• Electronics and Telecommunications Trends
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• v.29 no.6
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• pp.113-125
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• 2014

최근 모바일 단말 기술의 발전과 무선망의 성능 향상에 따른 다양한 서비스가 제공되고 있는 추세이며, 위치정보인식시스템과 결합된 서비스에 많은 관심이 높아졌다. 본고에서는 GPS(Global Positioning System)의 신호가 미치지 못하는 건물의 실내환경에 적합한 경로 안내서비스 및 지하시설물 안내 등 초정밀 실내 측위 서비스를 제공하기 위한 융합 측위 방안을 제안한다. 융합 측위 방안은 실내외 연속 측위를 위해 실외에서는 GPS를 이용하고 실내환경에서는 WLAN 기반의 측위 전용 AP(Access Point)를 이용, 전파신호의 LoS(Line of Sight)를 확보하여 측위하고 전파음영지역에서는 스마트폰의 가속도, 자이로센서 등 여러 가지 관성센서를 활용하여 PDR(Pedestrian Dead Reckoning) 알고리즘 등을 적용하여 측위한다. 또한 측위 정확도 향상 및 오차를 줄이기 위한 방법으로 LSE(Least Squire Estimation) 및 EKF(Extended Kalman Filter), KNN(K-Neighbor Node)/MSSM(Maximum Signal Strength Model) Algorithm 등 다양한 융합 측위 알고리즘을 적용하여 실내환경에 적합한 최적의 초정밀 실내 측위 서비스를 제공한다.

• Journal of the Institute of Convergence Signal Processing
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• v.22 no.4
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• pp.156-163
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• 2021

Attention mechanisms have been used in deep learning-based computer vision systems, including single image super-resolution (SISR) networks. However, existing SISR networks with attention mechanism focused on real image super-resolution, so it is hard to know whether they are available for CG or VR images. In this paper, we attempt to apply a recent attention module, called balanced attention mechanism (BAM) module, to 12 state-of-the-art SISR networks, and then check whether the BAM module can achieve performance improvement in CG or VR image super-resolution. In our experiments, it has been confirmed that the performance improvement in CG or VR image super-resolution is limited and depends on data characteristics, size, and network type.

• Journal of the Korea Convergence Society
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• v.10 no.10
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• pp.27-31
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• 2019

The purpose of this study is to gather biofilm of unit chair waterline in the laboratory, to analyze microorganisms, to apply the existing draw-off method and the method of using disinfectant, and to compare the change of the number of microorganisms. The water was provided by the waterline of the unitchair, and the gathered samples were cultured with the use of R2A agar plate. Bacterial species separated through the identification of microorganisms were analyzed. To identify the decrease of microorganism for draw-off, samples were gathered in the intervals of 30 seconds, 60 seconds and 120 seconds, and to identify the effect of disinfectant, samples after disinfection were gathered. The quantitative comparison of microorganisms through the gathered samples was done by SPSS program. The number of identified bacteria are 8 species, most of which are gram-negative bacterium, and Sphingomonas type. The rapid decrease of the number of microorganism through draw-off for 60 seconds was confirmed, and microorganisms after disinfection weren't detected right away. Based on the method and result of this study, the water pipe of unit chair, which can be neglected easily, can be managed, so cross infection can be prevented, and systemic management can be possible.

• Information and Communications Magazine
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• v.28 no.5
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• pp.28-36
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• 2011

기계간 지능형 자율 협업을 기반으로 유비쿼터스 생산시스템을 목표로 하는 u-Manufacturing 시스템은 IT와 기계간 융합을 통해 이를 차세대 생산시스템으로서 기존 단위기계 제어에서 공정상 혹은 운영상 연동이 요구되는 일련의 기계들이 상호정보를 교환하고 이를 근거로 제어가 자율적으로 이루어지는 지능형 제어방식을 근간으로 한다. 본고에서는 이러한 궁극적인 IT기계융합시스템의 내용과 그 전단계에 이루어진 다양한 형태의 IT기계융합사례들을 살펴본다. 특히 정밀 생산 공정이 요구되는 공장에서의 기반기술이라 할 수 있는 초정밀 모션시스템에 있어서의 IT융합기술 대한 내용을 고찰하여 미래 IT융합기술의 발전방향을 전망해본다.

• Journal of Korean Society of Forest Science
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• v.102 no.2
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• pp.182-188
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• 2013

In this study we investigated that the mountain-cultivated ginseng into persimmon vinegar fused material on blood lipids and anti-oxidant capacity in rats. A 4-year-old mountain-cultivated ginseng was ripened with 4-year-matured persimmon vinegar, and then it was diluted 5 times and orally administerd to rats. The rats were divided into a control group (CON), a persimmon vinegar group (PV) and a mountain-cultivated ginseng + persimmon vinegar fusion material group (MPV). The body weight was found to be low in MPV, and amount of the stored fats were also low in PV and MPV. Blood lipids were found to be low in PV and MPV compared to the CON. HDL-C (high density lipoprotein cholesterol) was found to be significantly high in these two groups. Liver Cu,Zn-SOD (superoxide dismutase) and GPx (glutathione peroxidase) were CON < PV < MPV, in sequence, with significance. Especially, it was the highest in MPV. Liver MDA (malondialdehyde) concent was MPV < PV, CON, in sequence, with significance. These results suggested that the fusion material lowers blood lipids and enhance anti-oxidant capacity. We carefully thought that it might be used effectively as a health food.

