Human Pose Forecasting

Human pose forecasting is the task of detecting and predicting future human poses.

( Image credit: EgoPose )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–25 of 58 papers

Title	Date	Tasks	Status	Hype
MotionMap: Representing Multimodality in Human Pose Forecasting	Dec 25, 2024	Human Pose Forecasting	CodeCode Available	1
EgoCast: Forecasting Egocentric Human Pose in the Wild	Dec 3, 2024	Human Pose ForecastingMotion Estimation	—Unverified	0
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning	Apr 8, 2024	Human Pose Forecasting	CodeCode Available	1
Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset	Mar 21, 2024	3D Human Pose EstimationHuman Pose Forecasting	—Unverified	0
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting	Feb 21, 2024	Autonomous DrivingHuman motion prediction	CodeCode Available	1
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction	Dec 19, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
Expressive Forecasting of 3D Whole-body Human Motions	Dec 19, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1
Personalized Pose Forecasting	Dec 6, 2023	Human Pose ForecastingMotion Forecasting	—Unverified	0
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling	Oct 11, 2023	Human Pose Forecasting	—Unverified	0
Scene-aware Human Motion Forecasting via Mutual Distance Prediction	Oct 1, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1
Staged Contact-Aware Global Human Motion Forecasting	Sep 16, 2023	Human Pose ForecastingMotion Estimation	CodeCode Available	0
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations	Sep 9, 2023	Human Pose Forecasting	—Unverified	0
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion	Aug 31, 2023	3D Human DynamicsHuman Dynamics	CodeCode Available	2
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction	Aug 31, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	0
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction	Aug 17, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis	Aug 14, 2023	Human Pose ForecastingMotion Synthesis	—Unverified	0
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction	Jul 30, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection	Jul 14, 2023	2D Human Pose EstimationAnomaly Detection	CodeCode Available	1
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction	May 19, 2023	DisentanglementDiversity	—Unverified	0
Towards Accurate Human Motion Prediction via Iterative Refinement	May 8, 2023	Human motion predictionHuman Pose Forecasting	—Unverified	0
Toward Reliable Human Pose Forecasting with Uncertainty	Apr 13, 2023	Human Pose Forecasting	CodeCode Available	1
Best Practices for 2-Body Pose Forecasting	Apr 12, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1
Multi-Graph Convolution Network for Pose Forecasting	Apr 11, 2023	Human Pose ForecastingPose Prediction	—Unverified	0
Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction	Apr 7, 2023	Human motion predictionHuman Pose Forecasting	—Unverified	0
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning	Mar 20, 2023	Human Pose Forecastingmotion prediction	CodeCode Available	1

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