• Title/Summary/Keyword: 훈련개선

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Implementation of Pedestrian Detection and Tracking with GPU at Night-time (GPU를 이용한 야간 보행자 검출과 추적 시스템 구현)

  • Choi, Beom-Joon;Yoon, Byung-Woo;Song, Jong-Kwan;Park, Jangsik
    • Journal of Broadcast Engineering
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    • v.20 no.3
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    • pp.421-429
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    • 2015
  • This paper is about an approach for pedestrian detection and tracking with infrared imagery. We used the CUDA(Computer Unified Device Architecture) that is a parallel processing language in order to improve the speed of video-based pedestrian detection and tracking. The detection phase is performed by Adaboost algorithm based on Haar-like features. Adaboost classifier is trained with datasets generated from infrared images. After detecting the pedestrian with the Adaboost classifier, we proposed a particle filter tracking strategies on HSV histogram feature that exploit adaptively at the same time. The proposed approach is implemented on an NVIDIA Jetson TK1 developer board that is full-featured device ideal for software development within the Linux environment. In this paper, we presented the results of parallel processing with the NVIDIA GPU on the CUDA development environment for detection and tracking of pedestrians. We compared the object detection and tracking processing time for night-time images on both GPU and CPU. The result showed that the detection and tracking speed of the pedestrian with GPU is approximately 6 times faster than that for CPU.

A Study on the Determinant Attributes for Developing Korean-Style Industrial Tourism (한국형 산업관광 활성화를 위한 선택속성에 대한 연구)

  • Kim, Do Young
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.7 no.4
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    • pp.149-157
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    • 2012
  • This article aims to identify the selection attributes for developing korean-style industrial tourism. Evaluating attributes is the most important stage in consumer decision-making process and culture has a significant influence on this stage. This study is to analyze in the evaluation of selection attributes with the theory of industrial tourism and come up with developing tourism. a survey was conducted to the staff of travel agency in korea. Through factor analysis and multiple regression analysis, authors identified five factors(i.e. business, conveniences, tourism attraction, hospitality, property) were amenable to the industrial tourism, found that the most important attributes had the strongest influence on satisfaction level. According to the results of this study, author suggests that nationality of industrial tourism have an effect on evaluating selection attributes of the korean-style industrial tourism. therefore, nationality could be the basis of target marketing strategy.

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The Application of Mission Command for the Korea Coast Guard (임무형 지휘의 해양경찰 적용에 관한 연구)

  • Moon, Joong-Sik;Cho, Jun-Eok
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.22 no.5
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    • pp.444-453
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    • 2016
  • In this study, I suggested 'Mission command' as the on-scene commander's leadership intended to save people's lives quickly and safely when occured marine accident. First, I considered the concepts and limitations, efforts to introduce and settle the mission command, discussed why the introduction of mission command for Korea Coast Guard, the scope and specific way when applied. Korea Coast Guard must apply the Mission command as the on-scene commander's leadership to achieve efficient rescue work at the scene of an accident, even for incidents that can-not be foreseen. However, mission command cannot be established overnight: long-term, systematic efforts to stably develop mission command at the organizational level are required. We will strive to apply mission command across all aspects of the system, including education, training, personnel, and procedures, equipping each component with the basic requirements for mission command.

Childcare Staff (보육교직원)

  • Suh, Young Sook;Park, Jin Ok;Suh, Hye Jeon
    • Korean Journal of Childcare and Education
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    • v.10 no.4
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    • pp.5-28
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    • 2014
  • South Korea has strengthened the eligibility criteria for childcare teachers while amending the Infant Care Act in January 2005 in order to improve the quality of childcare services. Since then, there was a change in the legal basis related to childcare staff such as introduction of national certification of childcare center directors, name change, strengthened qualification standards for directors and teachers, training system maintenance and repair, strengthened credit standards of teachers' care related qualification courses, and maintenance provisions of continuing education nursery teacher qualifications. And that is because childcare staff are closely related to the quality of childcare, and a very important variable who has direct influence on infants. This study, through literature research and analysis, describes the status and development direction of childcare staff. This study covers three main aspects. First, the relevant historical flow was reviewed and the concepts of the role, expertise, and legal status of childcare staff were investigated. Second, staff training institutions, emissions certification, employment, and the status of treatment were investigated. Third, development direction for the training system, eligibility criteria, continuing education and its training system, and treatment improvement were proposed.

A Study on the Contextual Factors Affect on the TPM Application for Loading and Unloading Equipments of Incheon Port (인천항 하역장비에 TPM 적용시 영향을 미치는 상황요인에 관한 연구)

  • Park, Sang-Ki;Lee, Chang-Ho
    • Journal of Korea Port Economic Association
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    • v.23 no.4
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    • pp.23-47
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    • 2007
  • We analyzed the questionnaire survey for the current maintenance of Incheon port's loading and unloading equipments and the possibility of TPM(Total Productive Maintenance) application. And also, We certificated Structural Equation Model with computer packages. Results of the survey indicated that the current maintenance of Incheon port's loading and unloading equipments was not good. We recognized the relationship of contextual factors about the productivity of the loading and unloading equipments The productivity of the loading and unloading equipment positively depends on maintenance management of equipments, but the organization and personnel management does not have a influence on the productivity of the loading and unloading equipment. So we suggest TPM as the future maintenance methodology of equipments. Using TPM to the loading and unloading equipments, we will try to improve the methodology of the organization and personnel management.

