• Smart Media Journal
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• v.10 no.1
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• pp.79-87
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• 2021

In recent years research on automatic font generation with machine learning mainly focus on using transformation-based methods, in comparison, generative model-based methods of font generation have received less attention. Transformation-based methods learn a mapping of the transformations from an existing input to a target. This makes them ambiguous because in some cases a single input reference may correspond to multiple possible outputs. In this work, we focus on font generation using the generative model-based methods which learn the buildup of the characters from noise-to-image. We propose a novel way to train a conditional generative deep neural model so that we can achieve font style control on the generated font images. Our research demonstrates how to generate new font images conditioned on both character class labels and character style labels when using the generative model-based methods. We achieve this by introducing a modified generator network which is given inputs noise, character class, and style, which help us to calculate losses separately for the character class labels and character style labels. We show that adding the character style vector on top of the character class vector separately gives the model rich information about the font and enables us to explicitly specify not only the character class but also the character style that we want the model to generate.

• KSII Transactions on Internet and Information Systems (TIIS)
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• v.13 no.5
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• pp.2509-2528
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• 2019

There are various styles of license plates for different countries and use cases that require style-specific methods. In this paper, we propose and illustrate a multi-style license plate recognition system. The proposed system performs a series of processes for license plate candidates detection, structure classification, character segmentation and character recognition, respectively. Specifically, we introduce a license plate structure classification process to identify its style that precedes character segmentation and recognition processes. We use a K-Nearest Neighbors algorithm with pre-training steps to recognize numbers and characters on multi-style license plates. To show feasibility of our multi-style license plate recognition system, we evaluate our system for multi-style license plates covering single line, double line, different backgrounds and character colors on Korean and the U.S. license plates. For the evaluation of Korean license plate recognition, we used a 50 minutes long input video that contains 138 vehicles of 6 different license plate styles, where each frame of the video is processed through a series of license plate recognition processes. From two experiments results, we show that various LP styles can be recognized under 50 ms processing time and with over 99% accuracy, and can be extended through additional learning and training steps.

• Journal of the Korean Home Economics Association
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• v.49 no.3
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• pp.67-77
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• 2011

The purpose of this study was to clarify the symbolic meanings of the beautiful girls' character fashion in modern Japanese animations. This study investigated the currency and characteristics of the beautiful girls' characters from the 80's to the present. The fashion style of a beautiful girl's character was categorized into four styles: trendy style, adult style, Lolita style and fantasy style. These fashion styles were analyzed, and as a result, three symbolic meanings of the fashion style of a beautiful girl's character are discussed. Firstly, these occidentalized body styles represented idealized body images that are not traditionally Japanese. Secondly, the adult style (growth) represented coming out, i.e. the desires to develop from a child into an adult. Thirdly, the adult (transformation), Lolita and fantastic styles appealed to maniac consumers, having a "Moe" feeling.

• Archives of design research
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• v.14 no.3
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• pp.135-144
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• 2001

What find the motive of new design from Korean traditional cultural inheritance and symbolize it visually is to create a new design of Korean style into the harmony of shape and aesthetics by harmonizing past design and modern one, to discover the value of the future, and to make a new traditional culture. This study is to find the motive of design from Korean traditional pattern and character of the twelve horary signs, to develop unique Korean style character by studying character to cause novel and refined sense and interest through the mix of traditional image and modern one, and to propose a plan to apply in various and practice the Korean style character to modern design. In addition, the purpose of this study is to discover the identity of Korean style from foreign culture by presenting identity and originality with our peculiar cultural elements as well as to develop the visual effect and character of traditional pattern, and to have national competitiveness with Korean style design from the world market of the future.

• Journal of Digital Convergence
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• v.13 no.2
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• pp.343-349
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• 2015

This paper aims to propose the typology suitable for games by analyzing the fashion styles of game characters and define the characteristics by type. The data collected was classified into the style groups with similarities, and the game character styles were named using representative terms. Then, five styles were identified and analyzed with the focus on clothing, hairstyle, and accessories: Creative Style, Attractive Style, Grotesque Style, Usual Style, and Suit Style. Creative Style was the unique style with partial addition or removal as the creative design. Attractive Style expressed the sexual attraction by design with significant exposure of body parts and skintight design. Grotesque Style showed grotesque, eerie, and dreary design. Usual Style was a plain and practical style. Finally, Suit Style was a kind of armor covering the whole body. The analysis results in this paper will bridge the difference of opinions between gamers and developers related to fashion style and, finally, help to enhance the competitiveness of game design.

