• Title/Summary/Keyword: textiles & fashion

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딥러닝을 통한 하이엔드 패션 브랜드 감성 학습 (Deep Learning for Classification of High-End Fashion Brand Sensibility)

  • 장세윤;김하연;이유리;설진석;김성재;이상구
    • 한국의류학회지
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    • 제46권1호
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    • pp.165-181
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    • 2022
  • The fashion industry is creating innovative business models using artificial intelligence. To efficiently utilize artificial intelligence (AI), fashion data must be classified. Until now, such data have been classified focusing only on the objective properties of fashion products. Their subjective attributes, such as fashion brand sensibilities, are holistic and heuristic intuitions created by a combination of design elements. This study aims to improve the performance of collaborative filtering in the fashion industry by extracting fashion brand sensibility using computer vision technology. The image data set of fashion brand sensibility consists of high-end fashion brand photos that share sensibilities and communicate well in fashion. About 26,000 fashion photos of 11 high-end fashion brand sensibility labels have been collected from the 16FW to 21SS runway and 50 years of US Vogue magazines beginning from 1971. We use EfficientNet-B1 to establish the main architecture and fine-tune the network with ImageNet-ILSVRC. After training fashion brand sensibilities through deep learning, the proposed model achieved an F-1 score of 74% on accuracy tests. Furthermore, as a result of comparing AI machine and human experts, the proposed model is expected to be expanded to mass fashion brands.

한국의류산업학회지 논문의 양적정보에 대한 연구동향 (Research Trends in Fashion and Textiles Research Journal through Quantitative Informations)

  • ;전은경
    • 한국의류산업학회지
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    • 제19권1호
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    • pp.70-78
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    • 2017
  • To predict and foster professional research issues for the present and future, it is important to understand the stream of research trends. This study is to provide information of research trend through analysis of quantitative variables in 1,374 articles from the first issue to the present(2015) of the Fashion and Textiles Research Journal. As a result, in the former periods, articles in the field of textile science & technology and fashion design & historical concerns, and articles that used experiments and others as a research method were dominant; in the latter periods, articles in the field of fashion marketing & merchandising and apparel production & technology, and articles that used survey as a research method were dominant. According to each detailed research field and method, there were significant differences in the number of pages, authors and references of articles. In addition, it was found that the number of pages and the number of references increased sharply in the latter period, indicating that the contents of the papers were more detailed and faithful to references of other studies. Through the analysis of this study, it was found that Fashion and Textiles Research Journal published a variety of articles in the academic fields. The research information analyzed in this study will contribute to the future design for the research as well as the academic societies.

패션 소상공인 제품 구매에 대한 탐색적 연구 -소비자 생애주기와 구매단계를 중심으로- (Exploratory Study on Purchasing Fashion Products from Small Business Owners -Focusing on the Consumer Life Cycle and Purchasing Stage-)

  • 김송미;장세윤;이유리;진우준;김하연
    • 한국의류학회지
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    • 제46권5호
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    • pp.805-826
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    • 2022
  • This study explored the process by which consumers purchase products from small fashion business owners via online and mobile channels. In addition, group types were classified given that the purchasing process depends on the consumers' life cycle. The consumer focus group interview (FGI) was conducted on 18 participants that were divided into six groups by age, work, and children. Results revealed that first, consumer journey comprised four stages. Factors influencing need recognition were "attention to information of social media influencer," "attention to information of affiliated groups," and "repeated advertising of SME products/brands." For information searching, "exploring purchase reviews," "environment for mobile shopping information exploration," and "continuous product tracking" were important factors. Purchasing and shopping stages were affected by "price-free, improvised purchase decision" and "convenient mobile payment system and point benefits." After the purchase, "active sharing and repeated purchase when satisfied" and "blocking relationships when dissatisfied" occurred. Second, six consumer groups based on the fashion life cycle are the "Platform lover," "Influencer follower," "Trust builder," "Novelty seeker," "Convenience seeker," and "New designer supporter." Ultimately, small business owners can develop the process of planning and selling fashion products more efficiently.

