• Title/Summary/Keyword: 기록물 이용

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Development of an electric kick-board helmet recognition system based on deep learning (딥러닝 기반의 전동킥보드 헬멧착용 인식시스템 개발)

  • Park, Joon-Ho;Hwang, Ji-Min;Go, Yu-Jeong;Kim, Se-Ha;Lee, Hyun-Seo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.01a
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    • pp.281-282
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    • 2022
  • 현재 전동 킥보드 헬멧 미착용으로 인한 사고가 끊임없이 야기되고 있다. 개인형 이동장치 이용자 수가 증가함에 따라 법 개정을 통하여 헬멧 착용이 의무 사항이지만 여전히 낮은 착용률을 나타내고 있다. 본 논문에서는 모든 공유 킥보드 회사에서 사용 가능한 딥러닝 기반의 전동킥보드 헬멧 착용 인식시스템을 제시한다. 타 공유 전동킥보드 회사 앱에서 본 논문의 결과물을 사용할 때는 사용자가 타사 앱에서 헬멧 인식 요청 시 자사 앱에서 헬멧 착용 여부를 인식하여 결과를 전송한다. 자사 앱 사용자는 인식 기록을 조회할 수 있고, 타사 관리자는 사용자의 정보를 조회 및 관리할 수 있다. 본 시스템을 통해 전동킥보드 이용 시 헬멧 착용을 장려하여 착용률 증가와 사고 시 인명피해 감소를 기대한다.

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Confidence Interval Estimation of the Earthquake Magnitude for Seismic Design using the KMA Earthquake Data (기상청 지진 자료를 이용한 내진설계 지진규모의 신뢰구간 추정)

  • Cho, Hong Yeon;Lee, Gi-Seop
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.29 no.1
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    • pp.62-66
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    • 2017
  • The interest on the potential earthquake magnitude and the request on the earthquake-resistant design examination for coastal structures are emerged because of the recently occurred magnitude 5.8 earthquake in Gyeoung-Ju, Korea. In this study, the magnitude and its confidence intervals with the return periods are estimated using the KMA earthquake magnitude data (over 3.5 and 4.0 in magnitude) by the non-parametric extreme value analysis. In case of using the "over 4.0" data set, the estimated magnitudes on the 50- and 100-years return periods are 5.81 and 5.94, respectively. Their 90% confidence intervals are estimated to be 5.52-6.11, 5.62-6.29, respectively. Even though the estimated magnitudes have limitations not considering the spatial distribution, it can be used to check the stability of the diverse coastal structures in the perspective of the life design because the potential magnitude and its confidence intervals in Korea are estimated based on the available 38-years data by the extreme value analysis.

Survival Rates of Class II Restoration in Primary Molar with Flowable Resin Composite (유동성 복합레진을 이용한 유구치 II급 수복의 생존율)

  • Seo, Hyejun;Park, Soyoung;Lee, Eungyung;Jeong, Taesung;Shin, Jonghyun
    • Journal of the korean academy of Pediatric Dentistry
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    • v.48 no.1
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    • pp.12-20
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    • 2021
  • The purpose of this retrospective study was to evaluate the survival rate by comparing Class II restoration using flowable resin composite with stainless steel crown in primary molars. Electronic medical records and radiographs of 1,504 primary molars with proximal caries of 590 patients from June 2015 to August 2019 were analyzed. With the collected data, survival analysis was performed using the Kaplan-Meier method. The 1-year survival rate of flowable resin composite in the primary molar was 98.5%, 3-year survival rate was 87.7%, and mean survival time was 39 months. There was no statistically significant difference between flowable resin composite and stainless steel crown (p = 0.896). Within the limits of this study, Class II restoration using flowable resin composite can be considered a promising option for the treatment of proximal caries in primary molars.