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A Reliability Analysis of HHSIS of KNU 5,6,7 and 8 Following the Removal of s-signal from Charging/safety Injection Pump Mini-flow Line Valves (충전/안전주입 펌프 순환배관의 안전주입신호 제거에 따른 원자력 5,6,7,8 호기의 고압안전주입계통의 신뢰도 분석)

  • Chung, Dae-Wook;Chung, Chang-Hyun;Kang, Chang-Soon
    • Nuclear Engineering and Technology
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    • v.20 no.1
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    • pp.47-53
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    • 1988
  • The objective of this study is to evaluate the reliability of the High Head Safety Injection System (HHIS) of KNU 5, 6, 7 and 8 following the removal of safety injection signal (s-signal) from the mini-flow bypass line valves of charging/safety injection pumps. The unavailability of HHSIS and the rupture probability of a charging/safety injection pump have been computed for two different cases; with s-signal on and removed. The results show that when the s-signal is removed from the mini-flow bypass line valves, the unavailability of HHSIS slightly increases while the rupture probability of a charging/safety injection pump is significantly reduced. Hence, based upon the results of this study we conclude that it is more reasonable to remove the s-signal from the mini-flow bypass line valves of KNU 5, 6, 7 and 8 in the normal plant operation. And to improve the availability of HHSIS, the modification of operational procedures and the emphasis on operator training are recommended.

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Symbol Decoding Schemes Combined with Channel Estimations for Coded OFDM Systems in Fading Channels. (페이딩 채널환경에서 CDFDM 시스템에 대한 채널 추정과 결합된 심볼검출 방법)

  • Cho, Jin-Woong;Kang, Cheol-Ho
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.37 no.9
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    • pp.1-10
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    • 2000
  • This paper proposes symbol decoding schemes combined with channel estimation techniques for coded orthogonal frequency division multiplexing (COFDM) systems in fading channels. sThe proposed symbol decoding schemes are consisted of a symbol decoding technique and channel estimation techniques. The symbol decoding based on Viterbi algorithm is achieved by matching the length of branch word from encoder trellis to the codeword length of symbol candidate on decoder trellis. Three combination schemes are described and their error performances are compared. The first scheme is to combine a symbol decoding technique with a training channel estimation technique. The second scheme joins a decision directed channel estimation technique to the first scheme. The time varying channel transfer functions are tracked by the decision directed channel estimation technique and the channel transfer functions used in the symbol decoder are updated every COFDM symbol. Finally, In order to reduce the effect of additive white Gaussian noise (AWGN) between adjacent subchannels, deinterleaved average channel estimation technique is combined. The error performances of the three schemes are significantly improved being compared with that of zero forcing equalizing schemes.

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Impacts of the TPM Activity Factor on Corporate's Performances (TPM 활동요인이 기업성과에 미치는 영향)

  • Yeon, Keyong-Hwa
    • The Journal of the Korea Contents Association
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    • v.12 no.1
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    • pp.476-484
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    • 2012
  • In this study, we performed an empirical study to decide whether the use of the TPM and TPM level of understanding of the parameters affect directly the TPM performances or not. In a TPM analysis of TPM activity factors, all factors directly affect the level of understanding. Especially individual improvement activities and autonomous activities are directly affect the performance, rather than depending on the degree of understanding of TPM to influence utilization and analyzed. In addition, training on the utilization and directly or indirectly to affect performance were analyzed. Companies take advantage of the TPM and TPM activities, the company's level of understanding of the factors and the TPM factors are closely dependent upon. Ongoing communication among TPM activities and the steady profits and sharing of comments on the risk based on the level of understanding of a TPM will be an important element in the company's performance.

Construction of Personalized Recommendation System Based on Back Propagation Neural Network (역전파 신경망을 이용한 개인 맞춤형 상품 추천 시스템 구축)

  • Jung, Gwi-Im;Park, Sang-Sung;Shin, Young-Geun;Jang, Dong-Sik
    • The Journal of the Korea Contents Association
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    • v.7 no.12
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    • pp.292-302
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    • 2007
  • Thousands of studies on predicting information and products that are suitable for customers' preference have been actively proceeding. In massive information, unnecessary information should be removed to satisfy customers' needs. This Information filtering has been proceeding with several methods such as content-based and collaborative filtering etc. These conventional filtering methods have scarcity and scalability problems. Thus, this paper proposes a recommendation system using BPN to solve them. Data obtained by survey questionnaire are used as training data of neural network. The recommendation system using neural network is expected to recommend suitable products because it creates optimal network. Finally, the prototype for recommendation system based on neural network is proposed to collect data and recommend appropriate methods through survey questionnaire. As a result, this research improved the problems of conventional information filtering.

Medical Equipment Support System for Official Development Assistance : Case of Kitengela Health Center in Kenya (공적개발원조 의료기기 지원 체계 연구 : 케냐 키텐젤라 보건소 사례)

  • Choi, Tae-Seon
    • The Journal of the Korea Contents Association
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    • v.16 no.3
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    • pp.257-268
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    • 2016
  • The purpose of this research is to find the cause of low degree of utilization of medical equipment that are provided as Official Development Assistance(ODA) and to suggest an effective medical equipment support system for ODA. This research analyzes the supporting process of the medical equipment as ODA in Kitengela Health Center in Kenya. As the result of analysis, it has been found that the following problems. 1) It was found that users was attended insufficient to demand medical equipment. 2) The determination of medical equipment request was inadequate. 3) It was appeared to be organized the compilation of the budget for purchases and operation of medical equipment 4) The improvement of procurement system of medical equipment was appeared to need. 5) It was appeared to need to build conditions for installation of medical equipment. 6) It was necessary to secure finance, to conduct periodic management training, and to ensure available human resources in management and maintenance in order to sustain the medical equipment management ability and it is encouraged to promote leadership in healthcare facility management. Finally, the theoretical and practical implications of this research are discussed.