Proceedings of the 2016 2nd International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2016)

Application of Random Forest to the Prototying of the 3D Garment

Authors
Shuaijun Wang, Ye Yuan, Hongli Dun
Corresponding Author
Shuaijun Wang
Available Online November 2016.
DOI
10.2991/aiie-16.2016.125How to use a DOI?
Keywords
3D scanning body; random forest prototying of the 3D Garment
Abstract

A digital 3D scanning technique for human body is proposed. Firstly, feature point recognition is carried out on point cloud model of 3D sweeping human body. This method adopts the more mature random forest algorithm, and the algorithm has higher recognition effect. Then, based on the recognition of the feature points, the clothing garment of 3D clothing was constructed by Bezier curve, including the shoulder piece, the chest piece, the abdominal piece and the back piece, and the clothing was simulated. Then cut parts of the garment using the level of B-spline editing, making it more suitable for 3D human body model. Finally, the Euler algorithm is used to simulate the 3D garment. The experimental results show that the method is simple, effective and feasible.

Copyright
© 2016, 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/).

Download article (PDF)

Volume Title
Proceedings of the 2016 2nd International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2016)
Series
Advances in Intelligent Systems Research
Publication Date
November 2016
ISBN
978-94-6252-271-8
ISSN
1951-6851
DOI
10.2991/aiie-16.2016.125How to use a DOI?
Copyright
© 2016, 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  - Shuaijun Wang
AU  - Ye Yuan
AU  - Hongli Dun
PY  - 2016/11
DA  - 2016/11
TI  - Application of Random Forest to the Prototying of the 3D Garment
BT  - Proceedings of the 2016 2nd International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2016)
PB  - Atlantis Press
SP  - 542
EP  - 545
SN  - 1951-6851
UR  - https://doi.org/10.2991/aiie-16.2016.125
DO  - 10.2991/aiie-16.2016.125
ID  - Wang2016/11
ER  -