• Title/Summary/Keyword: surveillance

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Extraction of Workers and Heavy Equipment and Muliti-Object Tracking using Surveillance System in Construction Sites (건설 현장 CCTV 영상을 이용한 작업자와 중장비 추출 및 다중 객체 추적)

  • Cho, Young-Woon;Kang, Kyung-Su;Son, Bo-Sik;Ryu, Han-Guk
    • Journal of the Korea Institute of Building Construction
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    • v.21 no.5
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    • pp.397-408
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    • 2021
  • The construction industry has the highest occupational accidents/injuries and has experienced the most fatalities among entire industries. Korean government installed surveillance camera systems at construction sites to reduce occupational accident rates. Construction safety managers are monitoring potential hazards at the sites through surveillance system; however, the human capability of monitoring surveillance system with their own eyes has critical issues. A long-time monitoring surveillance system causes high physical fatigue and has limitations in grasping all accidents in real-time. Therefore, this study aims to build a deep learning-based safety monitoring system that can obtain information on the recognition, location, identification of workers and heavy equipment in the construction sites by applying multiple object tracking with instance segmentation. To evaluate the system's performance, we utilized the Microsoft common objects in context and the multiple object tracking challenge metrics. These results prove that it is optimal for efficiently automating monitoring surveillance system task at construction sites.

The Korean Stock Market Surveillance System : Changes in Volatility Before and After Surveillance Designation (한국의 감리종목 제도 : 감리지정 전.후의 변동성 비교)

  • Lee, You-Tay
    • The Korean Journal of Financial Management
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    • v.20 no.1
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    • pp.261-277
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    • 2003
  • The Korean Stock Market Surveillance System is desinged to control the volatility of stocks by drawing investor's attention and suppressing disguised demand, when stocks run up so rapidly in short period of time. Yet the Surveillance System has not been under empirical examination about its role and evolved in line with the Price Limit System. This study looks at the security returns under surveillance designation for 1995 -2001 period. The results indicate that the volatility of stocks has not been affected after surveillance designation. The constraints against the disguised demand, however, seems to limit the security returns rather than volatilities. These findings raises a question about the role of The Korean Stock Market Surveillance System for the control of volatility. The Surveillance System needs to be examined thoroughly about its role, function, and its conditions. Otherwise, the shareholders with less information could be placed at a disadvantage. This paper suggests that the system should be amended in an effort to make the volatility of stocks under control.

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A Study on the Surveillance Camera System for Privacy Protection (프라이버시 보호를 위한 감시카메라 시스템에 관한 연구)

  • Moon, Hae-Min;Pan, Sung-Bum
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.9
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    • pp.1779-1786
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    • 2009
  • Due to increased terrors and crimes, the use of surveillance camera systems including CCTV is also increasing. Private information such as faces or behavior patterns can be recorded in CCTV and when it is exposed, it may cause infringement to privacy and crimes. This paper analyses conventional methods on protection of privacy in surveillance camera system and then suggests an RFID-based surveillance camera system that can both watch crimes and protect privacy. The proposed system protects privacy and watches crimes using scrambling and an RFID system.

Performance Evaluation of the Ground-to-Ground Surveillance Test bed Based on ADS-B Concept (ADS-B 개념기반의 지대지 감시 Test bed 성능평가)

  • Oh, Kyung-Ryoon;Kim, In-Kyu;Song, Jae-Hoon
    • Aerospace Engineering and Technology
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    • v.6 no.1
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    • pp.45-54
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    • 2007
  • In this study, the function of TIS-B(Traffic Information Service-Broadcasting), Runway incursion prevention, conflict warning, way-point assignment were evaluated using ground-to-ground surveillance test bed of KARI which was based on ADS-B(Automatic Dependant Surveillance-Broadcasting) concept. VDL(VHF Data Link) based on STDMA protocol was used as a data link, and an UAT(Universal Access Transceiver) was included to get the TIS-B information, and four ground vehicles and two aircraft were included as rover units. The main purpose of this test bed was to realize the ADS-B concept for the application of ground surveillance and to evaluate its performance.

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Object Tracking & PTZ camera Control for Intelligent Surveillance System (지능형 감시 시스템을 위한 객체 추적 및 PTZ 카메라 제어)

  • Park, Ho-Sik;Hwang, Suen-Ki;Nam, Kee-Hwan;Bae, Cheol-Soo;Lee, Jin-Ki;Kim, Tae-Woo
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.6 no.2
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    • pp.95-100
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    • 2013
  • Smart surveillance, is the use of automatic video analysis technologies in video surveillance applications. We present a robust object tracking method using pan-tilt-zoom camera for intelligent surveillance System, As the result of the experiment using 78 vehicle, the success rate of the tracking for moving object & non-moving object werw 97.4% and 91%. and 84.6%. the success rate o PTZ control for license plate image.

