• 제목/요약/키워드: CRAFT

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심층 신경망의 최적화를 통한 소규모 행동 분류 문제의 행동 인식 방법 (A Method of Activity Recognition in Small-Scale Activity Classification Problems via Optimization of Deep Neural Networks)

  • 김승현;김연호;김도연
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제6권3호
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    • pp.155-160
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    • 2017
  • 최근 컴퓨터를 이용한 다양한 인식 문제를 해결하기 위해 딥 러닝을 적용하는 사례가 늘어나고 있다. 딥 러닝은 학습에 필요한 요소를 학습데이터를 통해 스스로 도출해내기 때문에, 수작업(hand-craft)을 통해 특징을 도출하던 기존의 기계학습 방법보다 더 많은 장점을 갖는다. 행동인식을 위한 기존의 심층 신경망은 비디오 데이터를 일정 프레임의 이미지로 분할한 후, 분할된 각 이미지 사이의 시간적 연계성 분석을 통해 행동을 분류한다. 그러나 이러한 신경망은 소규모 행동 클래스를 갖는 분류 문제에서 학습 데이터의 부족 문제 및 과적합(overfitting) 문제로 인해 이를 실제 문제에 적용하기 어려운 경우가 많다. 이에 본 논문에서는 5가지의 소규모 행동 클래스를 정의하고, 기존 행동 인식 신경망의 최적화를 통해 이를 분류하였다. 700개의 비디오데이터를 통해 행동 데이터베이스를 구성하였고, 약 74.00%의 분류 정확도를 얻을 수 있었다.

조선시대 관요인 광주 번천리 출토 백자의 기술적인 연구 (Whiteware from the Official Kiln of Choseon Dynasty Period in Beoncheon-ri, Gwangju)

  • 강경인
    • 보존과학회지
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    • 제12권1호
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    • pp.1-14
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    • 2003
  • 조선시대 관요가 위치한 경기도 광주의 백자에 대한 화학적인 특성을 살펴보기 위하여 백자요지에서 출토된 백자를 대상으로 X-선 회절 분석, 유도결합 플라즈마 원자방출 분광분석, 에너지분산 X-선 분광분석의 자연과학적인 방법을 이용하여 연구하였다. 백자요지에서 출토된 백자는 출토된 유구에 관계없이 유사한 태토로 제조되었으며, 태토의 제조에는 광물학적으로 같은 계통의 원료로 장석광물이 사용되지 않은 점이 특징적이다. 폐기물의 퇴적 1에서 출토된 백자는 백자요지의 다른 유구에서 출토된 백자와는 $Fe_2O_3$를 포함한 태토의 조성 및 광물학적인 특성에 차이가 있었다. 폐기물의 퇴적 떼서는 백자요지의 다른 유구와 성격을 달리하는 유물이 출토되었다는 발굴조사의 결과와 백자의 과학적인 분석결과와 일치하였다. 백자에는 유약성분의 특성상 라임계열과 알칼리-라임계열의 유약이 사용되었으며, 전반적으로 유약조성의 범위는 넓었다.

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유추적 연합과 형태요소 재구성에 의한 창의적 아이디어 발상법 (Creative idea generation methods by analogical association and shape elements reconstruction)

  • 홍정표;최은희
    • 감성과학
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    • 제10권3호
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    • pp.443-450
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    • 2007
  • 디자인은 창의성을 발휘해야만 하는 영역이다. 그래서 디자이너들은 끊임없이 새로운 것을 만들기 위해 노력한다. 그런 측면에서 디자인 작업의 핵심은 새롭고 창의적 것을 만들어내는 것이며, 디자인 작업 과정에서 최종 디자인 결과물에 이르기 위한 '창의적 아이디어 발상'은 디자이너가 갖추어야 할 중요한 능력 중 하나이다. 본 연구에서는 창의적인 아이디어 발상으로서 서로 다른 두 가지 실험적 방법을 제시하고자 한다. 그 중 하나는 기존에 광범위하게 사용되는 연상프로세스의 중요한 형태인 '유추적 연합'방법이며, 또 다른 하나는 형태문법과 유사하게 작동되는 '형태요소들의 재구성'방법이다. 따라서 본 연구에서는 디자이너의 창의적인 형태발상을 높일 수 있는 방법을 찾기 위하여 지면(紙面) 기반의 디자인 방법과 컴퓨터 기반의 디자인 방법을 실증적으로 제시하였으며, 두 방법 모두 아이디어 발상 측면에서 볼 때 기존의 또는 전혀 새로운 여러 요소들이 유기적으로 연합되거나 조합된다는 점에서 공통점을 찾을 수 있다.

