Human Pose Forecasting
Human pose forecasting is the task of detecting and predicting future human poses.
( Image credit: EgoPose )
Leaderboards
| TREND | DATASET | BEST METHOD | PAPER TITLE | PAPER | CODE | COMPARE |
|---|---|---|---|---|---|---|
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Greatest papers with code
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.
SOTA for Human Pose Forecasting on Human3.6M
Ego-Pose Estimation and Forecasting as Real-Time PD Control
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
• eddyhkchiu/pose_forecast_wacv
• 
In this paper, we propose a new action-agnostic method for short- and long-term human pose forecasting.
#3 best model for
Human Pose Forecasting
on Human3.6M
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.
#4 best model for
Skeleton Based Action Recognition
on CAD-120