• Proceedings of the Plant Resources Society of Korea Conference
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• 2022.09a
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• pp.122-122
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• 2022

현재, ‘마약류 관리에 관한 법률’에 의해 규제되고 있는 대마는 “대마초와 그 수지 및 이를 원료로 제조된 제품 일체”에 대한 판매 및 유통이 엄격히 금지되어있다. 예외로, “대마초의 종자·뿌리 및 성숙한 대마초의 줄기와 그 제품”은 규정예외 되어있지만, 이를 식품 및 화장품 등의 산업재료로 활용하기 위해서는 대마의 새싹 및 근경부의 생산량과 안전성이 확보되어야만 한다. 그러므로, 본 연구에서는 동일 생육조건하에 LED광원에 따른 대마(Cannabis sativa L.)의 생육 및 생산량 차이를 확인하였다. 또한, LED광원 별 새싹대마의 독성을 확인하기 위해 대식세포인 RAW 264.7에 추출물을 처리하여 세포독성을 평가하였다. 실험결과, 청색광 처리 새싹대마가 생체 중 12.8 g로 가장 높았다 (적색광 10.8 g, 차광 8.8 g). 광원 별 세포독성은 모든 광원별 새싹대마 추출물에서 0.1 ~ 1 mg/ml까지 농도에서 독성이 없음을 확인하였다. 결과적으로, 빛을 처리한 조건의 새싹대마가 차광된 조건의 새싹대마보다 생산량이 증대되었으며, 광원별 새싹대마에서 세포독성이 없음을 확인하였다. 그러므로, 본 연구를 통해 대마 새싹이 식품 및 산업적 소재로서의 경쟁성과 안전성을 가지고 인체에 유익한 소재로 활용될 수 있는 가능성을 보였다.

• Journal of the Korea Convergence Society
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• v.10 no.8
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• pp.277-282
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• 2019

This study was conducted to compare the lap time of high school boys' K-2 1000m final at the $99^{th}$ National Sports Festival with the lap time of the World Championship final held in 2018 and to find an optimal pacing strategy to enhance the performance. The high school boys' average final record was 242.89 seconds, and the top international's 199.58 seconds. There was 43 seconds difference in records and by lap-time it were 9, 12, 9, and 13 seconds behind every 250m. World Championship players used the Super Fast-Even Pacing-Even Pacing-Spurt strategy. The $1^{st}$ to $3^{rd}$ ranked high school boys used Slow-Fast-Super Slow-Super Fast strategy, and $4^{th}$ to $9^{th}$ ranked boys used Fast-Slow-Fast-Slow strategy. The high school boys need to modify their pacing strategies to achieve world-class performance.

• Journal of the Korea Convergence Society
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• v.11 no.12
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• pp.15-22
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• 2020

In this paper, we proposed a deep learning based super-resolution method that combines Channel Attention and Spatial Attention feature enhancement methods. It is important to restore high-frequency components, such as texture and features, that have large changes in surrounding pixels during super-resolution processing. We proposed a super-resolution method using feature enhancement that combines Channel Attention and Spatial Attention. The existing CNN (Convolutional Neural Network) based super-resolution method has difficulty in deep network learning and lacks emphasis on high frequency components, resulting in blurry contours and distortion. In order to solve the problem, we used an emphasis block that combines Channel Attention and Spatial Attention to which Skip Connection was applied, and a Residual Block. The emphasized feature map extracted by the method was extended through Sub-pixel Convolution to obtain the super resolution. As a result, about PSNR improved by 5%, SSIM improved by 3% compared with the conventional SRCNN, and by comparison with VDSR, about PSNR improved by 2% and SSIM improved by 1%.

• Journal of the Institute of Convergence Signal Processing
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• v.24 no.1
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• pp.21-26
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• 2023

Knowledge distillation (KD) is a model lightening technology that transfers the knowledge of deep models to light models. Most KD methods have been developed for classification models, and there have been few KD studies in the field of super-resolution (SR). In this paper, various KD methods are applied to an SR model and their performance is compared. Specifically, we modified the loss function to apply each KD method to the SR model and conducted an experiment to learn a student model that was about 27 times lighter than the teacher model and to double the image resolution. Through the experiment, it was confirmed that some KD methods were not valid when applied to SR models, and that the performance was the highest when the relational KD and the traditional KD methods were combined.

• Proceedings of the Korea Technology Innovation Society Conference
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• 2017.05a
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• pp.605-618
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• 2017

ICT 기술 융합이 가져오는 초고속과 초융합, 초지능화 시대를 의미하는 제4차 산업혁명으로의 진입을 앞두고 있다. 그리고 그 시대를 선도하기 위한 국가, 기관차원의 전략수립이 치열하다. 그러나 제4차 산업혁명에 대한 불분명한 기준은 전략수립에 있어서 장애요인이 될 수밖에 없다. 이에 본 연구는 제4차 산업혁명에 관한 문헌을 토대로 전략수립을 위한 프레임워크를 제안하여, 다가오는 시대변화에 대응하기 위한 정부출연 연구기관의 역할에 대한 시사점을 얻는 데 그 목적이 있다. 특히 정부출연연구기관의 역할을 기술 인력 정보 제공자로 분명히 하고, 관련된 민간기업과의 공생을 통하여 제4차 산업혁명의 생태계를 조성하는 것을 강조하고자 한다. 제4차 산업혁명이 유연한 산업구조를 요구하고 있는 것은 분명하다. 따라서 정부출연 연구기관이 중소기업 및 기술기반 창업기업이 성장할 수 있는 생태계를 조성한다면, 제4차 산업혁명을 대기업 위주의 산업구조를 탈피할 수 있는 기회로 활용할 수 있을 것이다.