TY - GEN
T1 - Research on product image styling design method based on neural network and genetic algorithm
AU - Su, Jianning
AU - Jiang, Yuhong
AU - Wang, Peng
PY - 2008
Y1 - 2008
N2 - On the study of kansei engineering and product image evaluation, a product image styling design method based on neural network and genetic algorithm is presented. Firstly, according to the findings of kansei image, image evaluating pattern with neural network is constructed; and then, according to consumers' kansei image demands and cooperated with evaluating pattern of neural network as genetic filial generation's fitness function, the model of product image styling design with genetic algorithm is developed. It can automatically reason out the conceptual image styling product which will well satisfy consumers' psychical demands. Finally, the colour design of MP3 is taken to examine and certify the verification of the method. However, the proposed method is equally applicable to the styling design of other products.
AB - On the study of kansei engineering and product image evaluation, a product image styling design method based on neural network and genetic algorithm is presented. Firstly, according to the findings of kansei image, image evaluating pattern with neural network is constructed; and then, according to consumers' kansei image demands and cooperated with evaluating pattern of neural network as genetic filial generation's fitness function, the model of product image styling design with genetic algorithm is developed. It can automatically reason out the conceptual image styling product which will well satisfy consumers' psychical demands. Finally, the colour design of MP3 is taken to examine and certify the verification of the method. However, the proposed method is equally applicable to the styling design of other products.
UR - http://www.scopus.com/inward/record.url?scp=57649181916&partnerID=8YFLogxK
U2 - 10.1109/ICNC.2008.129
DO - 10.1109/ICNC.2008.129
M3 - Conference contribution
AN - SCOPUS:57649181916
SN - 9780769533049
T3 - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
SP - 603
EP - 606
BT - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
T2 - 4th International Conference on Natural Computation, ICNC 2008
Y2 - 18 October 2008 through 20 October 2008
ER -