A regression-based Kansei engineering system based on form feature lines for product form design

Xiong, Yan; Li, Yan; Pan, Peiyuan; Chen, Yu

doi:10.1177/1687814016656107

Cited by 14 publications

(4 citation statements)

References 25 publications

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“…Kansei engineering was proposed by Japanese scholar Nagamachi. This method has been widely used and has gradually expanded to include the design of automobiles 15 and accessories, 16 furniture, 17,18 daily necessities, 19 web pages, 20,21 user interfaces , 22 and product services . 23…”

Section: Literature Reviewmentioning

confidence: 99%

Product color emotional design based on a convolutional neural network and search neural network

Ding

Cheng

Zhang

et al. 2021

Color Research & Application

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Due to the growing trend of social manufacturing, product design has focused on meeting the emotional needs of users. As a product attribute, color plays an important role in meeting these needs. Therefore, product color emotional design has attracted the attention of researchers. However, a user's perception of the emotional image of product color is highly complex, and it is difficult to define this perception accurately. To this end, based on the theoretical framework of Kansei engineering, this study proposes a product color emotional design method based on a convolutional neural network and a search neural network. First, we implement a semantic differential experiment to ascertain the user's color image. Then we use a convolutional neural network to establish a complex association model between the product color and the user's emotional imagery. Based on this model, the search neural network is used to search and generate the product color design scheme that meets the target image. Finally, a product color design system applicable to practical design problems is developed. An example of the design of a home service robot demonstrates that the proposed method and system provides accurate product color design solutions that meet the needs of the user's emotional image and can be used to develop practical large‐scale applications of product color emotional design theory and methods.

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Section: Literature Reviewmentioning

confidence: 99%

Product color emotional design based on a convolutional neural network and search neural network

Ding

Cheng

Zhang

et al. 2021

Color Research & Application

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“…The product need to express through certain materials, different materials have different senses of beauty. Nowadays, the industrial product design relies on the processing of material performances to a great extent [6]. Product material is one of shape design Advanced Materials Research Vol.…”

Section: The Application Of New Materials In Product Designmentioning

confidence: 99%

Applied Research on New Materials in Product Design

Yan

2014

AMR

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The emergence and application of new materials have changed the traditional design and selection methods of humans, realizing the innovation of products and having a profound impact on the field of design. This paper analyzes and interprets the current application of new materials from the perspective of the relationship between product design and design materials, proposes application principles of new materials in products design by combining applied features of new materials in products design and exacts and summarizes requirements with practical significance for new materials in products design.

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“…Guo et al [36] proposed a novel algorithm to automatically transform the CAD model into high quality mesh according to its shape features line. Xiong et al [37] proposed that designers influence users psychological feelings through the representation of a product's conceptual features.…”

Section: Introductionmentioning

confidence: 99%

A Novel Approach of Hybrid Trigonometric Bézier Curve to the Modeling of Symmetric Revolutionary Curves and Symmetric Rotation Surfaces

et al. 2019

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The modeling of Bézier curves and surfaces with their shape parameters is the most popular area of research in computer aided geometric design/computer aided manufacturing (CAGD/CAM) due to their geometric characteristics. In this paper, we propose an important idea to tackle the problem in construction of some engineering symmetric revolutionary curves and symmetric rotation surfaces by using the generalized hybrid trigonometric Bézier (or GHT-Bézier, for short) curve. The shape of the curves and surfaces can be modified by the alteration of shape parameters. The free-form complex curves using GHT-Bézier curves with constraints of parametric continuity are constructed. Finally, by using the GHT-Bézier curves with their continuity conditions and symmetric formulas, we construct different types of symmetric figures, symmetric revolutionary curves and symmetric rotation surfaces in R 2 and R 3 to show the efficiency of modeling. These symmetric examples show that the proposed method is time saving, effective and efficient in construction of complex engineering symmetric curves and surfaces.

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A regression-based Kansei engineering system based on form feature lines for product form design

Cited by 14 publications

References 25 publications

Product color emotional design based on a convolutional neural network and search neural network

Product color emotional design based on a convolutional neural network and search neural network

Applied Research on New Materials in Product Design

A Novel Approach of Hybrid Trigonometric Bézier Curve to the Modeling of Symmetric Revolutionary Curves and Symmetric Rotation Surfaces

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