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Human Pose Forecasting

4 papers with code · Computer Vision
Subtask of Pose Estimation

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

( Image credit: EgoPose )

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Learning Trajectory Dependencies for Human Motion Prediction

ICCV 2019 wei-mao-2019/LearnTrajDep

In this paper, we propose a simple feed-forward deep network for motion prediction, which takes into account both temporal smoothness and spatial dependencies among human body joints.

HUMAN POSE FORECASTING MOTION CAPTURE MOTION PREDICTION

Ego-Pose Estimation and Forecasting as Real-Time PD Control

ICCV 2019 Khrylx/EgoPose

We propose the use of a proportional-derivative (PD) control based policy learned via reinforcement learning (RL) to estimate and forecast 3D human pose from egocentric videos.

EGOCENTRIC POSE ESTIMATION HUMAN POSE FORECASTING MOTION CAPTURE

Action-Agnostic Human Pose Forecasting

23 Oct 2018eddyhkchiu/pose_forecast_wacv

In this paper, we propose a new action-agnostic method for short- and long-term human pose forecasting.

HUMAN DYNAMICS HUMAN POSE FORECASTING

Structural-RNN: Deep Learning on Spatio-Temporal Graphs

CVPR 2016 zhaolongkzz/human_motion

The proposed method is generic and principled as it can be used for transforming any spatio-temporal graph through employing a certain set of well defined steps.

HUMAN POSE FORECASTING SKELETON BASED ACTION RECOGNITION