Emotionally Intelligent Fashion Design Using CNN and GAN

Cheng, Yang; Zhou, Yuliang; Zhu, Bin; Yu, Chunyang; Wu, Lingang

doi:10.14733/cadaps.2021.900-913

Cited by 9 publications

(2 citation statements)

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“…e mechanical preparation of artificial cellulose does not require the use of chemical reagents, and the harm to the environment is very small. However, compared with the hydrolysis method, the diameter of the cellulose produced by this method is very large, and the power consumption is also very high [14].…”

Section: Mechanical Methodmentioning

confidence: 99%

Application of Polypyrrole Cellulose Nanocrystalline Composite Conductive Material in Garment Design

Liu

2022

Advances in Materials Science and Engineering

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The Chinese nation has a long cultural history and has deep attainments in food, clothing, art, and other cultural fields. With the development of science, technology, economy, and culture, new materials continue to appear, providing new ideas for clothing design. Polypyrrole is a common conductive polymer. The pure pyrrole monomer presents a colorless oily liquid at room temperature, slightly soluble in water and nontoxic. Nanocrystals, also called nanoscale crystals, use high-energy polymer spheres to pack calcium, magnesium ions, and bicarbonate in water to produce a water-insoluble crystal structure. Conductive composite materials mainly refer to composite conductive polymer materials, which are composed of polymers and various conductive substances through a certain composite method. This article aims to study the application of polypyrrole cellulose nanocrystalline composite conductive material in clothing design. Starting from the structural characteristics of the polypyrrole cellulose nanocrystalline composite conductive material, this article uses case analysis to study deeply the suitable polypyrrole cellulose nanocrystalline composite conductive material. This article can effectively use the innovative application method of its appearance style, so as to realize its application in clothing design. Starting from the functional properties of the polypyrrole cellulose nanocrystalline composite conductive material, the specific application of the polypyrrole cellulose nanocrystalline composite conductive material in different clothing designs is analyzed. Combining the postmodernist clothing style characteristics, aesthetic habits, and the characteristics of polypyrrole cellulose nanocrystalline composite conductive materials, this paper studies the innovative style design of polypyrrole cellulose nanocrystalline composite conductive materials. The experimental results in this paper show that when the reaction time is 2 min, the reaction rate at this time is zero, indicating that this time is in the initial stage of the reaction. After 4 minutes, as the reaction time increases, the reaction rate shows an increasing trend; when the reaction time is longer than 10 minutes, the reaction rate increases slowly and has a downward trend, which indicates the end of the reaction. The highest average reaction rate is about 7.5 mg/min.

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Section: Mechanical Methodmentioning

confidence: 99%

Application of Polypyrrole Cellulose Nanocrystalline Composite Conductive Material in Garment Design

Liu

2022

Advances in Materials Science and Engineering

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“…Emotions play a crucial role in consumers' product choices. Moreover, research suggests that emotional aspects of product design are more critical in deciding a product's market success than mere functional characteristics of it (Norman, 2004), (Yang, Zhou, Zhu, Yu & Wu, 2021). Thus, designers could get benefited from gaining more insights into the consumer's emotional response to design and create products that connect with them at the emotional level.…”

Section: Introductionmentioning

confidence: 99%

Designing for Emerging Aesthetics: Product Semantics Approach to the Design of Smartwatches

Vaidya¹,

Kalita²

2022

How Product and Manufacturing Design Enable Sustainable Companies and Societies

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Current trends have shown a steep rise in the popularity of smart wearable devices. Inevitably, after mobile phones, the next technology revolution is expected to be in the field of smart wearables. As more and more startups and well-established corporations are venturing into the emerging field of smart wearables, the academic institutes have the responsibility to make students equipped with all the necessary knowledge and skills required to design these futuristic devices for the real world. Moreover, human beings are becoming increasingly dependent on smart devices for their day-to-day tasks. Therefore, a study would be beneficial to understand consumer preferences and perceptions about smart wearable devices. Words express consumers' product preferences, and in design, the terms used to express preferences can be studied using product semantics. The semantic product explorations can be carried out about the aesthetics of products that are to be worn on the body for a prolonged period. In this regard, a study is conducted through a semantic differential questionnaire to get responses from 16 volunteers (8 designers and 8 non-designers) when they are exposed to the images of smartwatches. The ratings obtained in the experimental setting are used to statistically analyze and interpret ordinary consumers' as well as designers' aesthetic preferences and perceptions. Design practitioners can quickly adopt the findings of the study for the smart wearable industry and design students to generate innovative wearable aesthetics.

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Generative Adversarial Network for Synthetic Image Generation Method: Review, Analysis, and Perspective

Dewi

2024

Applications of Generative AI

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Emotionally Intelligent Fashion Design Using CNN and GAN

Cited by 9 publications

References 0 publications

Application of Polypyrrole Cellulose Nanocrystalline Composite Conductive Material in Garment Design

Application of Polypyrrole Cellulose Nanocrystalline Composite Conductive Material in Garment Design

Designing for Emerging Aesthetics: Product Semantics Approach to the Design of Smartwatches

Generative Adversarial Network for Synthetic Image Generation Method: Review, Analysis, and Perspective

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