• Convergence Security Journal
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• v.22 no.5
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• pp.11-20
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• 2022

As the Internet and web technology develop around mobile devices, image data contains various types of sensitive information such as people, text, and space. In addition to these characteristics, as the use of SNS increases, the amount of damage caused by exposure and abuse of personal information online is increasing. However, research on de-identification technology based on multi-type object detection for personal information protection is insufficient. Therefore, this paper proposes an artificial intelligence model that detects and de-identifies multiple types of objects using existing single-type object detection models in parallel. Through cutmix, an image in which person and text objects exist together are created and composed of training data, and detection and de-identification of objects with different characteristics of person and text was performed. The proposed model achieves a precision of 0.724 and mAP@.5 of 0.745 when two objects are present at the same time. In addition, after de-identification, mAP@.5 was 0.224 for all objects, showing a decrease of 0.4 or more.

• Proceedings of the KAIS Fall Conference
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• 2006.05a
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• pp.513-516
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• 2006

인터넷의 발달로 인터넷 사용자는 기하급수적으로 증가하게 되었으며, 인터넷을 기반으로 하는 수많은 응용프로그램들이 개발되고 있다. 인터넷상에는 수많은 사이트(site)들이 존재하며 방문자들의 주목을 받기 위하여 여러 가지 기법을 선보이고 있다. 그러나 컴퓨터상의 정적인 2차원 평면하에서는 현실감 및 입체감을 경험하는 것이 한계가 있다. 따라서 플래시(flash)와 같은 플러그인(plug-in) 및 동영상을 도입하여 동적인 컨텐츠를 제공하는 사례가 늘고 있으며 한편으로 최근 가상현실(Virtual Reality) 기법을 이용한 사이트들이 점차 증가하고 있는 추세이다. 가상현실은 컴퓨터가 제공하는 3차원의 컴퓨터 그래픽 기술을 이용하여 사용자와 온라인으로 상호대화를 하는 기법이라고 간단히 정의할 수 있다[2,3]. 가상현실을 이용하여 3차원 실시간 구현 기술을 웹에 적용시킴으로서 3차원 공간에서 현실감을 느낄 수 있게 함과 동시에 입체적인 정보를 사용자에게 제공할 수 있게 하는 기법들이 속속 선보이게 되었다. 현재 다양한 인터넷 기반 3차원 가상 현실 기술이 각각 서로 다른 기술 및 특징들을 가지고 나와 있다. 3차원 가상 공간을 구현한다. 선택한 물체에 사진 이미지기반 방식과 3차원 모델링 방식을 모두 적용하여 보다 현실감 있고 모든 방향으로의 접근이 가능하도록 하며. 또한 3차원 사운드 및 동영상도 함께 제공하며 가상 공간과 인간의 실질적 교감을 현실화 시키는 인터페이스를 제시하는 데에 연구의 목적이 있다.

• Proceedings of the Korea Contents Association Conference
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• 2006.05a
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• pp.267-272
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• 2006

The motion-graphic have been a more important factor in image illustration and typography since the development of visual culture was advanced. Therefore the visualized case of intented content with the creative typography is easily seen in television CF, movies and web pages. They suggest that variable factors such as language, time, shape, motion, color and sound should be applied and produced to motion typogaraphy. But the physiologic features as sex, age, health status, illness and physical size have an important effect in the communication process. So, the more effective result were gained than the fast-developing other mass media if these features were applied to the motion typography with semi-language speciality.

• 한국HCI학회:학술대회논문집
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• 2007.02b
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• pp.270-277
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• 2007

