• 디자인학연구
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• 제15권4호
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• pp.47-56
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• 2002

본 연구는 초현실주의적 사조가 현대조형예술에 어떻게 구현되고 있는지를 규명하고 초현실주의의 입장에서 표현한 아트메이크업을 제안하는 데 있다. 또한 초현실주의적 아트메이크업을 표현함으로써 메이크없 또한 예술의 사조와 흐름을 함께하는 예술적 존재라는 사실을 재확인하고자 하는 것에 본 연구의 목적이 있다. 이론고찰에서 얻은 결과를 작품을 통해 이론과 실제를 연결시켰다. 기존의 초현실주의 회화에서 모티브를 착안한 작품과 본 연구자가 초현실적 표현을 시도해 본 작품으로 제목은 다음과 같다. <작품1-DALI's expression>, <작품2-MAGRITTE's expression>, <작품3-ERNST's expression>, <작품4-첼로>, <작품5-ZIPPER>, <작품6-A DROP OF WATER>로 총6점을 제작하였다. 본 연구의 작품제작을 통해 얻은 결론은 다음과 같다. 첫째, 초현실주의 회화에서 많이 보여지는 소재와 이미지를 응용하여 인체에 구성한 결과 현대적 조형감각과 선 감각이 표출되었다. 둘째, 색이나 표현, 주제, 기법, 재료 등에 구속받지 않고 예술적 이미지를 위한 아트 메이크업의 특성이 표출되었다. 셋째, 극히 주관적인 초현실주의 회화와 이념을 여러 각도로 응용하여 다양한 소재의 메이크업과 흥미로운 표현방법으로 인한 무한한 창작의 가능성을 부여하였다.

• 정보처리학회논문지:소프트웨어 및 데이터공학
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• 제8권10호
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• pp.397-402
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• 2019

암 환자에게 적절한 치료계획을 제공하기 위해 암의 진행양상 또는 환자의 생존 기간 등에 해당하는 환자의 예후를 정확히 예측하는 것은 생물정보학 분야에서 다루는 중요한 도전 과제 중 하나이다. 많은 연구에서 암 환자의 유전자 발현량 데이터를 이용하여 환자의 예후를 예측하는 기계학습 모델들이 많이 제안되어 오고 있다. 유전자 발현량 데이터는 약 17,000개의 유전자에 대한 수치값을 갖는 고차원의 수치형 자료이기에, 기존의 연구들은 특징 선택 또는 차원 축소 전략을 이용하여 예측 모델의 성능 향상을 도모하였다. 그러나 이러한 접근법은 특징 선택과 예측 모델의 훈련이 분리되어 있어서, 기계학습 모델은 선별된 유전자들이 생물학적으로 어떤 관계가 있는지 알기가 어렵다. 본 연구에서는 유전자 발현량 데이터를 이미지 형태로 변환하여 예후 예측이 효과적으로 특징 선택 및 예후 예측을 수행할 수 있는 기법을 제안한다. 유전자들 사이의 생물학적 상호작용 관계를 유전자 발현량 데이터에 통합하기 위해 Node2Vec을 활용하였으며, 2차원 이미지로 표현된 발현량 데이터를 효과적으로 학습할 수 있도록 합성곱 신경망 모델을 사용하였다. 제안하는 모델의 성능은 이중 교차검증을 통해 평가되었고, 유전자 발현량 데이터를 그대로 이용하는 기계학습모델보다 우월한 예후 예측 정확도를 가지는 것이 확인되었다. Node2Vec을 이용한 유전자 발현량의 새로운 이미지 표현법은 특징 선택으로 인한 정보의 손실이 없어 예측 모델의 성능을 높일 수 있으며, 이러한 접근법이 개인 맞춤형 의학의 발전에 이바지할 것으로 기대한다.

