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스마트 감시 애플리케이션을 위해 Deep CNN을 이용한 폭력인식 (Violence Recognition using Deep CNN for Smart Surveillance Applications)

  • 파튜 유 민 울라;아민 울라;칸 무함마드;이미영;백성욱
    • 한국차세대컴퓨팅학회논문지
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    • 제14권5호
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    • pp.53-59
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    • 2018
  • 최근 컴퓨터 비전 기술의 발전으로 스마트도시에서는 합리적인 정확도로 복잡한 동작을 인식할 수 있다. 이와는 대조적으로, 싸움과 칼에 관련된 사건과 같은 폭력적인 인식은 관심을 덜 이끌었다. 시각적인 감시 능력은 거리나 교도소에서의 싸움을 감지하는데 사용될 수 있다. 이 논문에서 우리는 감시 카메라에 대한 심층 학습 기반의 폭력 인식 방법을 제안했다. 컨볼루션 뉴럴 네트워크(CNN) 모델은 폭력 인식을 위한 싸움과 칼의 벤치마크 데이터 셋에 대해 훈련하고 세부적으로 조정된다. 비정상적인 이벤트가 감지되면 가장 가까운 경찰서로 경보를 보내는 즉각적인 조치를 취할 수 있다. 제안된 방법의 실험 결과는 99.21%의 정확도를 달성함으로써 다른 최첨단 CNN모델을 능가했다.

현장도로 모형실험을 이용한 포장구성층의 동결 특성 분석 (The Freezing Characteristics of Pavement Layer Using the Field Road Model Test)

  • 신은철;류병현;박정준
    • 한국지반공학회논문집
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    • 제26권7호
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    • pp.71-80
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    • 2010
  • 지리학적 특성으로 국내는 계절 동토지역으로 겨울철에는 동상현상이 발생하고 봄철에는 지반이 해빙된다. 도로는 다양한 재료와 단면으로 구성된 구조물이기 때문에 환경성과 재료 물성뿐만 아니라 포장체 각 층의 구조적 적정성 또는 지지력을 파악하는 것이 무엇보다 중요하다. 현재 기존 동상방지층 설계법에 따르면, 동상방지층은 포장체의 구조적 적정성과는 무관하게 온도조건에 따른 동결깊이에 따라 일률적으로 결정되고 있다. 이러한 동결깊이를 포장구조설계에 적용함으로써 포장의 과다설계 우려가 있다. 따라서 본 논문에서는 노상층, 동상방지층, 보조기층의 역학적 실험을 실시하여 동상민감성을 판단하고 실규모 현장도로 모형축소 실험을 실시하였다. 동상민감성을 판단하기 위하여 토층별 온도, 동결팽창량, 부동수분 및 동결깊이를 측정하였다.

제7차 HS 협약 개정에 따른 무인 수송기기 품목분류에 관한 연구: 제17부를 중심으로 (A Study on the Unmanned Transportation Systems of the Seventh Edition of Harmonized System: Focusing on the Section 17 of HS Nomenclature)

  • 김진규;이윤
    • 무역학회지
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    • 제46권5호
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    • pp.49-63
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    • 2021
  • The HS Convention is an agreement on the harmonized commodity description and coding system enacted by the World Customs Organization in January 1988 to promote international trade and unify the commodity classification systems internationally, and the seventh revision will take effect in January 2022. This study's main purpose is to consider criteria for classifying unmanned autonomous transport systems(UATS) in accordance with Section 17 of the HS nomenclature and to present recommendations for improvement of laws related to tariff classification which may be used to amend related laws in Korea. Currently, there are no provisions within the HS Nomenclature that classify unmanned autonomous transportation systems and equipments. Although such technologies have yet to be commercially deployed, they are being actively developed globally. Thus, this study aims to classify UATS and suggest appropriate amendments to the new edition of the HS Nomenclature and Korean law. This paper examines advance ruling cases from domestic and foreign HS classification under the revision of the HS Convention and the criteria for the classification of UATS and Domestic Korean and foreign classification case studies were investigated, along with a survey of the literature on UATS, in order to derive reasonable tariff classification criteria and present legislative implications. In conclusion, this study aims to provide legislative recommendations for how to improve the system to apply the revisions to the HS Convention to the domestic Korean statutes.

온도조건에 의한 도로하부 지반의 동결 및 지지력 특성 (Freezing and Bearing Capacity Characteristics of Road Foundations under Temperature Condition)

  • 신은철;김성환;박정준
    • 한국지반공학회논문집
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    • 제28권3호
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    • pp.5-14
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    • 2012
  • 현재 기존 동상방지층 설계법에 따르면, 동상방지층은 도로 노상토의 동상특성이 아닌 온도에 따른 동결깊이에 근거해 일률적으로 결정되어 포장설계의 부실 또는 과다설계 우려가 있다. 도로는 다양한 재료와 단면으로 구성된 구조물이기 때문에 환경성과 재료 물성 뿐만 아니라 포장체 각 층의 구조적 적정성 또는 지지력을 파악하는 것이 무엇보다 중요하다. 따라서 본 논문에서는 대형 냉동고내에 실내모형토조를 구성하여 포장하부구조재료(노상층, 쇄석골재층)의 시간에 따른 온도와 동상량 변화, 동결융해에 따른 지반의 지지력 변화를 통하여 포장하부구조체의 역학적 관계를 분석하였다.