가상공간에서 사용자들은 온라인 커뮤니티(Online Community)로 관계(Relationship)를 맺고, 같은 관심사를 가지고 공감대를 형성하는 일이 하나의 디지털문화로 형성되었다. 이러한 가상공간에서 자신을 대변할 수 있는 또 다른 나, 즉 아바타(Avatar)에 대한 선호가 증가하고 있으며, 사용목적에 따른 사용자 감성의 반영으로 아바타 디자인이 다양한 형태로 발전하고 있다. 아바타의 근원은 분신(分身) 화신(化身)을 뜻하는 산스크리스트어 '아바따라(avataara)'에서 유래되었으며, 인터넷시대가 열리면서 3차원이나 가상현실게임 또는 웹에서의 채팅 등을 즐길 때 사용자를 대신하는 그래픽 아이콘으로 표상되면서 인터넷 상에서 자신을 대표하는 분신으로 정의되고 있다. 본 연구의 목적은 인터넷 매체 서비스 이용자의 아바타 사용에 따른 유형별 특성에 관한 것으로서, 이 연구를 통해 아바타 디자인의 시각적 표현요소에 효과적으로 활용될 수 요인을 찾고자 하였다. 분석을 위해 인터넷 공동체 집단을 미니홈피/블로그, 채팅, 게임으로 구분하였으며, 아바타 이용자들이 이와 같은 커뮤니티를 이용할 때 어떤 목적에 따라 사용하고 있으며, 그들이 아바타를 선택할 때 어떤 유형별 특성이 나타나는가를 실증하고자 하였다. 이것은 아바타 이용자들이 자신이 표현하려는 아바타 이미지와의 관계를 파악함으로써 가상세계에서 표출하는 아바타 사용 목적에 맞는 유형을 설명할 수 있을 것이다. 따라서 아바타 이용자의 특성을 파악하여 그들의 감성을 반영하는 디자인 전략을 세울 수 있다. 연구방법은 아바타의 개념과 유형분류, 그리고 미니홈피/블로그, 게임, 채팅의 이론적 논의 및 근거제시를 위한 문헌연구를 하였으며, 아바타 이용목적에 따른 유형별 특성을 심도 있게 파악하기 위해 질적연구(Qualitative)로서 표적집단면접(Focus Group Interview)을 실시하였으며, 그에 따른 내용분석과 표현분석을 하였다. 그리고 이것을 보다 객관적으로 검증(verification)하기 위해 양적연구(Quantitative)를 병행하였다. 조사대상은 아바타를 이용해 본 경험이 있는 384명의 학생들이며, 성별 연령별에 따른 분류를 통해 각 조사대상자별 특징을 발견하고자 하였다. 조사를 통해 미니홈피/블로그, 채팅, 게임의 서비스 공간에서 보여 지는 각각의 특성에 맞게 아바타 이용자들은 자신이 표현하려는 아바타의 유형에서 선호의 차이를 나타내고 있음을 알 수 있었다. 결과적으로 아바타사용자의 인터넷 매체 이용목적에 따른 유형별 특성을 파악할 수 있었으며, 향후 사이트(site)의 특성에 따라 사용자의 감성선호를 고려한 아바타 디자인 전략과 그 모델(Design model)을 제시할 수 있을 것이다.

• Journal of Game and Entertainment
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• v.2 no.2
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• pp.61-69
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• 2006

Along with advance in visual culture, the importance of motion graphic has been increasingly emphasized day by day, which can maximize information delivery using image illustration and typography, graphic factors of images. In addition, we can easily see increasing cases where what a designer intends is visualized using creative typography in diverse mass media such as TV commercials, movies or web. Thanks to the effects of this trend, various ways of manufacturing works have been proposed in the field of motion typography by applying diverse factors including verbal ones, time, form, motion, colors, and sound for the purpose of expressing formless semantic notions through visual form of typography. However, physiological features such as sex, age, health status, pathological conditions, and body size can have a bigger effect on the process of real communication. Therefore, if property of quasi-verbal sound can be reflected appropriately in motion typography where communication is expressed only by visual form, it can enable people to understand what a designer intends faster and more exactly.

• Journal of Intelligence and Information Systems
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• v.18 no.1
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• pp.1-21
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• 2012

In recent years, mobile phone has experienced an extremely fast evolution. It is equipped with high-quality color displays, high resolution cameras, and real-time accelerated 3D graphics. In addition, some other features are includes GPS sensor and Digital Compass, etc. This evolution advent significantly helps the application developers to use the power of smart-phones, to create a rich environment that offers a wide range of services and exciting possibilities. To date mobile AR in outdoor research there are many popular location-based AR services, such Layar and Wikitude. These systems have big limitation the AR contents hardly overlaid on the real target. Another research is context-based AR services using image recognition and tracking. The AR contents are precisely overlaid on the real target. But the real-time performance is restricted by the retrieval time and hardly implement in large scale area. In our work, we exploit to combine advantages of location-based AR with context-based AR. The system can easily find out surrounding landmarks first and then do the recognition and tracking with them. The proposed system mainly consists of two major parts-landmark browsing module and annotation module. In landmark browsing module, user can view an augmented virtual information (information media), such as text, picture and video on their smart-phone viewfinder, when they pointing out their smart-phone to a certain building or landmark. For this, landmark recognition technique is applied in this work. SURF point-based features are used in the matching process due to their robustness. To ensure the image retrieval and matching processes is fast enough for real time tracking, we exploit the contextual device (GPS and digital compass) information. This is necessary to select the nearest and pointed orientation landmarks from the database. The queried image is only matched with this selected data. Therefore, the speed for matching will be significantly increased. Secondly is the annotation module. Instead of viewing only the augmented information media, user can create virtual annotation based on linked data. Having to know a full knowledge about the landmark, are not necessary required. They can simply look for the appropriate topic by searching it with a keyword in linked data. With this, it helps the system to find out target URI in order to generate correct AR contents. On the other hand, in order to recognize target landmarks, images of selected building or landmark are captured from different angle and distance. This procedure looks like a similar processing of building a connection between the real building and the virtual information existed in the Linked Open Data. In our experiments, search range in the database is reduced by clustering images into groups according to their coordinates. A Grid-base clustering method and user location information are used to restrict the retrieval range. Comparing the existed research using cluster and GPS information the retrieval time is around 70~80ms. Experiment results show our approach the retrieval time reduces to around 18~20ms in average. Therefore the totally processing time is reduced from 490~540ms to 438~480ms. The performance improvement will be more obvious when the database growing. It demonstrates the proposed system is efficient and robust in many cases.