• 한국멀티미디어학회논문지
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• 제14권4호
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• pp.494-503
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• 2011

본 논문에서는 스마트폰에서 웃음 치료를 위한 표정인식 애플리케이션을 제안한다. 제안된 방법에서는 스마트폰의 전면 카메라 영상으로부터 AdaBoost 얼굴 검출 알고리즘을 이용하여 얼굴을 검출한다. 얼굴을 검출한 다음에는 얼굴 영상으로부터 입술 영역을 검출한다. 그 다음 프레임부터는 얼굴을 검출하지 않고 이전 프레임에서 검출된 입술영역을 3단계 블록 매칭 기법을 이용하여 추적한다. 카메라와 얼굴 사이의 거리에 따라 입술 영역의 크기가 달라지므로, 입술 영역을 구한 다음에는 고정된 크기로 정규화한다. 그리고 주변 조명 상태에 따라 영상이 달라지므로, 본 논문에서는 히스토그램 매칭과 좌우대칭을 결합하는 조명 정규화 알고리즘을 이용하여 조명 보정 전처리를 함으로써 조명에 의한 영향을 줄일 수 있도록 하였다. 그 다음에는 검출된 입술 영상에 주성분 분석을 적용하여 특징 벡터를 추출하고 다층퍼셉트론 인공신경망을 이용하여 실시간으로 웃음 표정을 인식한다. 스마트폰을 이용하여 실험한 결과, 제안된 방법은 초당 16.7프레임을 처리할 수 있어서 실시간으로 동작 가능하였고 인식률 실험에서도 기존의 조명 정규화 방법보다 개선된 성능을 보였다.

• International Journal of Internet, Broadcasting and Communication
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• 제7권2호
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• pp.51-55
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• 2015

This paper proposes an algorithm for risk situation recognition using facial expression. The proposed method recognitions the surprise and fear expression among human's various emotional expression for recognizing dangerous situation. The proposed method firstly extracts the facial region using Harr-like technique from input, detects eye region and lip region from the extracted face. And then, the method applies Uniform LBP to each region, detects facial expression, and recognizes dangerous situation. The proposed method is evaluated for MUCT database image and web cam input. The proposed method produces good results of facial expression and discriminates dangerous situation well and the average recognition rate is 91.05%.

• 한국실내디자인학회논문집
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• 제15권1호
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• pp.98-105
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• 2006

This study tries to find how architects interpret and express fashion brand images. First, it examines the concept of brand images and its architectural expression of them in contemporary commercial architecture. Second, it investigates the brand strategies and architectural expression strategies of world-famous fashion brand companies such as Prada and Louis Vuitton. Third, it finds out architects' expression of the brand strategies focusing on Rem Koolhaas, Herzog & do Meuron, Jun Aoki, Barthelemy-Grino, Kumiko Inui. In conclusion, architects have their own expression tools for fashion brand images but the extent of expression vanes according to each brand strategy.

• Journal of Information Processing Systems
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• 제17권2호
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• pp.399-410
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• 2021

Aiming at the problem that complex external variables in natural scenes have a greater impact on facial expression recognition results, a facial expression recognition method based on two-stream convolutional neural network is proposed. The model introduces exponentially enhanced shared input weights before each level of convolution input, and uses soft attention mechanism modules on the space-time features of the combination of static and dynamic streams. This enables the network to autonomously find areas that are more relevant to the expression category and pay more attention to these areas. Through these means, the information of irrelevant interference areas is suppressed. In order to solve the problem of poor local robustness caused by lighting and expression changes, this paper also performs lighting preprocessing with the lighting preprocessing chain algorithm to eliminate most of the lighting effects. Experimental results on AFEW6.0 and Multi-PIE datasets show that the recognition rates of this method are 95.05% and 61.40%, respectively, which are better than other comparison methods.

