• Title/Summary/Keyword: The style and image

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A Multi-domain Style Transfer by Modified Generator of GAN

  • Lee, Geum-Boon
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.7
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    • pp.27-33
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    • 2022
  • In this paper, we propose a novel generator architecture for multi-domain style transfer method not an image to image translation, as a method of generating a styled image by transfering a style to the content image. A latent vector and Gaussian noises are added to the generator of GAN so that a high quality image is generated while considering the characteristics of various data distributions for each domain and preserving the features of the content data. With the generator architecture of the proposed GAN, networks are configured and presented so that the content image can learn the styles for each domain well, and it is applied to the domain composed of images of the four seasons to show the high resolution style transfer results.

The analysis of the image style expressed in men's fashion collection - focusing on Paris' collection from 2001 S/S to 2010 F/W - (남성복 컬렉션에 표현된 이미지 스타일 분석 - 2001년 S/S ~ 2010년 F/W 파리컬렉션을 중심으로 -)

  • Kim, Hyun-Jin;Lee, Eun-Suk
    • Journal of the Korea Fashion and Costume Design Association
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    • v.20 no.1
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    • pp.167-181
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    • 2018
  • In modern society, men are selecting dress based on physical features as well as individual taste. Through this concern with appearance, new descriptive words have appeared from time to time. Therefore this study aimed to analyze the type of image style expressed in the Paris Men's Fashion Collection during the period of 2001 S/S collections~2010 F/W collections. This study used Frequency and Chi-square tests through SPSS 12.0 program for the analysis of a total of the 1,357 materials shown from nine designers. The results were as follows. As a result of examining the image style according to chronology and season by frequency and the tendency of design works by chi-square test, in the tendency of the image style by chronology, the style emphasizing a sexy and manly appearance is preferred through the tendency that Homme Fataleism has been continually released in foreign men's fashion collections for about ten years. In the tendency of the image style by season, the image style of the Homme Fataleism was highly published in SS and FW season except for SS in 2004 and 2008. In the tendency of design works by chronology and season, the H-silhouette was highly preferred for about a decade. In color, the light brown group was frequently used until 2008 while gray has mainly been of use since 2009.

The Study about Style-Up Design Development as a Motive of Organic Line in Art Nouveau Style (아르누보 양식의 유기적인 선을 모티브로 한 업스타일 디자인 개발에 관한 연구)

  • Lee, Jin-Hee;An, Jong-Suk
    • Journal of the Korean Society of Costume
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    • v.62 no.2
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    • pp.68-77
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    • 2012
  • Hair style takes a large part in emphasizing to the appearance and the effect of image transformation with fashion to the modern people whose competition is appearance in 21 century. According to the development of mass media and the exchange of the life style. Image creation which correspond to T.P.O is needed and style-up is also required in modern costume, as the coordination for special day is routinized. In this study, the expression of a fine and organic line shown as a motive in Art Nouveau style's works is applied to style-up design and a new view sight to the style-up design through the art history is suggested with developing style-up design to satisfy the upgraded customer's requirements. The feminine beauty is appeared as a various image by applying style-up design from Art Nouveau style through this study. and the infinite possibility to the design development can be found with activated motive of Art Nouveau. These Art Nouveau trend will be a foundation to the inspiration of high artistic design and will be helpful to the aesthetic satisfaction of the elegance modern people. Therefore, I hope this study will be a fundamental data for creative development of hair design through the art history which may be forgetting.

A Study on Michelle Obama's Hair Styles - Focused on Her Period of the First Lady - (미셸 오바마의 헤어스타일 연구 - 퍼스트레이디 기간을 중심으로 -)

  • Jeoung, Sun-Ju
    • Journal of Fashion Business
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    • v.16 no.4
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    • pp.88-99
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    • 2012
  • Recently the hair style of Michelle Obama, the world's most recognized First Lady of the United States has been loved by the public with her optimistic confidence and as a fashion leader. For Michelle Obama's hair styles by length, a medium-short cut style was expressed in various ways to show her strong will by exposing the forehead, an elegant image by asymmetry hair, or a progressive image by a short volume hair cut. A medium cut style expressed an elegant and intelligent image in shoulder-length and a trendy image using a side parting. A updo hair style produced young, womanly, and casual images using twisting, binding, typing up, and rolling technique according to situations. For hair styles associated with her roles, when participating as a diplomatic delegate, she expressed the President's helpful partner by a soft and womanly image using bobbed hair and half updo technique. For the participation in state occasions, her hair styles were examined in three situations. First of all, she mainly had a neat style, exposing her forehead in official schedules as a political partner to create an intelligent and high-class image. Second, she expressed a strong will with a medium-short style during an election campaign. Finally, she showed an elegant and refined hair style in consideration of T.P.O. during social activity. Michelle Obama overcame her hair's handicap, grasped her images associated with hair length, and expressed hair strategically according to her roles as the first African-American First Lady of the United States.

A Study on School Uniform and Ornaments Behaviors of High School Girls (여고생의 교복 및 장식 행동에 관한 연구 -경상남도 마산.창원 지역을 중심으로-)

  • 정혜경;김세희
    • The Research Journal of the Costume Culture
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    • v.12 no.1
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    • pp.136-150
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    • 2004
  • The purpose of this study was to examine how high school girl students used their school uniforms and what types of ornaments they preferred, in an effort to identify the image of school uniform. The result of this study were as follow: First, 52.6 percent of the students investigated altered their uniforms, and as fur the major alteration style, revival one to take them in to be well-fitting was dominant. But concerning skirts, hip-hop style was also found. The students viewed ornaments more favorably, as the larger group of the students perceived that it was necessary to restrict the school-uniform alteration yet not to control ornaments. Concerning how much they wore school uniforms, most of them continued to wear them outside school in many cases. Specifically, those who engaged in pastime or went shopping wearing school uniforms enjoyed altering them, and they also enjoyed using ornaments that weren't allowed by the school dress code. Second, as to school-uniform image, elegant image was most preferred, followed by practical, innocent and fashion-conscious ones. They were most preferred with its elegant image. Third, as to ornaments image, they were most preferred with its positive image.