Asian Monsoon Variation revealed by the speleothem records from Pyeongchang, Korea (동굴생성물(석순)을 이용한 한반도 고기후 연구 - 홀로세의 몬순 변화를 중심으로 -)

  • Yu, Keun Bae;Kong, Dal-Yong;Lee, Hyoun A;Kim, Chan Woong;Yim, Jong Seo
    • Journal of the Korean association of regional geographers
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    • v.22 no.2
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    • pp.439-449
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    • 2016
  • Understanding the variability of the monsoon system requires information about the changes in the past. We revealed the Mid- and Late-Holocene paleo-climate changes and Asian monsoon variations in Korea by the speleothem records from Pyeongchang. To this, we used thicknesses of growth laminae, stable-isotope analysis (carbon, oxygen), and radio-carbon age dating. The speleothem grew between ~4580 yr BP to ~660 yr BP and we identified several weak AM(Asian monsoon) events, such as Middle Bronze Age Cold Epoch, Iron Age Cold Epoch, and Dark Age Cold Period. These events might have occurred relatively early compared to those of other studies.

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Introduction to Automatic Generation of Design Documents for Flight Software using Doxygen (Doxygen을 이용한 위성비행소프트웨어 설계문서 작성 자동화 방안 소개)

  • Lee, Jae-Seung;Yang, Seung-Eun;Choi, Jong-Wook;Cheon, Yee-Jin;Yun, Jeong-Oh
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.11a
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    • pp.844-847
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    • 2012
  • 인공위성의 개발은 오랜 기간에 걸쳐 다양한 분야의 전문가들에 의해 개발된 결과물들이 통합되어 완성될 수 있다. 위성개발과 같이 많은 개발자가 공동으로 작업하여 하나의 결과물을 생산하는 경우 개발과정에서 방대한 양의 문서작업이 수반된다. 특히 비행소프트웨어와 같이 서로 다른 개발자에 의해 작성된 코드들이 하나의 이미지로 통합되어 빌드될 경우 발생하는 문제점들을 해결하고 요구되는 기능들을 디버깅하기 위해서는 개발과정 및 소스코드에 대한 문서들이 필수적이다. 이러한 소프트웨어 설계에 대한 문서는 그 양이 방대하고 소스코드와의 연계성이 필요하기 때문에 소스코드를 작성한 각 개발자들이 직접 수작업으로 문서를 작성하였다. 예를 들면, 기존의 위성비행소프트웨어 개발과정에서는 이러한 문서들 중 전체 위성비행소프트웨어의 단위 코드별 입출력, 수행기능 등의 상세 설계 내용을 기록하는 SDD(Software Design Description)는 개발자가 작성한 코드를 기반으로 수작업을 통하여 작성되었다. 이러한 작성방식은 작성자의 입력오류가 발생할 수도 있으며 소프트웨어 개발과 별도로 수작업이 요구되어 문서작성에 소요되는 시간적 손해가 발생하게 된다. 유럽에서는 이러한 문제점을 보완하기 위하여 C, C++, C#, JAVA, VHDL 등 다양한 언어를 사용하는 소프트웨어 개발에 적용 가능한 자동적 문서작성 도구인 Doxygen을 설계 및 개발문서 작성에 활용하고 있다. Doxygen은 PDF, HTML, Latex, RTF 등 다양한 출력 포맷도 지원한다. 본 논문에서는 Doxygen을 활용하여 위성비행소프트웨어 개발문서의 작성 시 소요시간을 단축하고 소스코드로부터 해당 설계 내용을 추출하여 자동적으로 문서를 작성할 수 있는 방안에 대하여 소개한다.

Crack Detection of Concrete Structure Using Deep Learning and Image Processing Method in Geotechnical Engineering (딥러닝과 영상처리기법을 이용한 콘크리트 지반 구조물 균열 탐지)

  • Kim, Ah-Ram;Kim, Donghyeon;Byun, Yo-Seph;Lee, Seong-Won
    • Journal of the Korean Geotechnical Society
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    • v.34 no.12
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    • pp.145-154
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    • 2018
  • The damage investigation and inspection methods performed in concrete facilities such as bridges, tunnels, retaining walls and so on, are usually visually examined by the inspector using the surveying tool in the field. These methods highly depend on the subjectivity of the inspector, which may reduce the objectivity and reliability of the record. Therefore, the new image processing techniques are necessary in order to automatically detect the cracks and objectively analyze the characteristics of cracks. In this study, deep learning and image processing technique were developed to detect cracks and analyze characteristics in images for concrete facilities. Two-stage image processing pipeline was proposed to obtain crack segmentation and its characteristics. The performance of the method was tested using various crack images with a label and the results showed over 90% of accuracy on crack classification and segmentation. Finally, the crack characteristics (length and thickness) of the crack image pictured from the field were analyzed, and the performance of the developed technique was verified by comparing the actual measured values and errors.