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오브제를 활용한 패션 하우스의 런웨이 디스플레이에 관한 연구 (A Study on the Runway Displays of Fashion Houses Using Objet)

  • 정민아;간호섭
    • 패션비즈니스
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    • 제24권2호
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    • pp.136-153
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    • 2020
  • In the second half of the twentieth century, fashion shows were a long-standing promotional medium and changed form and styles as times changed. In the past, if a model were on the stage simply to showcase a brand's work, the stage would have been transformed into a more active space, displaying various performances or seasonal themes combined with art. Then in the 2000s, there was an increasing number of instances when the global fashion industry of used figurative objet in organizing a fashion show's stage. In particular, because fashion shows require audience response and satisfaction, producing displays using objet is an effective marketing method. In the early 2000s, many brands were already introducing runway displays using objet, and these cases are expected to increase further in the future. This collection of 23 ready-to-wear models, which constituted the runway display, was by utilizing the objet more than five times from the 485 brands listed in Vogue's runway category. Based on our previous research, we classified the objet expressive characteristics as reproducibility, simplicity, non-artificiality, and fantasy. Among the 207 collections that we analyzed, the collection that utilized objet in its runway display had 170 circuits. Using objet in the runway display leverages visual language which allows one to communicate the season's concept, brand identity, and desired message more easily. Futhermore, it was spatially expressed to create feeling of satisfaction.

뉴트로 트렌드에 나타난 그래니 룩에 관한 특성 연구 -알레산드로 미켈레의 구찌 컬렉션을 중심으로- (Alessandro Michele's Gucci Collection: A Study of the Characteristics of Granny Look in the New-tro Trends)

  • 윤성아;간호섭
    • 패션비즈니스
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    • 제24권2호
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    • pp.32-43
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    • 2020
  • The purpose of this study is to analyze the granny look of the new-tro trend via Alessandro Michele's Gucci collection and to provide a reference standard for future design developments by identifying the representation of the granny look. To analyze the new-tro trend and the granny look, basic concepts were analyzed through aesthetic and art books and the photographic data were collected through Internet sites. A total of 186 fashion images were considered as granny look by five clothing experts. The images were subdivided into silhouettes and items, materials, patterns, and colors to analyze the modeling factors and identify the intrinsic inner meaning based on the theory of Nostalgia. The analysis showed that the silhouette was expressed naturally without exaggeration or shrinkage. The thermosetting materials included fur, velvet, knit and quilted materials, while the colors showed raw and faded shades based on the use of natural colors. The patterns were mostly natural, such as flowers, leaves, and stalks, which were aimed at nature. The inner meaning of the granny look is based on the theory of Nostalgia, primarily because it is an emotional fairy tale and second, it reflected the sessions of nature. Also, it is a reinterpretation of the narrative. In conclusion, the academic and fashion industries need to understand the various emerging trends in accordance with the social and cultural backgrounds to derive a positive benefit.