• 복식
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• 제55권7호
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• pp.101-113
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• 2005

The purpose of this research was to identify the perception maps of Imported make-up brands and advertising images by analyzing their ads in periodicals from 2004 S/S. A self-administered questionnaire included seven adjectives to describe the brand and advertising images of the imported make-up products. Data was analyzed by using the KYST, CORAN, and SPSS programs, the positioning through Multi-Dimensional Scaling. The results of the research were as follows: 1. The perception of the brand images of Chanel, Chiristian Dior, and Lancome was the highest. The advertising images of Clinique and Bourjois were the highest and that of Shiseido was the lowest. 2. The respondents perceived Christian Dior and Chanel to be similar in the brand image factors of good quality, sophistication and uniqueness. Christian Dior, Chanel, and Lancome were all perceived similarly in their degree of familiarity and level of stimulation.

• 복식문화연구
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• 제14권2호
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• pp.234-246
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• 2006

As social recognition about men changes and men's concern about appearance increases, so in the social phenomenon of men's toiletries' diversification, ramification and specialization, the aim of this study is to analyze meaning of men's toiletries centered on men's toiletries advertisement published on men's fashion magazines which can be said to speak for men's culture. After collecting of 209 kinds of men's toiletries advertisements published in 'Esquire' and based on contents analysis results divided into domestic & foreign toiletries and perfumery, the symbolic analysis result with selection of representative advertisement in each field separately is that there are more cases of giving salience to a product through image expression rather than emphasizing product's function only, and the emphasis of image only achieves eminence in case of perfumery. At the comparison of domestic with foreign toiletries, in case of domestic toiletries, there are more cases of expressing meaning of toiletries through model image or backgrounds, while in case of foreign toiletries, there are more cases of expressing of function or effect of product through general image itself.

• 복식문화연구
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• 제30권6호
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• pp.861-879
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• 2022

Simulacre means a copy of the original, an ostensible representation of someone or something. This study closely looks at the 2017 <VOGUE like a painting exhibition> hosted by the fashion magazine Vogue. The purpose of this study is to use both theoretical and empirical analysis to analyze the simulacre developed in fashion photographs inspired by famous paintings in the exhibition booklet. The booklet is divided into four sections: portrait, rococo, landscape painting, from avant-garde to pop art. It also contains 55 pieces comparing the original masterpieces to the works of 26 photographers inspired by them. The fashion photographs were analyzed using Jean Baudrillard's four stages of simulacre transformation: represent, denature, dissimulate, and replace image change theory. The degree of simulacre expression was indicated three times on a four-point Likert scale by five fashion majors, and the results were integrated and analyzed. As a result, in fashion photography, simulacre-due to the development of photography technology and the photographer's artistry-appeared in various ways; image denature was most preferred, followed by dissimulate, represent, and replace. This study shows that image analysis of fashion photo-graphs and applying the perspective of simulacre when creating artworks can be a way to obtain rich qualitative data in the future.

• Human Ecology Research
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• 제52권1호
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• pp.21-31
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• 2014

The purpose of this study was to analyze the types and meanings of calligraphy presented in modern fashion design. Calligraphy refers to beautiful handwriting or fine penmanship in the West, and handwriting with brushstrokes in the East. The expression patterns being used at present can be divided into three categories. Legible calligraphy is focused on readability more than embellishment. Decorative calligraphy places its importance on decoration at the expense of practicality. The third type, harmonious calligraphy, pursues decorativeness and legibility at the same time. Each of these types of calligraphy is expressed in modern fashion with its own purpose: calligraphy for conveying emotional messages, calligraphy as a special brand image, and calligraphy as an expression of formativeness. The first, calligraphy for conveying emotional messages, is used with characters that are familiar to the public. Calligraphy of this type delivers messages confined emotionally to the conscious world, harmonizing calligraphy with words, or expressing readability filled with purity and delight. Second, calligraphy as a special brand image refers to transmitting a distinctive brand image from other companies through employment of a design motive or pattern by expressing the brand logos or names of designers. Third, calligraphy as a expression of formativeness has the function of shaping expressions as motives or patterns, avoiding meanings of words or phrases. It can be represented by the abbreviation or modification of words, or arranging words in different shapes, harmonizing the words with the clothing construction and atmosphere of the other images.