Application of Generative Adversarial Network for Designer Assistance System

Liu, Bo; Wu, You-Hsun; Lin, Yang-Cheng

doi:10.1007/978-981-16-6309-3_12

Cited by 2 publications

(1 citation statement)

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“…The research results can not only help research and development enterprises accurately locate the focus of consumers, but also timely understand whether the product efficacy matches the needs of consumers, which can greatly reduce the risk of new product development. In recent times, this theory has been widely used in packaging design, architectural design, car design and other fields [8][9][10].…”

Section: Introductionmentioning

confidence: 99%

Research on the image design of clothing patterns

Chen,

Cheng

2024

Fibres &Amp; Textiles in Eastern Europe

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In order to solve the problem of mismatch between consumers’ personalized needs and clothing pattern design, a method of clothing pattern image design was proposed based on Kansei engineering theory to obtain a perceptual consumer image. Then, a correlation model between clothing pattern design elements and perceptual images of young people was established through the quantitation theory type I, and the mapping relationship between the two and the degree of influence on consumer preference was presented by the diagram method. The paper-cut pattern of a T shirt is taken as an example to verify the feasibility of this research method. The results show that it not only provides designers with clear design indicators and references, but also makes the design process more objective and scientific.

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Section: Introductionmentioning

confidence: 99%