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A study of interior style transformation with GAN model (GAN을 활용한 인테리어 스타일 변환 모델에 관한 연구)

  • Choi, Jun-Hyeck;Lee, Jae-Seung
    • Journal of KIBIM
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    • v.12 no.1
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    • pp.55-61
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    • 2022
  • Recently, demand for designing own space is increasing as the rapid growth of home furnishing market. However, there is a limitation that it is not easy to compare the style between before construction view and after view. This study aims to translate real image into another style with GAN model learned with interior images. To implement this, first we established style criteria and collected modern, natural, and classic style images, and experimented with ResNet, UNet, Gradient penalty concept to CycleGAN algorithm. As a result of training, model recognize common indoor image elements, such as floor, wall, and furniture, and suitable color, material was converted according to interior style. On the other hand, the form of furniture, ornaments, and detailed pattern expressions are difficult to be recognized by CycleGAN model, and the accuracy lacked. Although UNet converted images more radically than ResNet, it was more stained. The GAN algorithm allowed us to represent results within 2 seconds. Through this, it is possible to quickly and easily visualize and compare the front and after the interior space style to be constructed. Furthermore, this GAN will be available to use in the design rendering include interior.

Analysis of the Men's Fashion Style in the Fashion Collections (패션 컬렉션에 나타난 남성패션 스타일 분석)

  • 김윤경;이경희
    • Journal of the Korean Society of Clothing and Textiles
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    • v.28 no.2
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    • pp.270-279
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    • 2004
  • The purpose of this study is to make a basic resource in developing a design satisfying male consumers' fashion inclination by examining the features of the men's fashion style shown in the fashion collections. Collected were 1,291 photos relating to the suit style through the analysis on the men's fashion collections for 8 years(1995-2002). Representative men's fashion images are extracted from these photos, then figurative features were analyzed and typified according to image, and finally representative fashion styles were presented and its meaning was analyzed. Representative men's fashion images are Sophisticated, Casual, Elegant, Active, Natural, Classic, Romantic, Ethnic, Military, Marine, Colonial, and Avant-garde. With the subcategories such as detailed shape of jacket and trousers, the relationship of color between upper and lower clothes, type and organizing method of material quality, type and arranging method of pattern, and coordination, the extracted fashion images were analyzed the figurative features. After finding out the common and different features, four men's fashion styles were suggested. Formal style maintains the typical suit style and has the feature expressing the men's authority, tradition, and honor. It includes Sophisticated, Elegant. and Classic image. Casual St Sporty style has the feature that there is a change in the volume of suit by adding activity to the typical suit style. It includes Casual, Active, and Natural image. Uniformed style is that political and social environment such as war has an influence on the suit design. It includes Military, Marine, and Colonial image. Deformed style has the feature that it suggests new type instead of adhering to the typical suit design. It includes Ethnic, Romantic, and Avant-garde image.

A Study on Brand Image Preference and Fashion Advertising Strategy (상표이미지 선호도와 패션 광고 전략에 관한 연구 - 여대생을 중심으로 -)

  • Kim Moon Jin;Rim Sook Ja
    • Journal of the Korean Society of Clothing and Textiles
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    • v.13 no.3 s.31
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    • pp.197-206
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    • 1989
  • This study was to investigate brand images of ladies wear and the effects of fashion advertisements, and to determine the difference of brand image preference and the effects of fashion advertising by clothing life style. 421 subjects were gathered through stratified sampling method and, for data analysis, frequency distribution, $x^2-test$, Cronbach'$\alpha$, ANOVA, Duncan's multiple Range test, Multiple Dimentional Scaling (M.D.S.), Factor analysis, Cluster analysis, were conducted. The results are as follows; 1. In image formation process, feminine as formal image, manish as casual image, were recognized. 2. Four factors were determined for analysis of clothing life styles and with these factors five different clothing life style groups were classified. 3. There was a meaningful difference between clothing life style and brand image preference, and also between clothing life style and the effects of fashion advertisement. From these findings, general and specific fashion advertising strategies are proposed.

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Consumer's Recognitions on Style Identity of the Contemporary Korean Woman's Apparel Brands (국내 캐릭터 커리어 여성복 브랜드의 스타일 정체성에 대한 소비자 인식 연구)

  • Park, Jae-Min;Chun, Jong-Suk;Choi, Sun-Hee;Choi, Eun-Ah
    • The Research Journal of the Costume Culture
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    • v.18 no.2
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    • pp.337-347
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    • 2010
  • The purpose of this study was to figure out consumer's recognition on brand's peculiar style on Korean contemporary women's apparel brand. The contemporary women's apparel brands show advanced and stylish merchandise at better price points. This segment of the Korean ready-to-wear market has been growing fast in last decades. Four contemporary women's apparel brands(I, K, M, and T) were participated in this study. The data(n=216) were collected with questionnaire survey at 24 apparel retail shops in metro Seoul area. The questionnaire measured the consumers' recognition on each brand's peculiar style. The subjects evaluated each brand's typical silhouette, materials, and style image. The results of the survey showed that the style image factors were 'stylish', 'simple', 'casual', 'feminine', and 'classic'. The style image of each brand was differentiated from others. The brand T had classic image, the brand K had simple and casual image, brand M had stylistic image, and the brand I had feminine image. The features of materials that used at the four brands were not very different by the brands. They used the high valued materials. The common features of the materials were 'smooth', 'thin' and 'light weight.'