Human Pose Forecasting

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

( Image credit: EgoPose )

Papers

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Showing 26–50 of 58 papers

Title	Date	Tasks	Status	Hype
Generating Smooth Pose Sequences for Diverse Human Motion Prediction	Aug 19, 2021	DiversityHuman motion prediction	CodeCode Available	1
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction	Aug 16, 2021	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction	Mar 18, 2020	DiversityHuman motion prediction	CodeCode Available	1
Learning Trajectory Dependencies for Human Motion Prediction	Aug 15, 2019	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders	Nov 8, 2016	ClusteringHuman Pose Forecasting	CodeCode Available	1
EgoCast: Forecasting Egocentric Human Pose in the Wild	Dec 3, 2024	Human Pose ForecastingMotion Estimation	—Unverified	0
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
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
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
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction	Aug 31, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	0
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis	Aug 14, 2023	Human Pose ForecastingMotion Synthesis	—Unverified	0
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
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
HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting	Jan 1, 2023	Human Pose ForecastingPose Estimation	CodeCode Available	0
Intention-based Long-Term Human Motion Anticipation	Dec 1, 2021	DiversityHuman Pose Forecasting	CodeCode Available	0
Imitation Learning for Human Pose Prediction	Sep 8, 2019	Deep Reinforcement LearningHuman Pose Forecasting	—Unverified	0
Diverse Trajectory Forecasting with Determinantal Point Processes	Jul 11, 2019	Autonomous VehiclesDiversity	—Unverified	0
Ego-Pose Estimation and Forecasting as Real-Time PD Control	Jun 7, 2019	Egocentric Pose EstimationHuman Pose Forecasting	CodeCode Available	0
Action-Agnostic Human Pose Forecasting	Oct 23, 2018	Human DynamicsHuman Pose Forecasting	CodeCode Available	0
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics	Aug 14, 2018	Human DynamicsHuman Pose Forecasting	CodeCode Available	0
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation	Jul 26, 2018	Human Pose ForecastingImage to Video Generation	CodeCode Available	0

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