A Study on 3D Virtual Clothing Fashion Design Applying Frank Stella Painting

  • Yeonji Lee;Sohee Um
    • 패션비즈니스
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    • 제27권6호
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    • pp.1-17
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    • 2023
  • This study aimed to develop a modern textile design based on the formability of Frank Stella's paintings and to develop and present a fashion design that combines modern sensibility as a 3D virtual clothing program. The formative characteristics of Frank Stella's work were 'unity due to regular stripes', 'asymmetry due to geometric surface division', and 'decorabilitydue to colorful use'. Based on this, costume patterns and textiles based on Frank Stella's paintings were developed and six 3D virtual fashion design works were produced. The conclusion was as follows. First, it was confirmed that Frank Stella's work has a very wide range of applications to fashion products as abstract expression and minimal simplicity coexist visually. Second, various colors and forms of Frank Stella's paintings could be developed using textiles with visual formability, and originality as a fashion work applied with paintings could be maximized. Third, the development of 3D fashion using virtual programs had the ease of time efficiency, cost reduction, and spatiotemporal expansion of work processing compared to the actual costume production process. In addition, the simulation of 3D virtual wear made it easy to modify and recover the position of the textile to be applied to the costume and create a new design in the process of transforming the position of various textiles. It is expected that this study results will be used as basic data for the future conversion content industry in the painting and fashion industries.

현대 패션박물관의 전시유형과 역할 -시몬느 핸드백 박물관 사례를 중심으로- (A Study on Fashion Museum Exhibition Types and Roles -Focused on Simone Handbag Museum Seoul-)

  • 정다운;하지수
    • 한국의류학회지
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    • 제40권5호
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    • pp.936-953
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    • 2016
  • This article surveys the meaning and history of fashion museum exhibitions to understand the characteristics that make a fashion museum exhibition special. It explores dress museology and fashion museology in theory, and practice across a range of international case studies that include the Costume Institute at the Metropolitan Museum of Art in New York, Mode Museum in Antwerp, and the Victoria and Albert Museum in London. In particular, it examines how curatorial intervention has developed the interpretation and display techniques of dress within the context of the museum or gallery as well as how fashion has made museums accessible to diverse audiences. For a specific case study, we review the types and roles of fashion exhibitions organized by the Simone Handbag Museum, Seoul. It is the first handbag-centered fashion museum in the world as well as one of the most representative local fashion museums. The museum collection includes fashionable western handbags from rare specimens of the $15^{th}$ century to the latest bags of the $21^{st}$ century, and presents a history of changing fashion cycles and the major socio-cultural shifts that have profoundly affected women's lives in public spaces. Exhibitions show the perspective to a range of curatorial methodologies and show the innovative approaches towards collections and displays with broader fashion issues such as gender, materialism and technology. The article is to help encourage further scholar discourse between fashion museum exhibitions and fashion museology.

한국 중년 남성의 패션 취향 변화 연구 -1960~1980년대 신문 매체를 중심으로- (A Study on Change of Fashion Taste of Korean Middle-Aged Men -Focused on Newspaper Media from the 1960s-1980s-)

  • 이나현;하지수
    • 한국의류학회지
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    • 제42권1호
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    • pp.26-39
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    • 2018
  • This study analyzed fashion taste changes for middle-aged men (40-50s) from the 1960s-1980s through newspapers evaluated as socially influential media. As a result, the fashion interest of middle-aged men in the 1960s was very low, and the formation and selection of fashion taste was mainly decided by the wife. However, as the interest in fashion and fashion gradually increased in the 1970s, the interest and taste of fashion in middle-aged men started to change. In the 1980s, social equality and women's advancement into society began, and initiated the appearance of a youthful-looking casual style and establishing an individual subjectivity about fashion taste. Based on this, the specificity of the change of fashion taste among Korean middle-aged men in the 1960s-1980s were as follows. First, the changes in the aesthetic sense of middle-aged men and the increase of fashion interest were due to changes in socio-cultural appearance standards. Second, there was an increase in the pursuit of individuality due to the weakening of fashion consciousness as a collective norm. Third, there were change in subjectivity about fashion taste and consumption.

카툰잡지『Punch』에 나타난 패션 풍자 (Fashion Satire in the Cartoon Magazine『Punch』)

  • 안진현;전재훈
    • 한국의류학회지
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    • 제39권2호
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    • pp.204-216
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    • 2015
  • Fashion is changing and evolving everyday with an influence from and over contemporary socio-cultural factors. Cartoons expressing the phenomena of times through exchanges of mutual effects with socio-cultural factors that result from functionality and media characteristics. This study examines how fashion provides a great correlation with society-culture expressed in cartoons. The research segment of this study was conducted with literature and case studies; in addition, the UK cartoon magazine "Punch" was selected for the case study. The research findings of the fashion satire expression in cartoon were divided into 2 cases. The first case is that fashion was used as an instrument to satirize socio-cultural phenomena in cartoons. Various fashion elements (hats, dresses, words on T-shirts) were used for satiric expressions and to express periodic images related to politics, economics, society and culture. It communicated factually or criticized noteworthy phenomenon or age changes through the symbolism of fashion. The second case is that fashion itself is the object of satire in a cartoon. It satirically described the blind following and destruction of stereotype as direct objects. Fashion satire appeared in cartoons regardless of a correlation with age. Each cartoon fashion satire had meaning in both humor and criticism for satirizing the age. This study shows that fashion symbolism for satire of the reality has been used as the instrument of expression and simultaneously expressed as the object of the critique as an image and phenomenon that reflects reality. This study has significance in that it examined expressive modes of fashion satire in cartoons that escape from separating fashion from cartoon as a different area.

