Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)

Study on Face Classification and Modeling Based on the Fit Problem of Respirator for Chinese Adults

Authors
Xiaotong Zhou, Xiaoxia Song
Corresponding Author
Xiaotong Zhou
Available Online May 2018.
DOI
10.2991/ammsa-18.2018.43How to use a DOI?
Keywords
mask; head-face measurements; facial classification; reverse modeling
Abstract

To solve the fit problem between the face and the mask in the market, 7 facial indexes related facial masks of 194 adults were measured in this paper. Factor analysis was undertaken and two main factors were chosen. Through counting the relative index, 3 representative body indexes were selected as clustering variables. K-means cluster was applied to classify the figure type and the optimal number of clusters was determined by Mix-F statistics. Combined with reverse engineering design software, the model was established by using the object of the clustering center value of each index in the class 5 standard face. This study provides practical guidance for the forward design and production of the follow-up mask. The multi-surface modeling of human face has broadened the new thinking to deal with the contradiction between clothing and body.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)
Series
Advances in Intelligent Systems Research
Publication Date
May 2018
ISBN
978-94-6252-529-0
ISSN
1951-6851
DOI
10.2991/ammsa-18.2018.43How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Xiaotong Zhou
AU  - Xiaoxia Song
PY  - 2018/05
DA  - 2018/05
TI  - Study on Face Classification and Modeling Based on the Fit Problem of Respirator for Chinese Adults
BT  - Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)
PB  - Atlantis Press
SP  - 211
EP  - 214
SN  - 1951-6851
UR  - https://doi.org/10.2991/ammsa-18.2018.43
DO  - 10.2991/ammsa-18.2018.43
ID  - Zhou2018/05
ER  -