Modeling 3D human body with a smart vest
文献类型：期刊论文
| 作者 | Xu, Haocan1; Li, Jituo1; Lu, Guodong1; Deng, Haijin1; Zhang, Dongliang2; Ye, Juntao3
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| 刊名 | COMPUTERS & GRAPHICS-UK
 |
| 出版日期 | 2018-10-01 |
| 卷号 | 75页码:44-58 |
| 关键词 | 3D human body modeling Feature curve Neural network Smart vest |
| ISSN号 | 0097-8493 |
| DOI | 10.1016/j.cag.2018.07.005 |
| 通讯作者 | Li, Jituo(jituo_li@zju.edu.cn) |
| 英文摘要 | 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. |
| WOS关键词 | FAST CAPTURE ; SHAPE ; RECONSTRUCTION ; ANIMATION ; GARMENTS ; CAMERAS ; KINECTS ; AVATAR ; POSE |
| 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] |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000447100400008 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 资助机构 | National Natural Science Foundation of China ; Zhejiang Provincial Natural Science Foundation of China ; National Program on Key Basic Research Project |
| 源URL | [http://ir.ia.ac.cn/handle/173211/28147]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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