• The Research Journal of the Costume Culture
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• v.18 no.2
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• pp.290-303
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• 2010

In this research, I compared and analyzed the 'factors of style' that expresses and visualizes the 'characteristics of characters' and the characters from three movies each that was filmed with Kang Ho Song and Keong Ku Seol who acted in many movies both. As the result, for the factors for actors' makeup design, since they have limited choices of textures, colors, and the range of changes, changing the tone of skin to light to dark implied the images of characteristics. Somewhat dark skin tone that was like tanned skin expressed the life style of the character who works for an active profession not for an intellectual position. For the factors of hair style, medium sized wavy hair that goes straight down forehead expressed the character's familiar and informal personality while short cut sized all back style hair expressed confidence, sociality, and logical personality of the character. The actors' costume was important to express the characteristics of characters such as changes of their mind, especially the costumes delivered symbolic meanings of the role of their social class, profession, and their financial state. In addition, there were common factors to create and design a character in terms of the changes of the actors' body shape; when the actor acted the character who has conflicts inside and sarcastic personality, they lost weight on purpose while they gained weight and made a barrel shaped body to act the character who is positive in every occasion and does not realize the real world or who is greed.

• Journal of the Korea Computer Graphics Society
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• v.25 no.3
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• pp.85-92
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• 2019

A 3D virtual character playing a role in a digital story-telling has a unique style in its appearance and motion. Because the style reflects the unique personality of the character, it is very important to preserve the style and keep its consistency. However, when the character's motion is directly controlled by a user's motion who is wearing motion sensors, the unique style can be discarded. We present a novel character motion control method that uses only a small amount of animation data created only for the character to preserve the style of the character motion. Instead of machine learning approaches requiring a large amount of training data, we suggest a search-based method, which directly searches the most similar character pose from the animation data to the current user's pose. To show the usability of our method, we conducted our experiments with a character model and its animation data created by an expert designer for a virtual reality game. To prove that our method preserves well the original motion style of the character, we compared our result with the result obtained by using general human motion capture data. In addition, to show the scalability of our method, we presented experimental results with different numbers of motion sensors.

• Journal of Digital Convergence
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• v.13 no.5
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• pp.309-316
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• 2015

The styles by character type in customizing systems were analyzed, being classified into creative style, attractive style, grotesque style, usual style, and suit style on the basis of the 'fashion style types of game characters' proposed in the previous research. The creative and convergent designs that couldn't be implemented in reality were expressed in various forms because those designs were created in virtual space, one feature of games. The analysis of the fashion styles of characters was focused on the RPG using the characters with exaggerated body proportions beyond the general body proportions in reality and the features on game characters that were identified by gamers. Thus, the creative style and attractive style showed a high frequency. The common features were identified because the costume designs and colors for characters are generally selected in accordance with the gamers' requests or by reflecting the view on the world. However, it was difficult to find out the representative cases for hair designs and colors because of excessively diverse expressions. The results of this paper will be a valuable reference for the research on the fashion item development manual satisfying the gamers' personalities and requests and relevant research.

• Journal of the Korean Society of Clothing and Textiles
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• v.34 no.2
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• pp.357-370
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• 2010

This study presents the basic resources for the enhancement of the competitiveness of the Korean fashion brands in the Chinese fashion market. They are composed of the differences and common points of clothing styles in Seoul, Beijing, and Shanghai, by analyzing the style comparatively. The research was performed by taking pictures of the Summer 2009 street fashions, from July $1^{st}$ to July $15^{th}$ 1999 (10 am to 5 pm). Among the data about the three cities, 200 photos were selected of women in their twenties and thirties, respectively. The disparity of regional preferences were noted in the fields of easy casual, romantic casual, sports casual, character casual, classic style, and feminine style. There were no specific differences in style among the three cities in the easy casual and classic style. The romantic casual after the easy casual were more prevalent in Seoul, as compared to the two cities in China. The neat style was more prevalent in Seoul. In Beijing the feminine style after the easy casual were preferred. The conservative style was more preferred in Seoul, while the body exposed style was preferred in Beijing and Shanghai. In Shanghai, the character casual was preferred and shows the similarity to the fashion style of Seoul, rather than Beijing. The high exposure of the body in romantic casual and feminine styles was more remarkable in Beijing and Shanghai. The frequency of the character casual that emphasized individuality with a unique style was relatively high in Shanghai. Seoul, Shanghai, and Beijing showed a similarity in the acceptance of fashion trends and preferences in clothing style. However, the fashion coordination in Shanghai and Beijing was different from Seoul.

• Korean Institute of Interior Design Journal
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• v.16 no.2 s.61
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• pp.172-180
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• 2007

Today, games, movies and amusements are the occupation of museums. This study will investigate the current trend of the theme park-style museum, the alternative space of the 21th centuty. Theme parks have moved beyond the concept of park, and they have application in commercial space, medical space, educational space and other areas, even exhibition space in an advanced country. This study researches into the characteristics of the theme park and museum, and how the style of the theme park-style museum is created. Its aim is to analyze the character of theme Park-style museum through case study with a focus on style. The theme park-style museum is an exhibition space with an emphasis on the characteristics of a theme park. The style of a theme park-style museum can be divided into ride-type, food-type, character-type and landscape-type attractions. Attractions are an important element of theme park-style museum. We recognize the new paradigm of museum in the theme park-style museum, but need to propose a method that will apply attraction elements to an exhibition space. The theme park-style museum will continually evolve with new attractions, and it is recommended that museums plan today for these changes.