• Title/Summary/Keyword: CCTV-10

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Classification Model and Crime Occurrence City Forecasting Based on Random Forest Algorithm

  • KANG, Sea-Am;CHOI, Jeong-Hyun;KANG, Min-soo
    • Korean Journal of Artificial Intelligence
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    • v.10 no.1
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    • pp.21-25
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    • 2022
  • Korea has relatively less crime than other countries. However, the crime rate is steadily increasing. Many people think the crime rate is decreasing, but the crime arrest rate has increased. The goal is to check the relationship between CCTV and the crime rate as a way to lower the crime rate, and to identify the correlation between areas without CCTV and areas without CCTV. If you see a crime that can happen at any time, I think you should use a random forest algorithm. We also plan to use machine learning random forest algorithms to reduce the risk of overfitting, reduce the required training time, and verify high-level accuracy. The goal is to identify the relationship between CCTV and crime occurrence by creating a crime prevention algorithm using machine learning random forest techniques. Assuming that no crime occurs without CCTV, it compares the crime rate between the areas where the most crimes occur and the areas where there are no crimes, and predicts areas where there are many crimes. The impact of CCTV on crime prevention and arrest can be interpreted as a comprehensive effect in part, and the purpose isto identify areas and frequency of frequent crimes by comparing the time and time without CCTV.

A Study on the Estimation of CCTV Monitor Size for School Crime Prevention (학교범죄예방을 위한 CCTV 모니터 크기 산정에 관한 연구)

  • Park, Sung-chul;Cho, Jin-il;Jung, Tae-hwan
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.14 no.2
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    • pp.37-44
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    • 2015
  • The purpose of this study is to propose the calculation model of CCTV monitor size for school. Literature review analyzed the concept and technical characteristics of CCTV system including equation of object size calculation. Case study showed that the sizes of CCTV monitors installed in the security offices of the six object schools were 19 inches on average. And the numbers of monitor screen partitions were at least 12 on average. Due to too many partitions in small monitors of approximately 19 inches, the faces of the objects of filming in each screen could not be properly identified. Experimental test presented that the vertical length of face image clearly recognized on the screen is at least 20mm. Based on the result, this paper developed the equation for calculating monitor size. Pilot test said that 27inch Monitor is needed for 4 screens. The practitioners of school districts and schools can make appropriate CCTV system environments considering the their own CCTV system conditions.

A Study on the Perception about mandated CCTV among Nursery School Principals, Teachers, Parents, and General Public (CCTV 의무화에 대한 어린이집 원장, 교사, 학부모, 일반인의 인식에 관한 연구)

  • kim, Young-Hee;kim, Doo-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.2
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    • pp.311-317
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    • 2018
  • The purpose of this study is to identify the needs of the nursery director, teachers, parents, and the general public regarding the use of mandatory CCTV. In other words, we will examine the benefits, problems, and solutions of mandatory CCTV. The subjects of this study included families, private day care centers, private presbytery, kindergartens, teachers, parents and the general public in D metropolitan city. The research tools were modified and supplemented questionnaires appropriately for the study purpose with reference to the previous research. Collected data was analyzed by frequency and F-test using SPSS 21.0 program. The main results of this study are as follows: First, the benefits of mandatory CCTV for daycare centers is that CCTV becomes objective evidence of human rights incidents, identifies violence among children, and can take measures. In addition, mandatory CCTV can also reduce or prevent abuse. Second, major problems concerning the mandatory use of nursery school CCTV include privacy, violation of basic rights, and education. CCTV is a stressful factor that causes teachers to feel embarrassed, uncomfortable, and tense. Third, the main improvement measures for the nursery school CCTV mandate are to prevent unfair staff and complement existing guidelines for CCTV use. Based on the results of the study, we detail the benefits, problems, and solutions for the nursing home CCTV mandatory poli.

Development of Media Crypto Algorithm for anti-hacking into CCTV (CCTV 해킹방지를 위한 미디어 암호화 알고리즘)

  • Hwang, Seon-Cheol
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.62 no.2
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    • pp.98-102
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    • 2013
  • There are so many CCTV in our streets, buildings and public places. Nevertheless, security methods for CCTV are rarely. This paper describes a study on developing a media crypto algorithm for anti-hacking into CCTV. H.264 codec is used to compress the video stream in CCTV systems. HIGHT algorithm provided by KISA is adopted as a crypto algorithm in our development. Other crypto methods except HIGHT could be selected by company's security police. Only some bytes in VCL(Video Coding Layer) of H.264 are encrypted to improve the performance of limited platforms, such as CCTV, WebCam, smartphone. Very fast and light crypto algorithm was developed by our researches.

A Study on the Policy Advice of Integrated CCTV Control Center

  • Chung, ChoongSik
    • International Journal of Advanced Culture Technology
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    • v.5 no.3
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    • pp.46-55
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    • 2017
  • In recent years, public area CCTV has also begun to become more popular in the Korea. 2011, Korea's Ministry of Public Administration and Security has recommended that other local governments set up an integrated CCTV control center in each of their districts. The ministry was planning to make it compulsory for local governments to install an integrated CCTV control center by 2015. More than 570,000 public cameras are managed by public agencies and local government offices. Currently, the integrated CCTV control center is playing a very positive role in fighting crimes in the district particularly through its liaison with the district police. The CCTVs were operated by a several different agencies and departments in the district, resulting in considerable redundancy in public service, inefficiency and delays in response to crimes, and other emergency situations. Therefore, Control Center should be operated lawfully and efficiently. CCTV Control Center will be managed by three ways: (1) IT Governance through cooperation with civil areas (2) by regulated with proper laws and (3) managed by proper guideline and personal training.