소비자 특성, 한국브랜드에 대한 인지도, 패션제품 만족도가 구전경험과 구전행동에 미치는 영향 -재한 중국유학생들을 중심으로- (The Effects of Consumer Characteristics, Awareness of Korean Fashion Brands, and Satisfaction with Korean Fashion Products on Word of Mouth (WOM) Experiences and Behavior -Focusing on Chinese Students in Korea-)

  • 김소람;조수경;고염;이현화
    • 한국의류학회지
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    • 제38권2호
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    • pp.216-230
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    • 2014
  • The importance of the Chinese fashion market is increasing; therefore, this study investigates the possibility of implementing a Word-of-Mouth (WOM) marketing strategy among Chinese students in Korea. This study examines the effects of consumer characteristics (similarity, opinion leadership, and fashion innovativeness), awareness of Korean fashion brands, satisfaction with Korean fashion products on WOM experiences and WOM behavior (off-line as well as on-line). A total of 161 responses from Chinese students in Korea were gathered and analyzed using SPSS 20.0 for descriptive statistics, factor analysis, and regression analysis. The results show that consumer characteristics (except similarity) significantly influence WOM experiences, opinion leadership influence off-line WOM behavior, and fashion innovativeness influence online WOM behavior. However, similarity has no influence on WOM experiences and WOM behavior. Second, Korean brand awareness affect both WOM experiences and behavior; however, satisfaction with Korean fashion products only affected WOM experiences. This study showed the feasibility of conducting a WOM marketing strategy using the WOM effects of Chinese students in Korea. The study may help the Korean apparel industries establish an entry strategy for the Chinese market.

대학 아이덴티티 상품 개발을 위한 패션 브랜드와의 콜라보레이션 연구 -학외 소비자 집단의 니즈를 중심으로- (Merchandising Strategy of University Identity through Collaboration with Fashion Brands -Focused on Precollege Students and Parents' Needs-)

  • 정진;김송미;이유리
    • 한국의류학회지
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    • 제46권2호
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    • pp.232-249
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    • 2022
  • As the postsecondary school-age population continues to decline, the competition among universities to attract potential students has intensified. As an alternative, we propose to introduce a collaborative marketing strategy to universities to gain the attention of precollege students and parents. This study examines perceived fit, the prestige of university and fashion brands, consumption values, and the category of fashion brands in the context of collaboration between university identity and fashion brands. Utilizing an online survey, we collected 391 responses. The results indicate that perceived fit between universities and fashion brands has a significant impact on the purchase intention of collaborative university merchandise. In addition, the prestige of fashion brands plays a key role, while the prestige of universities has no direct effect on purchase intention. However, the indirect effect of university prestige on purchase intention mediated by perceived fit is significant. Also, this study confirms that social value and emotional value have significant impacts on purchase intention. These findings present a guideline for selecting a collaborative partner, which is the most important task in a collaboration strategy. Finally, merchandising strategies reflected consumption values based on precollege students and their parents' needs are proposed.

패션기업 CEO의 리더십이 직원의 신뢰, 직무만족 및 직무몰입에 미치는 영향 (The Influence of CEO Leadership on Employee Trust, Job Satisfaction, and Commitment in Fashion Companies)

  • 홍병숙
    • 한국의류학회지
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    • 제34권1호
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    • pp.102-111
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    • 2010
  • This study examines how CEO leadership influences employee trust, job satisfaction, and commitment in fashion companies. A survey was conducted from June 17 to July 15 in 2009. The data were collected from fashion company employees in the Seoul metro area and 360 respondents were used in the data analysis. The statistical analysis methods were frequency analysis, factor analysis, reliability analysis, and multiple regression analysis. The results of this study are the transactional leadership of CEOs in fashion companies classified by contingent reward leadership and management through exceptional leadership. The transformational leadership of CEOs in fashion companies is classified by charismatic leadership and individualized consideration leadership. Second, CEO's contingent reward leadership, charismatic leadership, and individualized consideration leadership influence employee trust in the CEO. Third, the employee trust in the CEO has an effect on job satisfaction and commitment in fashion companies.