NDLI: Research of Product Styling Design Method Based On Neural Network

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Volume 1 - 2007

Research of Product Styling Design Method Based On Neural Network

Content Provider	IEEE Xplore Digital Library
Author	Jianning Su Fenqiang Li
Copyright Year	2007
Description	Author affiliation: Lanzhou Univ. of Technol., Lanzhou (Jianning Su; Fenqiang Li)
Abstract	Applying the frame and theory of Kansei Engineering system, the product styling design method based on neural network is presented. Firstly, the consumer's preference of kansei image is abstracted with the classifying survey and image survey. Then new samples are designed to carry out the image survey again. Thirdly, the nonlinearity evaluate model of product image is established based on neural network, whose process of back propagation will reason out the design knowledge database and evaluate new designed product. Therefore, the method will be applied to aid product styling design availably. At last, it proves the method is feasible and reasonable using the example validation and designing the applied CAD system.
Starting Page	499
Ending Page	504
File Size	895135
Page Count	6
File Format	PDF
ISBN	9780769528755
DOI	10.1109/ICNC.2007.610
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-08-24
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Design engineering Art Design methodology Neural networks Humans Psychology Educational institutions Product design Cognition Product development
Content Type	Text
Resource Type	Article

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