Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering

Research on Cellphone Appearance Image Models Based on BP

Authors
Yan Zhou, Yizhou Yun, Ping Yang
Corresponding Author
Yan Zhou
Available Online April 2015.
DOI
10.2991/amcce-15.2015.106How to use a DOI?
Keywords
engineering; cellphone modeling; BP neural network; Appearance image
Abstract

Kansei engineering provides a new idea for perceptual quantitative analysis. This paper targets in quantitative description the relationship between cellphone appearance design and consumer subjective felling, eventually builds a mathematical model through BP neural network. This research start with collecting a large number of perceptual image vocabularies, then transforms subjective assessment to quantitative evaluation by SD method and builds BP neural network mode. Thus analyzes the result of BP Model, the foundation is established by summary of the relationship between product appearance and objective feeling. It can be used to know the rule of how modeling elements affect perceptual image through the complete BP mode. This research provides a scientific method for engineer to process emotional design problem.

Copyright
© 2015, 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 2015 International Conference on Automation, Mechanical Control and Computational Engineering
Series
Advances in Intelligent Systems Research
Publication Date
April 2015
ISBN
10.2991/amcce-15.2015.106
ISSN
1951-6851
DOI
10.2991/amcce-15.2015.106How to use a DOI?
Copyright
© 2015, 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  - Yan Zhou
AU  - Yizhou Yun
AU  - Ping Yang
PY  - 2015/04
DA  - 2015/04
TI  - Research on Cellphone Appearance Image Models Based on BP
BT  - Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SP  - 574
EP  - 579
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.106
DO  - 10.2991/amcce-15.2015.106
ID  - Zhou2015/04
ER  -