Survival of Patients with Lung Cancer, Yazd, Iran

  • Zahir, Shokouh Taghipour;Mirtalebi, Maryammosadate
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권9호
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    • pp.4387-4391
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    • 2012
  • Background: Lung carcinoma is the leading cause of cancer mortality worldwide. Although the 5-year survival rate nearly tripled from 5-15% over the last 25 years, the estimated number of deaths still exceeds 1.3 million annually. The overall 5-year survival of lung cancer is only 10% in Europe and 15% in the United States. The aim of the current study was to determine the long-term survival and the effect of certain prognostic factors on survival of patients with lung cancer in Yazd city, Iran. Methods: In this cross-sectional descriptive study, we retrospectively reviewed hospital records and follow-up data of 148 patients with histological proven lung cancer using the cancer data registered between 1998 and 2005 in the pathology department of Shahid Sadoughi educational hospital, Yazd, Iran. Data were extracted from patient documents that included sex, age, clinical manifestations, histopathological report of the tumor and type of treatment given. Results: Overall survival time in all patients was 8.5 months after diagnosis and there was no significant difference in survival according to sex (p=0.958). Histological analysis revealed that squamous cell carcinoma was the most common histologic type (35%). Kaplan-Meier statistical methods estimated the average survival time for SCC to be better (22.6 months) in comparison with the other types of histology (all of them below 10 months). There was a trend towards significance between type of histology and duration of survival (p=0.08). Conclusion: It is reasonable to expect that early lung cancer detection, and appropriated treatment, may improve surgical morbidity and mortality. Low survival of lung cancer in our center patients show our shortages in screening programs for early diagnosis. Designing studies with larger sample size that take some other variables like staging of patients is now necessary.

종합병원 질향상 사업 담당자의 직무만족과 조직몰입에 관한 연구 (Job Satisfaction and Organizational Commitment of Quality Improvement Coordinators in General Hospitals)

  • 박미현;조우현;서영준;이선희
    • 한국의료질향상학회지
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    • 제5권2호
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    • pp.278-294
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    • 1998
  • This study was planned to provide basic data for activating quality improvement by genera hospital with more than 400 beds across the country, of which 65 coordinators answered. Main results of the study are as follows.. 1. Job satisfaction and organizational commitment by individual characteristics were compared. It was revealed that the sense of self-efficacy was related to job satisfaction positively. But job satisfaction and organizational commitment by locus of control showed no significant difference. 2. In terms of the characteristics of QI activities, the active participation of QI coordinators in QI planning process and smooth communication among hospital staffs were showed positive relationship to job satisfaction significantly. 3. Also support system was proposed as most significant variable related to the job satisfaction and the organizational commitment of QI coordinators. Especially support to QI activities by CEO's, seniors, and other hospital staff was a factor to enhance the job satisfaction and organizational commitment of QI coordinators. 4. In the aspect of organizational culture, culture which were tendency to be recognized high autonomy in their work and organizational identity strongly and to operate reasonable compensation system were related to job satisfaction and organizational commitment positively. The more formalized climate, supportive communication, cooperative teamwork and promoting creative/risk take behavior, it showed the higher organizational commitment. 5. For the aspect of QI job characteristics, QI coordinators' job satisfaction was high when QI office was arranged for independent department which was exclusively in charge of QI activities and their role is exclusively in charge of QI. It can be concluded that organizational support in the aspect of relation and finance and efforts of encouraging their motivation and providing on the job training program are need.

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두꺼운 박막 성장시 Steering 효과 연구 (The Study of Steering Effect in Multilayer Growth)

  • 서지근;김재성
    • 한국진공학회지
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    • 제15권4호
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    • pp.410-420
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    • 2006
  • Epitaxial 성장에서 screening 및 steering 효과 등과 같은 증착과정 중 나타나는 dynamic effects를 kinetic Monte Carlo 시뮬레이션으로 고찰하였다. 증착원자와 토대 원자와의 상호 작용을 엄밀하게 고려하기 위해 이 시뮬레이션 프로그램에 molecular dynamics 시뮬레이션을 결합시켰다. 기울어진 각도로 증착 시킬 경우 표면의 형상은 1) 증착 각도가 기울어짐에 따라 거칠기가 증가한다는 것, 2) 비대칭적인 언덕의 형성된다는 것, 그리고 3) 언덕의 면방향에 따라 비대칭적인 기울기를 갖는다는 세가지 특징을 보았다. 증착 각도나 온도 의존성에 대한 시뮬레이션 결과는 기존의 실험 결과와 잘 일치하는 것을 확인하였다. 기울어진 각도로 증착했을 때 나타나는 이러한 결과는 steering과 screening 효과에 따른 초기 증착 밀도의 불균일에 기인함을 알 수 있었고, 여기서 steering 효과가 screening 효과 보다 주요한 역할을 하는 것을 보았다. 시뮬레이션 계산에서 확인된 새로운 결과는 기울기 선택 (slope selection)이 이루어졌어도 언덕의 각 면이 단일한 기울기로 형성되어 있지 않고 여러 종류의 facet가 섞인 형태이며, 따라서 기울기 선택이 바로 facet 선택을 의미하지는 않는다는 것이다.

