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
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors	Feb 9, 2023	DiversityHuman motion prediction	CodeCode Available	1
HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting	Jan 1, 2023	Human Pose ForecastingPose Estimation	CodeCode Available	0
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction	Nov 25, 2022	DiversityHuman motion prediction	CodeCode Available	1
A generic diffusion-based approach for 3D human pose prediction in the wild	Oct 11, 2022	DenoisingHuman Pose Forecasting	CodeCode Available	1
Contact-aware Human Motion Forecasting	Oct 8, 2022	Human Pose ForecastingMotion Forecasting	CodeCode Available	1
SoMoFormer: Multi-Person Pose Forecasting with Transformers	Aug 30, 2022	Human Pose Forecastingmotion prediction	CodeCode Available	1
Pose Forecasting in Industrial Human-Robot Collaboration	Jul 24, 2022	Human Pose Forecasting	CodeCode Available	1
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space	Jul 15, 2022	DiversityHuman motion prediction	CodeCode Available	1
Back to MLP: A Simple Baseline for Human Motion Prediction	Jul 4, 2022	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
MotionMixer: MLP-based 3D Human Body Pose Forecasting	Jul 1, 2022	Human Pose Forecasting	CodeCode Available	1
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction	Mar 30, 2022	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
Intention-based Long-Term Human Motion Anticipation	Dec 1, 2021	DiversityHuman Pose Forecasting	CodeCode Available	0
Space-Time-Separable Graph Convolutional Network for Pose Forecasting	Oct 9, 2021	Human Pose ForecastingSTS	CodeCode Available	1
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
Robust Motion In-betweening	Feb 9, 2021	Human Pose Forecastingmotion in-betweening	CodeCode Available	2
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction	Mar 18, 2020	DiversityHuman motion prediction	CodeCode Available	1
Imitation Learning for Human Pose Prediction	Sep 8, 2019	Deep Reinforcement LearningHuman Pose Forecasting	—Unverified	0
Learning Trajectory Dependencies for Human Motion Prediction	Aug 15, 2019	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
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
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective	Jun 20, 2018	Human Pose Forecasting	CodeCode Available	0

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