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...

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Vydáno v:	IEEE transactions on biometrics, behavior, and identity science Ročník 4; číslo 2; s. 234 - 248
Hlavní autoři:	Li, Xiang, Makihara, Yasushi, Xu, Chi, Yagi, Yasushi
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.04.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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