A Fast and Precise Blob Detection

  • Nguyen, Thanh Binh;Chung, Sun-Tae
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.23-29
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    • 2009
  • Blob detection is an essential ingredient process in some computer applications such as intelligent visual surveillance. However, previous blob detection algorithms are still computationally heavy so that supporting real-time multi-channel intelligent visual surveillance in a workstation or even one-channel real-time visual surveillance in a embedded system using them turns out prohibitively difficult. In this paper, we propose a fast and precise blob detection algorithm for visual surveillance. Blob detection in visual surveillance goes through several processing steps: foreground mask extraction, foreground mask correction, and connected component labeling. Foreground mask correction necessary for a precise detection is usually accomplished using morphological operations like opening and closing. Morphological operations are computationally expensive and moreover, they are difficult to run in parallel with connected component labeling routine since they need much different processing from what connected component labeling does. In this paper, we first develop a fast and precise foreground mask correction method utilizing on neighbor pixel checking which is also employed in connected component labeling so that the developed foreground mask correction method can be incorporated into connected component labeling routine. Through experiments, it is verified that our proposed blob detection algorithm based on the foreground mask correction method developed in this paper shows better processing speed and more precise blob detection.

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A Research on the Analysis Method of School Exterior Space Lacking Natural Surveillance (학교 외부공간의 자연적 감시 취약지역 분석기법에 관한 연구)

  • Kweon, Ji-Hoon
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.11 no.1
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    • pp.23-31
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    • 2012
  • The number of school crime has grown continuously for last ten years and its intensity also has reached to serious condition. The concept of CPTED(Crime Prevention through Environmental Design) needs to be focused for improving school environment regarding this context. The exterior space of school environment is variously exposed to school crimes committed by colleague students and also intruders. From the perspective of school CPTED, Natural surveillance as one of the practical strategies requires the micro-scale analysis which clarifies local visibility at each different school exterior space. Thus, the purpose of this research is to develop the analysis method clarifying visibility condition at exterior space of school environment, which supports finding the condition of natural surveillance. The programmed analysis algorithm generated quantitative results clarifying Degree for static visibility and Clustering Coefficient for user tracking visibility. The result of this study produced the analysis method feasible to clarify weak natural surveillance conditions at school exterior spaces. Also, it is expected that the developed analysis method will be used to improve the layout of school exterior space from the perspective of CPTED.

The Effects of Crime Prevention on the Improvement of the Physical Environment in Scene of Child Sex Offense by Using 3D Simulation (아동성범죄 발생지의 3D 시뮬레이션을 이용한 물리적 환경 개선양상에 따른 범죄예방 효과분석)

  • Kim, A-Ram;Jung, Sung-Won;Jun, Han-Jong
    • Journal of the Korean housing association
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    • v.25 no.1
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    • pp.23-32
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    • 2014
  • This research progressed space evaluation test with 3D simulation for exterior space of detached housing area among the Seoul spaces of child sex offense in 2010. Based on changing analysis on natural surveillance by spatial changes of each physical element, the purpose is to suggest effective construction planning measure for preventing child sex offense. The results of research are as follows. First, natural surveillance of space's height differences and width differences were compared and analyzed. As the result, footpath shows that stairs of slope didn't make lots of effects on visual block, not block of spatial moving, because of the difference of stair height. Also, in case of parking space, visual connection with footpath is expanded when designing pilotis rather than heightening floor height, so activities of exterior people could be seen more easily. Therefore, natural surveillance was higher. Second, natural surveillance of architectural elements by changes of footpath' width was compared and analyzed. As the result, openness of footpath should be secured rather than openness of architectural element. And, planning autonomy of architectural form could be more expanded when securing openness of footpath.

A Study on Standardization of Middleware Interface between heterogenous video surveillance systems (이기종 영상보안시스템 간 미들웨어 인터페이스 표준화 연구)

  • Lee, Daesung
    • Convergence Security Journal
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    • v.15 no.3_2
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    • pp.21-30
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    • 2015
  • Current video surveillance system that is being used in the country are composed of different video surveillance s ystem that is produced in a number of domestic and foreign manufacturers and perform a service. These video surv eillance systems are using different protocols and interfaces, operating method, it provides such performance without interworking and interoperability between the video surveillance systems, in accordance with the purpose of operatin g the subject is being operated separately. Therefore, in order to provide an image with a more systematic and effici ent security service, many operational constraints are requested. The present study defines the standardization for a unified standard interfaces and protocols to ensure the interworking and interoperability between the different individ ual video security system.

Target Tracking Performance Verification of Surveillance Data Processing System for Air Traffic Control (항공관제용 감시자료처리시스템 항적 추적 성능 검증)

  • Eun, Yeonju;Jeon, Dae-Keun;Yeom, Chan-Hong
    • Aerospace Engineering and Technology
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    • v.11 no.2
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    • pp.171-181
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    • 2012
  • As a sub-system of an air traffic control system, SDP(Surveillance Data Processor) provides with the system tracks of aircraft using the surveillance sensor data from various air traffic surveillance sensors, such as radars. Therefore, the high accuracy of tracking results is a crucial requirement for safe flights, and verification of the required system performance of SDP is an essential step in development. Moreover, the quantitative evaluation of target tracking accuracy is important for newly developed SDP, since there are several tracking methods for Multi-Sensor Multi-Target Tracking, such as MRT(Multi Radar Tracking), inevitably required as the main function of SDP. In this study, definition of required system performances, establishment of test environment, and test results for MRT performance evaluation of SDP, which is being developed in KARI(Korea Airspace Research Institute) are presented.