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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Bibliographic Details

Published in:	IEEE transactions on biometrics, behavior, and identity science Vol. 4; no. 2; pp. 234 - 248
Main Authors:	Li, Xiang, Makihara, Yasushi, Xu, Chi, Yagi, Yasushi
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.04.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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 Access:	Get full text
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