• Title/Summary/Keyword: 교차지원

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Automated Detection of Pulmonary Nodules in Chest X-ray Radiography Using Genetic Algorithm (흉부 X-ray 영상에서 유전자 알고리즘을 이용한 폐 결절 자동 추출)

  • 류지연;이경일;장정란;오명진;이배호
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.553-555
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    • 2002
  • 컴퓨터지원진단(Computer Aided Diagnosis; CAD) 시스템은 방사선 의사들이 흉부 X-ray 영상에서 결절을 탐지하는데 있어 실제적으로 발생할 수 있는 오진율을 줄이고, 폐 결절이 존재하는 폐야에서 결절의 존재 유무를 판단하여 검출을 표시함으로써 진단율을 개선시킬 수 있도록 하였다. 본 논문은 흉부 X-ray 영상에서의 폐 결절을 추출하는데 유전자 알고리즘(Genetic Algorithm)을 이용한 템플릿 매칭(Template Matching) 방법을 제안한다. 제안한 방법은 흉부 X-ray 영상에 존재하는 결절과 레퍼런스 이미지를 매칭시켜 적합도를 계산한 후, 그 값을 통하여 수치가 낮은 개체를 선택하여 높은 개체와 교차시킨다. 그리고 레퍼런스 이미지는 결절이 존재하는 환자 X-ray 영상에서 샘플 노듈을 추출한 후 가우시안 분포를 갖는 512개의 레퍼런스 이미지를 생성하였다. 본 논문에서 사용된 영상은 결절 50개, 비결절 30개와 흉부 X-ray 영상에서 육안으로 판별이 가능한 결절 영상을 20개를 포함하여 총 100개 영상을 사용하였다. 실험 결과 83%의 결절을 자동 추출 하였으며, 가장 적절한 레퍼런스 이미지를 발견하고 이를 흉부영상에 매칭시켜 정확한 결절의 위치를 확인하였다.

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Accuracy Evaluation of Path Prediction for Network Coverage-based Sensor Registry System (네트워크 커버리지 기반 센서 레지스트리 시스템의 경로 예측 정확성 평가)

  • Jung, Hyunjun;Jeong, Dongwon;Lee, Sukhoon;Baik, Doo-Kwon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1242-1243
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    • 2015
  • 센서 레지스트리 시스템(Sensor Registry System, SRS)은 이기종 환경에서 센서 네트워크 환경에서 센서 데이터의 즉각적 활용 및 끊김 없는 해석을 위해 사용자에게 센서 메타데이터를 제공한다. SRS에서 센서 메타데이터를 안정적으로 송신하기 위하여 경로 예측 기반 센서 레지스트리 시스템을 제안한다. 하지만 네트워크 연결이 지원되지 않거나 신호가 불안정한 경우에 센서 메타데이터를 안정적으로 제공할 수 없다. 이 문제를 해결하기 위하여 네트워크 커버리지 기반 센서 레지스트리 시스템을 제안한다. 이 논문에서는 네트워크 커버리지 기반 센서 레지스트리 시스템과 경로 예측 기반 센서 레지스트리 시스템을 비교평가 한다. 또한 통신사별로 경로예측 정확도를 측정한다. 성능 측정의 통계적 신뢰도를 높이기 위하여 실험 데이터를 10-묶음 교차검증을 수행한다.

Basic System Architecture Design for Airport GIS Service Models (Airport GIS 구축을 위한 서비스모델 설계에 관한 연구)

  • Sim, Jae-Yong;Lee, Tong-Hoon;Park, Joo-Young
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.7 no.3
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    • pp.82-94
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    • 2008
  • Airport GIS is a comprehensive information system to improve security and efficiency of airport. At the initial stage to make it real, the current status of domestic and international regulations along with relevant standardization bas been reviewed. Gimpo Airport becomes a test-bed to get some ideas about how to bring the airport GIS into workflow by building service model and basic design based on current status and demand analysis of the airport. The 6 service models primarily brought into the project are as follows: (1) Local vehicles safety management in airside, (2) Intelligent traffic control between flights and vehicles at main cross points, (3) Dynamic safety management against FOD in airside and breakage on pavement, (4) Special support vehicle management such as deicing remotely controlled, (5) Response and support for fire vehicles and ambulances of signatory institutions in emergency. The upcoming research topic aims at drawing a specific design and building integrated system in the future.