분뇨수거량 평가방법 연구 : 서울시를 중심으로 (Prediction of Sludge's Volume Collected from Septic Tank Cleaning in Seoul)

  • 유기영;조인성
    • 유기물자원화
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    • 제15권4호
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    • pp.138-146
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    • 2007
  • 서울시에는 아직도 생활하수와 빗물이 함께 흘러가는 합류식 하수관거지역이 많다. 이들 지역의 모든 건물들은 화장실 세정수로부터 고체상 물질을 분리해서 저장하는 정화조가 설치되어 있다. 정화조는 연 1회 이상 청소를 해야 하며 이 과정에서 분뇨가 수거된다. 수거분뇨는 처리시설이 필요로 하며, 과부족이 없는 처리시설을 확보하기 위해서는 장래에 발생할 분뇨수거량을 예측해야 한다. 본 연구에서는 그 분뇨수거량의 예측방법을 검토하였다. 여러 가지 예측인자 중 건물연면적이 가장 신뢰할 수 있었고, 수거분뇨는 처리 시설이 필요로 하며, 과부족이 없는 처리시설을 확보하기 위해서는 장래에 발생할 분뇨수거량을 예측해야 한다. 본 연구에서는 그 분뇨수거량의 예측방법을 검토하였다. 여러 가지 예측인자 중 건물연면적이 가장 신뢰할 수 있었고, 분뇨수거량이 꾸준하게 증가해서 2020년 서울시에서는 1일 13,149kL이 발생할 것으로 평가되었다. BOD의 변화도 예측이 가능하였다.

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인터넷 판매를 통한 생활한복의 활성화 연구 (A Study on active use of Daily Hanbok through sales on The Internet)

  • 소현정;심화진
    • 복식
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    • 제50권4호
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    • pp.181-195
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    • 2000
  • This study was conducted from Sep., 1999. to Nov., 1999. It researched approximately 60 specialized manufacturers who had homepages on the Internet. Of the 60 manufacturers, 20 of them were chosen for the study all of whom had relatively were made homepages that were geared towards sales. 1. Daily Hanboks on the homepages were put in an electronic catalog. They were photographed and well described. Each picture could be enlarged when needed. 2. The Hanbok's were made for men, women and children. There were every couple's Hanboks. The Hanboks used natural material, mixed spinning and chemical textile, which was easily kept and washed. It was intended, as clothes for everyday wear Silk was used for formal clothes. 3. The prices ranged from low-middle to high clothing for everyday life is reasonable and street wear and formal dresses are priced high. The color of the dresses are not vibrant, but natural and light. As Hanboks become more in demand, there will be more choices available. 4. As matter of the sizes shows weakness. In general they use the western size system. The purpose of this study is to show the direction that Hanbok manufacturers may take for the internet sales and for being more active to promote the spread of the dress. This research came to the fellowing conclusion. Even though Hanbok manufacturers operate homepages. it seems that they are not well used. However, many internet shopping malls have been opened and they have put Daily Hanboks into one of their sales categories. The internet malls are getting more active and are expanding more. Therefore the market value of the Hanboks in the future look optimistic. If smaller sized manufacturers of Daily Hanbok's establish cooperative network that have no time and space limit, they can use the strong power of the market as the market development for Daily Hanboks is endless.

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지리적 접근성을 이용한 도시지역 보건지소의 입지선정 (Determining the Location of Urban Health Sub-center According to Geographic Accessibility)

  • 이건세;김창엽;김용익;신영수
    • Journal of Preventive Medicine and Public Health
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    • 제29권2호
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    • pp.215-225
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    • 1996
  • Decentralization to local governments and amending of Health Center Law are to promote the efforts of health planning at the level of local agencies. In the health facility planning, it is important to take into account that what to be built, where to be located, how far should be service area and so forth, because health facilities are immovable, and require capital as well as personnel and consumable supplies. The aim of our study, answering to the question of 'where to be located?', is to determine the best location of urban health sub-center. At the local level, planning is the matter of finding the best location of specific facilitiy, in relation to population needs. We confine the accessibility, which is basic to location planning, to geographic one. Location-Allocation Model is used to solve the problem where the location is to maximize geographic accessibility. To minimize the weighted travel distance, objective function, $R_k=\sum{\sum}a_{ij}w_{i}d_{ij}$ is used. Distances are measured indirectly by map measure-meter with 1:25,000 Suwon map, and each potential sites, 10 administrative Dongs in Kwonson Gu, Suwon, are weighted by each number of households, total population, maternal age group, child age group, old age group, Relief for the livelihood, and population/primary health clinics. We find that Kuwoon-Dong, Seodun-Dong, Seryu3-Dong, according the descending orders, are best sites which can minimize the weighted distance, and conclude that it is reasonable to determine the location of urban health sub-center among those sites.

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