• Title/Summary/Keyword: 광주과학기술원

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Fluvial Processes and Vegetation - Research Trends and Implications (하천과정과 식생 - 연구동향과 시사점)

  • Woo, Hyoseop;Cho, Kang-Hyun;Jang, Chang Lae;Lee, Chan Joo
    • Ecology and Resilient Infrastructure
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    • v.6 no.2
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    • pp.89-100
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    • 2019
  • We've reviewed existing studies on the interactions among vegetation, hydrology, and geomorphology in the stream corridors, adding one more factor of vegetation in the traditional area of hydro-geomorphology. Understanding of the interactions among those three factors is important not only academically but also practically since it is related intimately to the restoration of river corridor as well as management itself. Studies of this area started from field investigations in the latter part of the 20th century and focused on the flume experiments and then computer modelling in the 1990s and 2000s. Now, it has turned again to the field investigations of specific phenomena of the vegetative-hydrologic-geomorphologic interactions in detailed micro scales. Relevant studies in Korea, however, seem to be uncommon and far behind the international status quo in spite that practically important issues related directly to this topic have been emerged. In this study, we propose, based on the extensive literature review and authors' own knowledge and experiences, a conceptual diagram expressing the interactions among vegetation, flow (water), sediment, and geomorphology. Existing relevant studies in Korea since the 1990s are classified according to the categorization in the proposed diagrams and then briefly reviewed. Finally, considering the practical issues of riparian vegetation that have emerged recently in Korea, we propose areas of investigation needed in near future such as, among others, long-term and systematic field investigations and monitoring at multiple river corridors having different attributes on vegetative-hydrologic-geomorphologic interactions, including vegetative dynamics for succession.

Outlier Reduction using C-SCGP for Target Localization based on RSS/AOA in Wireless Sensor Networks (무선 센서 네트워크에서 C-SCGP를 이용한 RSS/AOA 이상치 제거 기반 표적 위치추정 기법)

  • Kang, SeYoung;Lee, Jaehoon;Song, JongIn;Chung, Wonzoo
    • Journal of Convergence for Information Technology
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    • v.11 no.11
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    • pp.31-37
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    • 2021
  • In this paper, we propose an outlier detection algorithm called C-SCGP to prevent the degradation of localization performance based on RSS (Received Signal Strength) and AOA (Angle of Arrival) in the presence of outliers in wireless sensor networks. Since the accuracy of target estimation can significantly deteriorate due to various cause of outliers such as malfunction of sensor, jamming, and severe noise, it is important to detect and filter out all outliers. The single cluster graph partitioning (SCGP) algorithm has been widely used to remove such outliers. The proposed continuous-SCGP (C-SCGP) algorithm overcomes the weakness of the SCGP that requires the threshold and computing probability of outliers, which are impratical in many applications. The results of numerical simulations show that the performance of C-SCGP without setting threshold and probability computation is the same performance of SCGP.

Improvement of Optical and Electrical Properties of AZO Thin Films by Controlling Fluorine Concentration (F 농도 조절을 통한 AZO 박막의 광학적 전기적 특성 향상)

  • Jang, Suyoung;Jang, Jun Sung;Jo, Eunae;Karade, Vijay Chandraknt;Kim, Jihun;Moon, Jong-Ha;Kim, Jin Hyeok
    • Korean Journal of Materials Research
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    • v.31 no.3
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    • pp.150-155
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    • 2021
  • Zinc oxide (ZnO) based transparent conducting oxides (TCO) thin films, are used in many applications such as solar cells, flat panel displays, and LEDs due to their wide bandgap nature and excellent electrical properties. In the present work, fluorine and aluminium-doped ZnO targets are prepared and thin films are deposited on soda-lime glass substrate using a RF magnetron sputtering unit. The aluminium concentration is fixed at 2 wt%, and the fluorine concentration is adjusted between 0 to 2.0 wt% with five different concentrations, namely, Al2ZnO98(AZO), F0.5AZO97.5(FAZO1), F1AZO97(FAZO2), F1.5AZO96.5(FAZO3), and F2AZO96(FAZO4). Thin films are deposited with an RF power of 40 W and working pressure of 5 m Torr at 270 ℃. The morphological analysis performed for the thin film reveals that surface roughness decreases in FAZO1 and FAZO2 samples when doped with a small amount of fluorine. Further, optical and electrical properties measured for FAZO1 sample show average optical transmissions of over 89 % in the visible region and 82.5 % in the infrared region, followed by low resistivity and sheet resistance of 3.59 × 10-4 Ωcm and 5.52 Ω/sq, respectively. In future, these thin films with excellent optoelectronic properties can be used for thin-film solar cell and other optoelectronics applications.