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A Case of NFC-based Exhibition Support System for Analyzing Visitors' POB (Point of Behaviors) (근접 무선 통신 기반 박람회 지원 시스템 구축 및 관람객 행동 데이터 분석 사례)

  • Choi, Myoung Hee;Jun, Jungho;Kang, Heegoo;Lee, Kyoung Jun
    • Information Systems Review
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    • v.15 no.2
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    • pp.111-127
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    • 2013
  • This research introduces a case of NFC (Near Field Communication)-based exhibition support system for analyzing visitors' POB (Point of Behavior) data gathered from the system. The application of NFC technology to an exhibition space allows visitors new experiences of exposition and exhibitors to collect and analyze data about behaviors of visitors. The NFC-based exhibition support system is applied to the 'Korea Travel Expo 2013.' The visitors' behaviors are analyzed based on collected NFC tag touch data and association rules among booths are extracted. Furthermore, the tag touch data are integrated with the survey data for catching the demographics-based implications.

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Specification of Crosscutting Concerns to Support Program Development and Maintenance (프로그램 개발 및 유지보수를 지원하는 횡단관심사 명세 기법)

  • Park, Oak-Cha;Yoo, Cheol-Jung;Jang, Ok-Bae
    • Journal of KIISE:Software and Applications
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    • v.34 no.9
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    • pp.773-784
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    • 2007
  • Aspect-Oriented Programming (AOP) has focused on improving the modularity of the crosscutting concerns. The existing AOP methodology has been mainly focused on the implementation method of programs and thus developer-oriented concern extraction and development were performed. Recently, many studies for applying AOP to the entire software development processes ranging from requirement analysis to design and implementation are being conducted. But specification methods having consistency from the initial phase of concern extraction to implementation phase are not sufficient. In this paper, we have presented the specification of crosscutting concerns so as to solve these problems. The specification of crosscutting concerns provides guidelines and specification from the requirement analysis phase to the process of converting extracted crosscutting concerns to codes. This method reduces the gap to the process of mapping extracted crosscutting concerns into a single class and thus enhances program development and understandability. In addition, it raises program reusability, maintenance and extensibility by enhancing traceability.

Analysis of Professional Development in Teaching Practices of Beginning Secondary Science Teachers (중등 초임 과학교사의 수업 전문성 개발 실태 분석)

  • Kwak, Young-Sun
    • Journal of the Korean earth science society
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    • v.30 no.3
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    • pp.354-365
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    • 2009
  • In this research, we investigated the support system and professional development in teaching practices of beginning science teachers through instructional consulting. Using open-ended interviews with the participating teachers and group discussions taking place on a regular basis to analyze and compare classes of six beginning teachers, we analyzed beginning teachers' professional development efforts centering around their teaching practices. The group discussion consisted of 6 beginning teachers and another 6 experienced teachers, they discussed and cross-analyzed beginning teachers' 9th lessons on middle school science unit, 'Work and Energy.' The characteristics of beginning science teachers' professional development drawn from this research are: (1) beginning teachers' teaching practices they were taught, (2) lack of reflection on their teaching practices, (3) no guidance for beginning teachers regarding ways to teach, (4) lack of communication between teachers about teaching science, and (5) lack of time for instructional preparation due to other heavy workload. Suggestions for ways to improve and support beginning teachers' professional development are discussed with experienced teachers. Required conditions for an effective induction program are also discussed.