Agricultural water consumption using real-time electricity data Research on measurement facilities (실시간 전력량자료를 활용한 농업용수 사용량 계측시설에 관한 연구)

  • Cho, Sang Uk;Cheon, Jeong Hwan;Song, Jae Hyun;Baek, Jong Seok
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.263-263
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    • 2022
  • 지속적이고 안정적인 물의 수요와 공급을 유지하기 위해서는 하천의 유량도 중요하지만 좀 더 정확한 물의 흐름을 파악하기 위해서는 하천수 사용량 파악이 중요하다. 하천수 사용량 계측기술의 검증 및 표준화를 통해 실측기반의 하천수 사용량 자료 수집 및 활용체계가 필요하다. 본 연구에서는 직·간접적 사용량 측정 및 월 단위 보고체계를 개선할 목적으로 기존의 측정방법에 대한 평가를 실시하고, 하천수 사용량의 표준화된 계측 및 자료수집 체계 개선 방안과 실시간 계측자료 기반의 관리체계를 마련하여 자료를 관리할 수 있는 방안을 제시하였다. 하천수 사용량 파악을 위한 사용시설 현황을 검토하기 위해 제원정보 및 허가량이 유효한 14,575건 중 농업용 하천수 사용시설은 12,745개소로 전체의 88.9%, 허가량 대비 81.3%(생활·농업·공업용수 대상)를 차지하고 있다. 이중 하천수 사용량 보고대상인 8,000 m3/일 이상의 1,696건에 대한 자료의 수집이 수행된다면, 전체 농업용수의 86.0%에 해당하는 사용량 자료를 파악할 수 있다. 하천수 사용량 수집체계 개선 우선 대상인 1,696개소는 양수장 1,196개소(70.5%), 취수보 500개소(29.5%)로 보고규모 이상의 시설을 우선적으로 개선하는 것이 적용 초기에 많은 사용량을 파악할 수 있을 것이라고 판단된다. 전력량-사용량관계 곡선식을 이용한 환산유량은 하류단 양수의 영향을 받지 않고 초기설치 비용을 줄일 수 있으며, 오차율도 양호하여 만족할 만한 정확도와 경제성을 갖는 방법이라고 판단된다. 전국에 위치한 농업용수 사용량 자료의 확보는 현실적으로 어렵고, 하천수 보고유량은 초기설치비용이 들지 않지만 가동시간을 수기로 기록함에 있어 인건비 등의 연간운영비가 많이 소모되는 것으로 나타났다. 실시간 전력량자료 수집이 가능한 양수장의 경우, 전력량-사용량관계곡선식을 활용한 방법으로 실시간 하천수 사용량 자료 수집을 통해 보다 경제적이고 정확한 자료수집이 가능할 것으로 판단된다. 이는 실시간 하천수 사용량 계측자료의 활용성 향상을 위한 기반을 마련할 수 있을 것이라 기대한다.

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Water Balance of a Small Catchment in the Subalpine Grassland of Mt. Halla, Southern Korea (한라산 아고산 초지대 소유역의 물수지)

  • An Jung-Gi;Kim Tae-Ho
    • Journal of the Korean Geographical Society
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    • v.41 no.4 s.115
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    • pp.404-417
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    • 2006
  • In order to clarify some characteristics of hydrological cycle in the subalpine zone of Mt. Halla, water balance has been analysed using hydrological data of a first-order drainage basin around Mansedongsan and meterological data of Odeung AWS. The experimental basin extends from 1,595 m to 1,645 m in altitude and has an catchment area of 1.34 ha. It is largely underlain by trachybasalt and covered with sasa bamboo and sedges. Hydrological observations were carried out every 20 minutes from April 15 to September 19, 2004. The basin shows the total precipitation of 3,074 m that is 1.6 to 3 times of those in coastal and intermontane regions. Surface runoff amounts to 850 mm that is equivalent to 27.6% of the precipitation. By contrast, evapotranspiration only accounts for 14.2% of the precipitation, and the remnant of 1,790 m penetrates underground through a basement. The basin is located in the subalpine zone and then it has a high rainfall intensity as well as a large rainfall due to frequent orographic precipitation. But surface runoff usually dose not exceed 30% of the rainfall while Percolation demonstrates about 2 times of the runoff. Compared with granite or gneiss basins in Korea Peninsula, the experimental basin is characterized by a higher portion of percolation in water balance. And it is probably related to the highly permeable basaltic lavas in Jeju Island which are also overlain by porous volcanic soils.

