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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 1–10 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

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