Modeling 3D human body with a smart vest

doi:10.1016/j.cag.2018.07.005

	Modeling 3D human body with a smart vest
	Xu, Haocan 1; Li, Jituo 1; Lu, Guodong 1; Deng, Haijin 1; Zhang, Dongliang 2; Ye, Juntao3
发表期刊	COMPUTERS & GRAPHICS-UK
ISSN	0097-8493
	2018-10-01
卷号	75 页码:44-58
通讯作者	Li, Jituo(jituo_li@zju.edu.cn)
摘要	A novel human body reconstruction method based on measuring human body feature curves is proposed in this paper. Feature curves reflecting the cross section shape of human body are obtained by reconstructing the shapes of flexible tapes on an easy-to-operate smart vest that is dressed on the user. These tapes are specially marked to make the length of curves and spatial position on each marker perceptible, when the user rotates in front of a binocular stereo system. Taking these perceived geometric information as the input, precise feature curves are computed by solving a constrained optimization function. Individual human model is then generated by mapping the feature curves onto human shape space based on a multilayer neural network. Comparative experiments prove that our approach provides a low-costs way to reconstruct human models with competitive geometric precision (about 8mm point-to-point distance). Our approach can be potentially applied in many human body related product industries. (C) 2018 Elsevier Ltd. All rights reserved.
关键词	3D human body modeling Feature curve Neural network Smart vest
DOI	10.1016/j.cag.2018.07.005
关键词[WOS]	FAST CAPTURE ; SHAPE ; RECONSTRUCTION ; ANIMATION ; GARMENTS ; CAMERAS ; KINECTS ; AVATAR ; POSE
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[51575481] ; National Natural Science Foundation of China[61732015] ; National Natural Science Foundation of China[61472355] ; National Natural Science Foundation of China[61379096] ; Zhejiang Provincial Natural Science Foundation of China[LY18F020004] ; National Program on Key Basic Research Project[2015CB058103] ; National Natural Science Foundation of China[51575481] ; National Natural Science Foundation of China[61732015] ; National Natural Science Foundation of China[61472355] ; National Natural Science Foundation of China[61379096] ; Zhejiang Provincial Natural Science Foundation of China[LY18F020004] ; National Program on Key Basic Research Project[2015CB058103]
项目资助者	National Natural Science Foundation of China ; Zhejiang Provincial Natural Science Foundation of China ; National Program on Key Basic Research Project
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering
WOS记录号	WOS:000447100400008
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/28148
专题	多模态人工智能系统全国重点实验室_多媒体计算
通讯作者	Li, Jituo
作者单位	1.Zhejiang Univ, Sch Mech Engn, Inst Design Engn, Hangzhou 310027, Zhejiang, Peoples R China 2.Zhejiang Univ, Int Design Inst, Hangzhou 310058, Zhejiang, Peoples R China 3.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Xu, Haocan,Li, Jituo,Lu, Guodong,et al. Modeling 3D human body with a smart vest[J]. COMPUTERS & GRAPHICS-UK,2018,75:44-58.
APA	Xu, Haocan,Li, Jituo,Lu, Guodong,Deng, Haijin,Zhang, Dongliang,&Ye, Juntao.(2018).Modeling 3D human body with a smart vest.COMPUTERS & GRAPHICS-UK,75,44-58.
MLA	Xu, Haocan,et al."Modeling 3D human body with a smart vest".COMPUTERS & GRAPHICS-UK 75(2018):44-58.