Development of Korean Style Loungewear (Part II)

  • Chae, Keum-Seok;Na, Yooshin
    • 한국의류학회지
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    • 제36권12호
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    • pp.1247-1256
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    • 2012
  • The paper details the development of a Korean style loungewear based on traditional Korean hanbok clothing. For this, we surveyed and collected data from 3,500 adults over 20 years of age. The questions were on their preferences of hanbok for both traditional and contemporary styles as well as loungewear. The survey showed that preferences for hanbok were high for both traditional and contemporary styles. The survey also suggests how a successful mass-produced Korean style loungewear should be designed to increase its popularity. It should feature comfortably simplified silhouettes, a selection of contemporary colors from Korean symbolic colors, modernized Korean textile surface designs, and easy-to-maintain healthy fabric. Based on these results, the development direction of Korean style loungewear was set and various loungewear samples were produced. Another group of survey participants were asked to try on samples and their preferences were surveyed. At the conclusion, a version that was most preferred among the participants was obtained. We suggest one-piece style and two-piece style designs with silhouettes based on the characteristics of traditional Korean costumes. The preferred fabric for loungewear was natural and soft cotton. We suggest the necessity and effectiveness of loungewear made with environment-friendly hanji-fabric. The main colors for loungewear were selected based on survey: blue, red, white, and saekdong (color stripes). We made color combinations with the main colors then applied the textile surface designs. The traditional Korean patterns of Hangeul (Korean letters), taegeuk (yin-yang), geometric figures, and samjogo (three-legged crow) were also chosen, and then loungewear using the textile designs was developed. The results have been shown on the "Han Style Fashion Show" by Jeonju City and exhibited in the "Seoul Living Design Fair" and the "International Art & Craft Trend Fair" in COEX, Seoul.

A Study on clothing in Suhainmyuldo painted on an old tomb of ancient kingdom of Goguryeo between the $4^{th}$ and late $6^{th}$ century

  • Kang, Eun-Sook
    • 패션비즈니스
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    • 제10권3호
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    • pp.54-68
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    • 2006
  • Suhainmyuldo (樹下人物圖) is a type of picture which expresses a person under the tree and is known to be brought to the Korean Peninsula from the Middle Asia. The origin of this kind of expression is assumed to be from Iykshini (or Iygsha), the fairy of tree, in India and the 'Tree of Life' in Western Asia which influenced on the craft art design of Chinese art. However, Chinese art had already developed the motif of this kind in its unique way; for example, Jookrimchilhundo (竹林七賢圖: seven wise men in bamboo forest) in the Six Dynasty. There are only two items of female dress and its ornament from the 4th to 6th century Suhainmyuldo of the Goguryeo ancient tomb mural: one from the Jangchun Tomb No. 1 in which a female figure is portrayed as a part of living genre painting and the other from the Anahk Tomb No. 1 with seven female figures in a painting which is one of the earliest Suhainmyuldos, presumably from the 4th century. These two paintings must be considered in parallel with the origin of Suhainmyuldo. The mountain wizard's dress and Men's dress and its ornament in Suhainmyuldo from the 4th to the late 6th century Goguryeo ancient tomb is mostly joint adjust in which its collar is connected by a line and almost all the wizards are wearing Sang (upper garment). Most mountain wizards are wearing black feather shaped jackets and upper garments. One noticeable observation is that the mountain wizards of Mooyongchong, Tongu Ohgoibun Nos. 4 and 5 are completely different from one another in terms of ways to dress each wizard's official hats and shoes.

가브리엘 샤넬의 모더니즘 - 패션 비즈니스를 중심으로 - (A Study on Modernism of Gabrielle Chanel - Focusing on her Fashion Business -)

