3D Human Pose Tracking
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Benchmarks
Panoptic
Most implemented
Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer
Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking
Iterative Greedy Matching for 3D Human Pose Tracking from Multiple Views
Papers
A Real-Time Human Pose Measurement System for Human-In-The-Loop Dynamic Simulators
The possibility of achieving real-time evaluation of human pose enables the ability to control robotic platforms based on user’s pose (or even on user’s inertial properties) in Human-In-The-Loop simulators, for sports an…
3D Human Pose Estimation3D Human Pose Tracking3D ReconstructionPose EstimationUncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting
Hand trajectory forecasting from egocentric views is crucial for enabling a prompt understanding of human intentions when interacting with AR/VR systems. However, existing methods handle this problem in a 2D image space …
3D Human Pose TrackingTrajectory ForecastingTrajectory PredictionVisual Prompt TuningMarkerless 3D human pose tracking through multiple cameras and AI: Enabling high accuracy, robustness, and real-time performance
Tracking 3D human motion in real-time is crucial for numerous applications across many fields. Traditional approaches involve attaching artificial fiducial objects or sensors to the body, limiting their usability and com…
3D Human Pose TrackingPose EstimationPose TrackingHighly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer
Event camera, as an asynchronous vision sensor capturing scene dynamics, presents new opportunities for highly efficient 3D human pose tracking. Existing approaches typically adopt modern-day Artificial Neural Networks (…
3D Human Pose Estimation3D Human Pose TrackingPose EstimationPose Tracking3D Human Pose Estimation for Free-form Activity Using WiFi Signals
WiFi human sensing has become increasingly attractive in enabling emerging human-computer interaction applications. The corresponding technique has gradually evolved from the classification of multiple activity types to …
3D Human Pose Estimation3D Human Pose TrackingFormPose Estimation+1Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking
This paper introduces an approach for multi-human 3D pose estimation and tracking based on calibrated multi-view. The main challenge lies in finding the cross-view and temporal correspondences correctly even when several…
3D Human Pose Estimation3D Human Pose Tracking3D Multi-Person Human Pose Estimation3D Pose Estimation+2