Multi-View Large Population Gait Database With Human Meshes and Its Performance Evaluation

Existing model-based gait databases provide the 2D poses (i.e., joint locations) extracted by general pose estimators as the human model. However, these 2D poses suffer from information loss and are of relatively low quality. In this paper, we consider a more informative 3D human mesh model with par...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on biometrics, behavior, and identity science Jg. 4; H. 2; S. 234 - 248
Hauptverfasser:	Li, Xiang, Makihara, Yasushi, Xu, Chi, Yagi, Yasushi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.04.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Asynchronous multi-view sequences Finite element method gait database Gait recognition Human performance Performance evaluation Shape Skeleton Solid modeling Three dimensional models Three-dimensional displays three-dimensional human pose/shape estimation Videos
ISSN:	2637-6407, 2637-6407
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!