TY - JOUR
T1 - How to extract traditional cultural design elements from a set of images of cultural relics based on F-AHP and entropy
AU - Hu, Yukun
AU - Yu, Suihuai
AU - Qin, Shengfeng
AU - Chen, Dengkai
AU - Chu, Jianjie
AU - Yang, Yanpu
N1 - Funding Information:
The authors really appreciate the experts, designers and users who offer great help. This study is expected to provide some references to design practices. This research was supported by the “Fundamental Research Funds for the Central Universities” (G2017KY202), National Natural Science Foundation of China (Grant No. 51805043) and the 111 Project (Grant No.B13044).
Publisher Copyright:
© 2020, Springer Science+Business Media, LLC, part of Springer Nature.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2021/2/1
Y1 - 2021/2/1
N2 - The creative cultural product design, relating to both typical regional cultures and traditional cultural elements, is a hot issue in recent years. However, there is still a lack of systematic and efficient designing methods to guide designing practices. In order to fill this research gap, this paper proposes a new design method based on F-AHP (Fuzzy-Analytic Hierarchy Process) and entropy computation to extract traditional cultural shape design elements from a set of images of cultural relics. Firstly, we collect a set of culture object related to descriptive and adjective words that can express users’ emotional perception and narrow down them into a shortlist via a fitness evaluation process. Secondly, we analyze and extract common shape elements with image processing tools and user choices. Thirdly, we create a full mapping between the shortlisted culture descriptive words and the identified common shape elements and determine the weighting of each shape element against each evaluation indicator through F-AHP. Fourthly, we construct decision-making matrix and extract key shape elements with high information entropy. Finally, we start designing products with extracted cultural elements. A case study of Han Dynasty potter figurines was conducted to verify the feasibility of the proposed approach.
AB - The creative cultural product design, relating to both typical regional cultures and traditional cultural elements, is a hot issue in recent years. However, there is still a lack of systematic and efficient designing methods to guide designing practices. In order to fill this research gap, this paper proposes a new design method based on F-AHP (Fuzzy-Analytic Hierarchy Process) and entropy computation to extract traditional cultural shape design elements from a set of images of cultural relics. Firstly, we collect a set of culture object related to descriptive and adjective words that can express users’ emotional perception and narrow down them into a shortlist via a fitness evaluation process. Secondly, we analyze and extract common shape elements with image processing tools and user choices. Thirdly, we create a full mapping between the shortlisted culture descriptive words and the identified common shape elements and determine the weighting of each shape element against each evaluation indicator through F-AHP. Fourthly, we construct decision-making matrix and extract key shape elements with high information entropy. Finally, we start designing products with extracted cultural elements. A case study of Han Dynasty potter figurines was conducted to verify the feasibility of the proposed approach.
KW - Cultural products
KW - Entropy
KW - Extraction of design elements
KW - F-AHP
UR - http://www.scopus.com/inward/record.url?scp=85092371646&partnerID=8YFLogxK
U2 - 10.1007/s11042-020-09348-w
DO - 10.1007/s11042-020-09348-w
M3 - Article
AN - SCOPUS:85092371646
SN - 1380-7501
VL - 80
SP - 5833
EP - 5856
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
IS - 4
ER -