Development of Customized Exercise Service Program for Elderly and Evaluation of Usability (노인 대상 맞춤형 운동서비스 프로그램 개발 및 사용성 평가)

  • Yo-Han, Song;Il-Hyun, Bak;Seon-Yeong, Kwak;Hyun-Min, Lee
    • Journal of the Korean Society of Physical Medicine
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    • v.17 no.4
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    • pp.151-160
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    • 2022
  • PURPOSE: To evaluate the usability of a kiosk-based healthcare service that provides a fitness evaluation and customized exercise program for elderly or chronic musculoskeletal system patients. METHODS: To evaluate the usability of the customized exercise service program, healthy adults (n=20) from Welfare B, located in Gwangju, were selected and studied. Subjective safety, operability, and satisfaction of individual users were obtained as data by distributing questionnaires to subjects who experienced this program and having them fill out the questionnaire. For descriptive statistics related to the survey, frequency analysis was used to determine the frequency and ratio of the variable values of the measurement items. RESULTS: As a result of the usability evaluation, the average score was 4.166, and the average score of each item was 4.025 for safety, 4.272 for operability, and 4.143 for satisfaction. Most users obtained high satisfaction and positive impressions. CONCLUSION: The HARUFIT service, a user-customized exercise program used in this study, can be developed into a device that can improve self-management ability and increase understanding of health care by providing customized exercise based on the results of physical fitness evaluation. It is possible to diversify health management methods and maximize the effect of exercise by making exercise a habit of chronic musculoskeletal disease patients or the elderly using these smart devices.

A Study on Drift Phenomenon of Trained ML (학습된 머신러닝의 표류 현상에 관한 고찰)

  • Shin, ByeongChun;Cha, YoonSeok;Kim, Chaeyun;Cha, ByungRae
    • Smart Media Journal
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    • v.11 no.7
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    • pp.61-69
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    • 2022
  • In the learned machine learning, the performance of machine learning degrades at the same time as drift occurs in terms of learning models and learning data over time. As a solution to this problem, I would like to propose the concept and evaluation method of ML drift to determine the re-learning period of machine learning. An XAI test and an XAI test of an apple image were performed according to strawberry and clarity. In the case of strawberries, the change in the XAI analysis of ML models according to the clarity value was insignificant, and in the case of XAI of apple image, apples normally classified objects and heat map areas, but in the case of apple flowers and buds, the results were insignificant compared to strawberries and apples. This is expected to be caused by the lack of learning images of apple flowers and buds, and more apple flowers and buds will be studied and tested in the future.

Performance Improvement of Facial Gesture-based User Interface Using MediaPipe Face Mesh (MediaPipe Face Mesh를 이용한 얼굴 제스처 기반의 사용자 인터페이스의 성능 개선)

  • Jinwang Mok;Noyoon Kwak
    • Journal of Internet of Things and Convergence
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    • v.9 no.6
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    • pp.125-134
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    • 2023
  • The purpose of this paper is to propose a method to improve the performance of the previous research is characterized by recognizing facial gestures from the 3D coordinates of seven landmarks selected from the MediaPipe Face Mesh model, generating corresponding user events, and executing corresponding commands. The proposed method applied adaptive moving average processing to the cursor positions in the process to stabilize the cursor by alleviating microtremor, and improved performance by blocking temporary opening/closing discrepancies between both eyes when opening and closing both eyes simultaneously. As a result of the usability evaluation of the proposed facial gesture interface, it was confirmed that the average recognition rate of facial gestures was increased to 98.7% compared to 95.8% in the previous research.

