Real-time RGBD-based Extended Body Pose Estimation

We present a system for real-time RGBD-based estimation of 3D human pose. We use parametric 3D deformable human mesh model (SMPL-X) as a representation and focus on the real-time estimation of parameters for the body pose, hands pose and facial expression from Kinect Azure RGB-D camera. We train est...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2021-03
Hauptverfasser:	Bashirov, Renat, Ianina, Anastasia, Iskakov, Karim, Kononenko, Yevgeniy, Strizhkova, Valeriya, Lempitsky, Victor, Vakhitov, Alexander
Format:	Artikel
Sprache:	eng
Schlagworte:	Cameras Datasets Estimators Extractors Finite element method Formability Mathematical models Motion capture Optimization Parameter estimation Real time Three dimensional models
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!