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	Score
Scene-aware Human Motion Forecasting via Mutual Distance Prediction	Oct 1, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1	5
SoMoFormer: Multi-Person Pose Forecasting with Transformers	Aug 30, 2022	Human Pose Forecastingmotion prediction	CodeCode Available	1	5
Space-Time-Separable Graph Convolutional Network for Pose Forecasting	Oct 9, 2021	Human Pose ForecastingSTS	CodeCode Available	1	5
Toward Reliable Human Pose Forecasting with Uncertainty	Apr 13, 2023	Human Pose Forecasting	CodeCode Available	1	5
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	5
Staged Contact-Aware Global Human Motion Forecasting	Sep 16, 2023	Human Pose ForecastingMotion Estimation	CodeCode Available	0	5
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction	Aug 31, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	0	5
Action-Agnostic Human Pose Forecasting	Oct 23, 2018	Human DynamicsHuman Pose Forecasting	CodeCode Available	0	5
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics	Aug 14, 2018	Human DynamicsHuman Pose Forecasting	CodeCode Available	0	5
Ego-Pose Estimation and Forecasting as Real-Time PD Control	Jun 7, 2019	Egocentric Pose EstimationHuman Pose Forecasting	CodeCode Available	0	5
On human motion prediction using recurrent neural networks	May 6, 2017	Human motion predictionHuman Pose Forecasting	CodeCode Available	0	5
Structural-RNN: Deep Learning on Spatio-Temporal Graphs	Nov 17, 2015	Deep LearningHuman Pose Forecasting	CodeCode Available	0	5
Intention-based Long-Term Human Motion Anticipation	Dec 1, 2021	DiversityHuman Pose Forecasting	CodeCode Available	0	5
Convolutional Sequence to Sequence Model for Human Dynamics	May 2, 2018	DecoderHuman Dynamics	CodeCode Available	0	5
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation	Jul 26, 2018	Human Pose ForecastingImage to Video Generation	CodeCode Available	0	5
HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting	Jan 1, 2023	Human Pose ForecastingPose Estimation	CodeCode Available	0	5
HP-GAN: Probabilistic 3D human motion prediction via GAN	Nov 27, 2017	Autonomous VehiclesHuman motion prediction	CodeCode Available	0	5
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective	Jun 20, 2018	Human Pose Forecasting	CodeCode Available	0	5
The Pose Knows: Video Forecasting by Generating Pose Futures	Apr 28, 2017	Human Pose ForecastingVideo Forecasting	CodeCode Available	0	5
Imitation Learning for Human Pose Prediction	Sep 8, 2019	Deep Reinforcement LearningHuman Pose Forecasting	—Unverified	0	0
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations	Sep 9, 2023	Human Pose Forecasting	—Unverified	0	0
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis	Aug 14, 2023	Human Pose ForecastingMotion Synthesis	—Unverified	0	0
Recurrent Network Models for Human Dynamics	Aug 2, 2015	DecoderHuman Dynamics	—Unverified	0	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	0
Multi-Graph Convolution Network for Pose Forecasting	Apr 11, 2023	Human Pose ForecastingPose Prediction	—Unverified	0	0

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