The Collaboration between University and Industry: A Case Study of Chonnam National University focusing on the Technology Transfer (대학과 기업 간의 협력: 기술이전을 중심으로 한 전남대학교의 사례 분석)

  • Ahn, Young-Jin
    • Journal of the Economic Geographical Society of Korea
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    • v.18 no.2
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    • pp.190-205
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    • 2015
  • In the knowledge-based economy the innovation through continuous research and development(R&D) is crucial for the economic development and competitiveness of the region or country. The role of university as an institution which creates and diffuses new knowledge and technology should be highly emphasized these days in that context. This study explores the university-industry collaboration. More specifically, technology transfer and knowledge exchange between a university and external industrial partners are examined and the influences of such activities are, then, evaluated in the aspects of innovation and competitive advantages of the industrial partners. The case study on the Chonnam National University indicates that the considerable amount of knowledge and technology developed within the university tended to transferred to local areas, namely Gwangju and Jeonnam region. It can be claimed that the university, at least Chonnam National University, has positive impacts on the regional economy through technology transfer and knowledge share.

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Sound Visualization based on Emotional Analysis of Musical Parameters (음악 구성요소의 감정 구조 분석에 기반 한 시각화 연구)

  • Kim, Hey-Ran;Song, Eun-Sung
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.104-112
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    • 2021
  • In this study, emotional analysis was conducted based on the basic attribute data of music and the emotional model in psychology, and the result was applied to the visualization rules in the formative arts. In the existing studies using musical parameter, there were many cases with more practical purposes to classify, search, and recommend music for people. In this study, the focus was on enabling sound data to be used as a material for creating artworks and used for aesthetic expression. In order to study the music visualization as an art form, a method that can include human emotions should be designed, which is the characteristics of the arts itself. Therefore, a well-structured basic classification of musical attributes and a classification system on emotions were provided. Also, through the shape, color, and animation of the visual elements, the visualization of the musical elements was performed by reflecting the subdivided input parameters based on emotions. This study can be used as basic data for artists who explore a field of music visualization, and the analysis method and work results for matching emotion-based music components and visualizations will be the basis for automated visualization by artificial intelligence in the future.

A Study on Utilization Method of the Metaverse in Digital Heritage (디지털 문화유산의 메타버스 활용방안 연구)

  • Seol, Yeonsu;Joo, Chungmin;Yoo, Jongwon
    • Smart Media Journal
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    • v.10 no.4
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    • pp.111-120
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    • 2021
  • This study looked at how the digital cultural heritage, which is being actively built by the government and public institutions, can be utilized in the metaverse service. Through an expert interview, we investigated how the digital cultural heritage of Bulguksa can be serviced with the four elements of the metaverse: augmented reality, mirror world, lifelogging, and virtual world. As a result of the study, it was confirmed that when digital cultural heritage is used in a virtual space called metaverse, interactive and realistic services can be provided to users. In addition, it was found that users can exhibit, experience, and educate online parts that are not available in real life in the same situation as if they were in the field. Through this, it was confirmed that if digital cultural heritage is designed as a metaverse service, it can provide functions and services of a different level than before. In particular, the result was obtained that it is possible to provide services considering the characteristics of each of the four elements of the metaverse. First, it is possible to obtain the convenience of augmenting the senses by using augmented reality, and secondly, it is possible to obtain the scalability and efficiency of reproducing the real space by using it as a mirror world element. Third, by using the lifelogging element, communication can be strengthened through the user's record and connection, and fourthly, through the virtual world element, roles and activities in the virtual world can be given to the user. Therefore, if digital cultural heritage is developed as a metaverse service in consideration of these factors, a more active and open experience environment can be provided to users.

Global Collaborative Activities on GLORIAD (국제 협업 연구를 위한 글로리아드(GLORIAD) 활용)

  • Lee, Minsun;Oh, Choongsik;Lee, Hyungjin;Ryu, Jinseung;Jang, Haegjin
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.586-588
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    • 2007
  • The Moore's law states that the number of transistors on a chip doubles about every 18 months. And it was reported that the network speed has been doubled about every 9 months. This indicates that computing power and network is no longer the obstacles for the high performance applications requiring terabits networks. We believe that the application motivates the network and vice versa. This presentation will introduce the GLORIAD which is the first ring network connecting six countries around the world and provides scientists with advanced networking tools that improve a communications and data exchange. The GLORIAD trans-Pacific link started its service on August 1, 2005. Since then, there has been remarkable demonstrations were performed through major conferences like Supercomputing Conference. This paper will introduce the global collaborative works on demonstrations of VMT, high energy physics, SDSS and HD video transmission during SC'06 in Tampa, FL.

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