available	1
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation	Mar 21, 2023	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	1
3D Human Pose and Shape Estimation via HybrIK-Transformer	Feb 9, 2023	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
GFPose: Learning 3D Human Pose Prior with Gradient Fields	Dec 16, 2022	3D Human Pose EstimationDenoising	CodeCode Available	1
DiffPose: Toward More Reliable 3D Pose Estimation	Nov 30, 2022	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	1
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers	Oct 12, 2022	2D Pose Estimation3D Human Pose Estimation	CodeCode Available	1
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation	Aug 7, 2022	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Capturing and Inferring Dense Full-Body Human-Scene Contact	Jun 20, 2022	4kContact Detection	CodeCode Available	1
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video	May 2, 2022	3D Human Pose Estimation3D Multi-Person Pose Estimation	CodeCode Available	1
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization	Mar 22, 2022	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation	Mar 15, 2022	3D Human Pose EstimationDenoising	CodeCode Available	1
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders	Aug 19, 2021	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation	Jul 29, 2021	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows	Jul 29, 2021	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1

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