• Cartoon and Animation Studies
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• s.33
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• pp.469-502
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• 2013

Webtoons are popularly consumed in Korea. Especially the 'Dailytoons', which are composed of short episodes, are the most popular form of webtoons. This study focuses on the specific narrative structure of the dailytoons, and also tries to figure out what makes webtoons so popular. This study tried to analyze the special features of figures, events, and backgrounds of webtoons. Particularly in webtoons, Korean metropolitan is employed as a background and the daily life of the lower middle class in this big city is importantly used in the story. Each cut of a webtoon consists of simple words and images, and it shows the life of modern people and the way they recognize the reality. The important thing is that the image and the narrative of one cut often appears contradictively. 'Irony' occurs in the process of combination of the words and images. And the life of the lower middle class is depicted 'fun-and-sadly' through irony. For example, the main characters of webtoons are portrayed as persecuted victims because of their lack of information or ignorance. At this point, they are described ridiculously by a play on words. In addition, webtoons often presents twist plots using the scroll bars and margins of 'web' interface. Also it uses parody to show reality in satire. With irony, webtoons represent the daily life of the public, which is cynical as well as humorous. This study tried to suggest that webtoons should attribute its success to 'irony' in its narrative.

• The Journal of the Korea Contents Association
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• v.19 no.10
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• pp.353-363
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• 2019

This study is for the use of color recommendation system for the color combination of mobile application. For this study, color combination methods of a material design color system that recommends harmonized colors automatically and of a mobile web application were applied to a mobile application design and a color combination experiment was carried out. Then for a survey on the experiment using the two methods, color combinations, selected colors and satisfaction with outputs were investigated on a 7-point Likert scale. And color combination characteristics of outputs were compared. It was found that the material design color palette made it easy to select colors by systematizing the regular coloring stages of fixed colors automatically, but there were differences in color compositions and color scopes of dominant color, assort color and accent colors, which are three-color combinations of mobile web application and accent color selection function was required for each design, since only primary colors and secondary colors could be selected. Moreover, chromatic colors were used a lot in the material system because of the fixed color scopes and color combination scopes and images of color combination outcomes varied depending on the color combination scopes, even when tones with a big contrast or complementary colors were selected. The role of color composition was important according to the color combination scopes.

• The Journal of Korean Institute of Next Generation Computing
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• v.14 no.6
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• pp.30-43
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• 2018

Many studies have been carried out to retrieve images using colors, shapes, and textures which are characteristic of images. In addition, there is also progress in research related to the disease images of the crop. In this paper, to be a help to identify the disease occurred in crops grown in the agricultural field, we propose a similarity-based crop disease search system using the diseases image of horticulture crops. The proposed system improves the similarity retrieval performance compared to existing ones through the combination descriptor without using a single descriptor and applied the weight based calculation method to provide users with highly readable similarity search results. In this paper, a total of 13 Descriptors were used in combination. We used to retrieval of disease of six crops using a combination Descriptor, and a combination Descriptor with the highest average accuracy for each crop was selected as a combination Descriptor for the crop. The retrieved result were expressed as a percentage using the calculation method based on the ratio of disease names, and calculation method based on the weight. The calculation method based on the ratio of disease name has a problem in that number of images used in the query image and similarity search was output in a first order. To solve this problem, we used a calculation method based on weight. We applied the test image of each disease name to each of the two calculation methods to measure the classification performance of the retrieval results. We compared averages of retrieval performance for two calculation method for each crop. In cases of red pepper and apple, the performance of the calculation method based on the ratio of disease names was about 11.89% on average higher than that of the calculation method based on weight, respectively. In cases of chrysanthemum, strawberry, pear, and grape, the performance of the calculation method based on the weight was about 20.34% on average higher than that of the calculation method based on the ratio of disease names, respectively. In addition, the system proposed in this paper, UI/UX was configured conveniently via the feedback of actual users. Each system screen has a title and a description of the screen at the top, and was configured to display a user to conveniently view the information on the disease. The information of the disease searched based on the calculation method proposed above displays images and disease names of similar diseases. The system's environment is implemented for use with a web browser based on a pc environment and a web browser based on a mobile device environment.

• Journal of the Korean Association of Geographic Information Studies
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• v.3 no.3
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• pp.69-76
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• 2000

This study deals with development GIS application using web-based CAD, this application serves to user, designer, manager that more convenient and various functions. Development to this application, collect attribute data from fieldwork and geographic data from cadastral map and aerial survey map and then development to user interface using HTML, JavaScript, ASP, Whip ActiveX control. This application's characters are as follows ; First, system designer designed that anyone who have basic knowledge about web and CAD can develop this application. A system structure simplification by 2-Tier. Geographic information use DWF(drawing web format) file and attribute information use DBMS in consideration of extension. Second, system manager can service independently GIS in Web need not high priced GIS engine, so more economical. Third, internet user get service GIS information and function that search of information, zoom in/out, pan, print etc., if you need more functions, add function without difficultly. Developed application as above, not only save volume but fast of speed as use vector data exclude character and image data. Also, this application can used by means of commercial and travel information service but also various GIS service of public institution and private in web.