Retrospective study on survival, success rate and complication of implant-supported fixed prosthesis according to the materials in the posterior area (구치부 임플란트 지지 고정성 보철물의 재료에 따른 생존율, 성공률 및 합병증에 대한 후향적 연구)

  • Chae, Hyun-Seok;Wang, Yuan-Kun;Lee, Jung-Jin;Song, Kwang-Yeob;Seo, Jae-Min
    • The Journal of Korean Academy of Prosthodontics
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    • v.57 no.4
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    • pp.342-349
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    • 2019
  • Purpose: The purpose of this study was to retrospectively investigate the survival and success rate of implant-supported fixed prosthesis according to the materials in the posterior area. Other purposes were to observe the complications and evaluate the factors affecting failure. Materials and methods: Patients who had been restored implant prosthesis in the posterior area by the same prosthodontist in the department of prosthodontics, dental hospital, Chonbuk National University, in the period from January 2011 to June 2018 were selected for the study. The patient's sex, age, material, location, type of prosthesis and complications were examined using medical records. The KaplanMeier method was used to analyze the survival and success rate. The Log-rank test was conducted to compare the differences between the groups. Cox proportional hazards model was used to assess the association between potential risk factors and success rate. Results: A total of 364 implants were observed in 245 patients, with an average follow-up of 17.1 months. A total of 5 implant prostheses failed and were removed, and the 3 and 5 year cumulative survival rate of all implant prostheses were 97.5 and 91.0, respectively. The 3 and 5 year cumulative success rate of all implant prostheses were 61.1% and 32.9%, respectively. Material, sex, age, location and type of prosthesis did not affect success rate (P>.05). Complications occurred in the order of proximal contact loss (53 cases), retention loss (17 cases), peri-implant mucositis (12 cases), infraocclusion (4 cases) and so on. Conclusion: Considering a high cumulative survival rate of implant-supported fixed prostheses, regardless of the materials, implant restored in posterior area can be considered as a reliable treatment to tooth replacement. However, regular inspections and, if necessary, repairs and adjustments are very important because of the frequent occurrence of complications.

Evaluation of Van Khan Tooril's castle, an archaeological site in Mongolia, by Ground Penetrating Radar (GPR을 이용한 몽고 유적지 반 칸 투리일의 성 (Van Khan Tooril's castle)의 평가)

  • Khuut, Tseedulam;Sato, Motoyuki
    • Geophysics and Geophysical Exploration
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    • v.12 no.1
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    • pp.69-76
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    • 2009
  • We report an implementation of the Ground Penetrating Radar (GPR) survey at a site that corresponds to a ruined castle. The objective of the survey was to characterise buried archaeological structures such as walls and tiles in Van Khan Tooril's Ruin, Mongolia, by 2D and 3D GPR techniques. GPR datasets were acquired in an area 10mby 9 m, with 10 cm line spacing. Two datasets were collected, using GPR with 500MHz and 800MHz frequency antennas. In this paper, we report the use of instantaneous parameters to detect archaeological targets such as tile, brick, and masonry by polarimetric GPR. Radar polarimetry is an advanced technology for extraction of target scattering characteristics. It gives us much more information about the size, shape, orientation, and surface condition of radar targets. We focused our interpretation on the strongest reflections. The image is enhanced by the use of instantaneous parameters. Judging by the shape and the width of the reflections, it is clear that moderate to high intensity response in instantaneous amplitude corresponds to brick and tiles. The instantaneous phase map gave information about the location of the targets, which appeared as discontinuities in the signal. In order to increase our ability to interpret these archaeological targets, we compared the GPR datasets acquired in two orthogonal survey directions. A good correlation is observed for the alignments of reflections when we compare the two datasets. However, more reflections appear in the north-south survey direction than in the west-east direction. This is due to the electric field orientation, which is in the horizontal plane for north-south survey directions and the horizontally polarised component of the backscattered high energy is recorded.