Design of Intelligent Integrated Management System for the Blindless Area CCTV (사각지대없는 CCTV를 위한 지능형 통합관리 시스템의 설계)

  • Choi, Joon;Jung, Jaehoon;Jung, Jinwoo;Ko, Kwangman
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.04a
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    • pp.966-967
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    • 2015
  • 영상감시, 특히 CCTV는 이미 보안에서 없어서는 안 될 큰 중심이 된지 오래지만 지속적인 기술 성장 못지않게 또 다른 첨단기술 및 기능 요구가 증가되고 있으며 그중에 하나가 CCTV 영상의 사각지대이다. CCTV는 다양한 목적을 위해 24시간 영상을 녹화하지만 현재 시스템으로 사각지대 없는 CCTV시스템은 다수의 카메라를 설치하여만 한다. 이는 높은 비용과 유지관리가 필요하게 되어 적재적소에 CCTV시스템 설치가 어려운 실정이다. 따라서 본 연구개발에서는 사각지대가 없는 CCTV 개발에 필요한 지능형 영상분석 시스템에 필요한 통합 관리 시스템을 설계하여 전체적인 시스템 개발 완료에 목표를 두고 있다.

A Study on 2.4/5GHz Dual-Band RF Design Technology (2.4/5GHz 이중대역 RF 설계 기술에 대한 연구)

  • Byung-Ik Jung;Gyeong-Hyu Seok
    • The Journal of the Korea institute of electronic communication sciences
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    • v.18 no.2
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    • pp.259-268
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    • 2023
  • In this paper, it is said that the quality of wireless service has been improved by providing wireless service that can eventually overcome wired wires by using 2.4GHz band wireless access technology that supports 2.4/5GHz dual band. Increasing the maintenance cost incurred when building wireless CCTV, makes it possible to connect with existing CCTV, and study about expanding the service area of A/V surveillance system using CCTV.

Security Technique using SSH Tunneling for CCTV Remote Access (SSH 터널링을 이용한 CCTV 원격접속 보안기법)

  • HWANG, GIJIN;PARK, JAEPYO;YANG, SEUNGMIN
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.148-154
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    • 2016
  • Video security has recently emerged as an important issue owing to CCTV video image spill accidents over the Internet. KISA recommends the use of encryption protocols for remote access through its guidelines for CCTV personal video information protection. But still, many products do not adhere to the guidelines, and those products are easily exposed to security threats, such as hacking. To solve these security vulnerabilities, this paper proposes a CCTV system that connects from remote locations, and is implemented by using secure shell (SSH) tunneling techniques. The system enhances security by transmitting encrypted data by using SSH. By using the tunneling technique, it also solves the problem of not being able to access a CCTV recorder located inside a firewall. For evaluation of the system, this paper compares various CCTV remote access schemes and security. Experimental results on the effectiveness of the system show it is possible to obtain remote access without a significant difference in transmission quality and time. Applying the method proposed in this paper, you can configure a system secure from the threats of hacking.

Quantitative Evaluation on Surveillance Performance of CCTV Systems Based on Camera Modeling and 3D Spatial Analysis (카메라 모델링과 3차원 공간 분석에 기반한 CCTV 시스템 감시 성능의 정량적 평가)

  • Choi, Kyoungah;Lee, Impyeong
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.32 no.2
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    • pp.153-162
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    • 2014
  • As CCTVs are widely utilized in diverse fields, many researchers have continuously studied to improve the surveillance performances of a CCTV system. However, an quantitative evaluation approach about the surveillance performance has rarely been researched. Therefore, we set up the research for suggesting a quantitative evaluation approach to determine the effectiveness of CCTV coverages. We firstly defined the surveillance resolution as that varies according to object's positions and orientations. Based on the definition, we computed surveillance resolution values at all three-dimensional positions with the orientations of interests in the specified space. By comparing these values to the required reasonable resolution, we determined the surveillance performance index indicating how well a CCTV system monitor a target space for specific surveillance objectives. This proposed approach evaluates the surveillance performance of a CCTV system quantitatively, so as examines the CCTV system design before its installation based on precise 3D spatial analysis.

Optimal Location Allocation of CCTV Using 3D Simulation (3차원 시뮬레이션을 활용한 CCTV 최적입지선정)

  • PARK, Jeong-Woo;LEE, Seong-Ho
    • Journal of the Korean Association of Geographic Information Studies
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    • v.19 no.4
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    • pp.92-105
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    • 2016
  • This study aims to establish a simulation method for CCTV (Closed Circuit Television) sight area. The simulation incorporates variables for computing CCTV sight area including CCTV specifications and installation. Currently CCTV is used for traffic, crime prevention and fire prevention by local governments. However, new locations are selected by administrator decision rather than analysis of the optimal location. In order to determine optimum location, a method to CCTV compute range is needed, which incorporates specifications according to CCTV purpose. For this purpose, limitations of previous research methods must be recognized and the simulation method must supplement these limitations. Here in this study, we derived CCTV sight area variables for realistic analysis to complement the limitations of previous studies. A total of eight elements were derived from image device sensors and installation: wide angle, height, angle, setting height, setting angle, and others. This research implemented a 3D simulation technique that can be applied to the derived factors and automate them using ArcObject and Visual C#. This simulation method can calculate sight range in accordance with CCTV specifications. Furthermore, when installing additional CCTVs, it can derive optimal allocation position. The results of this study will provide rational choices for specification selection and CCTV location by interagency collaborative projects.