  • 이미숙;조규화
    • 패션비즈니스
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    • 제1권3호
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    • pp.1-18
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    • 1997
  • The purpose of this study is to investigate Modernism of Gabrielle Chanel in respect to her fashion business. Chanel always considered the work of a fashion designer 'a technique, a craft, a trade' and chastised couturiers who looked upon themselves as artists. She was the first to cater to the public in its broader sense and to produce standard which appealed to every taste, the first to democratize the art of dressmaking for purely economic reasons. The results were as follows; 1. Chanel personified ~his new spirit of independence and evolved a style of dress for the modern, liberated woman. 2. Chanel excelled at fabrics, their interpretation, and an ability to use them. She had taken a humble material, one that was used by men and that they had shunned, and turned it into a fashionable fabric. In the process she also accelerated the growth of the ready-to-wear industry for it was a fabric within the financial reach of the majority of woman who wanted to dress fashionably but were not well off. 3. Chanel thought black chic and would never go out of fashion. As American Vogue for 1 October 1926 prognosticated, her little black dress became a kind of uniform. 4. Chanel represented an exception among couturiers because she was flattered that her styles were so popular and widely copied. She believed that her style would be affirmed by high-street copies-after all, copying is the sincerest form of flattery. 5. Chanel changed the concept of costume jewellery. It was not an original idea of Chanel's. Whereas Poiret had pioneered the original idea of costume jewellery, it was Chanel's avant-garde way with it not to mention her usual deceptive simplicity and supreme artistry that made costume jewellery evolve a successful and lucrative part of the fashion industry.

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빅블러 관점으로 바라본 패션 시장의 변화에 관한 연구 (A Study on Changes in the Fashion Market Viewed from the Perspective of Big Blur)

  • 박연진;간호섭
    • 패션비즈니스
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    • 제24권4호
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    • pp.144-160
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    • 2020
  • Today, the development of innovative technologies is accompanied by changes in the industrial structure and the Big Blur phenomenon, where the boundaries in various fields are blurred. The purpose of this study was to view the Big Blur phenomenon as a big paradigm shift in the 21st century and derive environmental changes and characteristics of the Korean fashion market. The research method included an analysis of the fashion brands after 2015. Through this study, we intended to establish a framework for understanding the changes in the fashion market from the perspective of Big Blur and discuss the direction of brand marketing. The research results showed the hyperlinks, connectivity, openness, homeostasis, synchronicity, mobility, interactivity, and brand experience of online and offline spaces beyond the boundaries of virtual space and offline physical spaces such as online physical and spatial viewpoints. It also showed the characteristics. The characteristics from the socio-cultural point of view were characteristic of diversity, mixture, coexistence, composability, and pluralism beyond the traditional socio-cultural and regulatory scopes. Hip hop fashion, street fashion, unisex, genderless, androgynous fashion, and kid fashion are the backbone of the Big Blur and are becoming important factors in fashion. The characteristics of the market and economic viewpoint are prosumers that play roles both as producers and consumers. It shows the extensibility of consumers as producers, the cohesiveness of producers and consumers, the cooperation, and the interconnectivity.

들뢰즈의 감각론의 관점으로 본 아이리스 반 헤르펜 패션에 관한 연구 (A Study of Iris Van Herpen Fashion from the Perspective of Deleuze's Sensory Theory)

  • 송해인;김진영
    • 패션비즈니스
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    • 제24권4호
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    • pp.117-129
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    • 2020
  • Just as the name 'aesthetics' implies, the meaning of 'aisthesis' or 'sense' in Greek, is perceived as an important element in modern social design. Gilles Deleuze emphasized sensory expression over the rational side of the body, and argued for sensory theory, which is the theory of how painting produces new senses. The purpose of this study was to theoretically examine the sensory theory of Deleuze, which has given new value to the senses, apply it to analyze the body expression method shown in the Iris van Herpen collection, and derive its aesthetic characteristics. In his sensory theory, Deleuze argued that the senses can be expressed by the embodiment of force and rhythm, and one can only create art through the senses. To develop one's philosophical logic through Bacon's painting, we divided it into Hysteria, Cops sans organs, Diagram, Becoming, and Paired figures. Based on these analyses, the visualization of the senses in Iris van Herpen fashion resulted in hysteria, organ-free body, diagrams, and heterogeneity combinations. Analysis of the method of expression revealed rhythmicity, atypicality, scalability, and reproducibility as expression characteristics. Applying Deleuze's sensory theory to access experimental Iris van Herpen's fashion could confirm that there was an open system's accessibility. Deleuze's sensory theory, which has given a new value to the senses, will further help to understand modern fashion design in a wide and diverse way and discover the intrinsic value within it.