Perception survey analysis for legal support in case of legal disputes among firefighters (소방공무원의 법적 분쟁 시 법률지원을 위한 인식조사 분석)

  • Reem, Young-Jin;Kong, Ha-Sung
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.495-507
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    • 2023
  • The purpose of this study is to identify the current status of legal disputes that occur while firefighters are performing their duties and to suggest efficient response measures. To investigate awareness of legal disputes, a survey was conducted on 3,500 firefighters, and the responses of 505 people who participated in the survey were analyzed. As a research method, frequency analysis and cross-analysis were conducted based on the demographic characteristics of the participants and a survey of firefighters' awareness of the law, and through this, basic statistics and status were analyzed. As a result of the analysis, it was found that firefighters feel a lot of burden, including time and material losses, as well as disadvantages and mental anxiety in the workplace when legal disputes occur while performing their duties. The need for an organizational response in the workplace as an efficient response to this was statistically confirmed. Therefore, based on the results of this study, we propose the permanent establishment and operation of a professional legal support team within each city/provincial fire department headquarters so that firefighters can concentrate on their duties free from legal disputes.

Priority Analysis of Information Security Policy in the ICT Convergence Industry in South Korea Using Cross-Impact Analysis (교차영향분석을 이용한 국내 ICT 융합산업의 정보보호정책 우선순위 분석)

  • Lee, Dong-Hee;Jun, Hyo-Jung;Kim, Tae-Sung
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.28 no.3
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    • pp.695-706
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    • 2018
  • In recent years, industrial convergence centered on ICBM (internet of things (IoT), cloud, big data, mobile) has been experiencing rapid development in various fields such as agriculture and the financial industry. In order to prepare for cyber threats, one of the biggest problems facing the convergence industry in the future, the development of the industry must proceed in tandem with a framework of information security. In this study, we analyze the details of the current industrial development policy and related information protection policies using cross impact analysis and present policy priorities through the expert questionnaire. The aim of the study was to clarify the priorities and interrelationships within information security policy as a first step in suggesting effective policy direction. As a result, all six information security policy tasks derived from this study belong to key drivers. Considering the importance of policies, policies such as improving the constitution of the security industry and strengthening of support, training of information protection talent, and investing in the information security industry need to be implemented relatively first.

Integrated Database for Economic, Social, and Cultural Data of Local Governments (지방자치단체의 경제, 사회, 문화 통합 DB 구축 방안)

  • Im, Kwang Hyuk
    • The Journal of the Korea Contents Association
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    • v.16 no.6
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    • pp.441-449
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    • 2016
  • The integrated data is an essential in the analysis for the balanced development of the local governments, but economic, social and cultural data in local governments is not being made with integrated management. A variety of information is being published according to the Government 3.0 era, but the researchers has great difficulty in integrating the analysis for one topic because related information is scattered in various sites. This paper proposes an integrated database(DB) of local governments to support the research activities. It has to contains total information of economic, social and cultural activities of local governments, and accommodate the distributed and heterogeneous data. It has the schema designed to integrate the entire data for considering the differences between local governments or data components. We should focus to build a framework for the multifaceted research to enable the cross analysis over common elements.

GPU-accelerated Global Illumination for Point Set Rendering (GPU 가속을 이용한 점집합 렌더링을 위한 전역 조명기법)

  • Min, Heajung;Kim, Young J.
    • Journal of the Korea Computer Graphics Society
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    • v.26 no.1
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    • pp.7-15
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    • 2020
  • In the process of visualizing a point set representing a smooth manifold surface, global illumination techniques can be used to render a realistic scene with various effects of lighting. Thanks to the continuous demand for ray tracing and the development of graphics hardware, dedicated GPUs and programmable pipeline for ray tracing have been introduced in recent years. In this paper, real-time global illumination rendering is studied for a point-set model using ray-tracing GPUs. We apply the moving least-squares (MLS) method to approximate the point set to a smooth implicit surface and render it using global illumination by performing massive ray-intersection tests with the surface and generating shading effects at the intersection point. As a result, a complicated point-set scene consisting of more than 0.5M points can be generated in real-time.