• Title/Summary/Keyword: Intelligent Surveillance

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A Study on the Object Extraction and Tracking System for Intelligent Surveillance (지능형 감시를 위한 객체추출 및 추적시스템 설계 및 구현)

  • Jang, Tae-Woo;Shin, Yong-Tae;Kim, Jong-Bae
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38B no.7
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    • pp.589-595
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    • 2013
  • The agents for security surveillance are not enough for monitoring CCTV system, so the intelligent automatic surveillance system is needed. In this paper, object detection, tracking and abnormal event detection system is implemented for intelligent CCTV system. Each modules are tested on the real CCTV environment and promoted for commercialization. Abnormal event detection module and loitering detection and sudden running detection function and it's detection time is under 1 second which is satisfied level.

Security Framework for Intelligent Predictive Surveillance Systems (지능형 예측감시 시스템을 위한 보안 프레임워크)

  • Park, Jeonghun;Park, Namje
    • Journal of the Korea Convergence Society
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    • v.11 no.3
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    • pp.77-83
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    • 2020
  • Recently, intelligent predictive surveillance system has emerged. It is a system that can probabilistically predict the future situation and event based on the existing data beyond the scope of the current object or object motion and situation recognition. Since such intelligent predictive monitoring system has a high possibility of handling personal information, security consideration is essential for protecting personal information. The existing video surveillance framework has limitations in terms of privacy. In this paper, we proposed a security framework for intelligent predictive surveillance system. In the proposed method, detailed components for each unit are specified by dividing them into terminals, transmission, monitoring, and monitoring layers. In particular, it supports active personal information protection in the video surveillance process by supporting detailed access control and de-identification.

Concept Design for the Intelligent Surveillance System for Urban Transit (도시철도 지능형 종합감시시스템 개념설계)

  • An, Tae-Ki;Shin, Jeong-Ryol;Lee, Woo-Dong;Han, Seok-Yoon
    • Proceedings of the KSR Conference
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    • 2008.06a
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    • pp.653-658
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    • 2008
  • Service areas in the urban transit need to construct the intelligent integrated surveillance system, because they are the public places that many people get together at one time. In past, analogue, closed-circuit televisions and analogue video recorders are used to construct the surveillance system. Now, a lot parts of the analogue systems that depend on the images have been changed to the complicated system, which consists of sensors and images and also, to be digitalized. In past, the surveillance system was used as an inspection devices to examine the spots after happening some events. But, with a high level of the computer and communication technologies, it is possible that the digitalized data leads the intelligence systems to prevent some accidents by using the various analysis techniques. And the data could be used to decide surveillance policies and provide some information on the safety and management policies as well as surveillance policies. In this paper, we define the intelligent surveillance system and suggest the major functions of the system. Also, we suggest the fundamental functions that every part should get and describe the way to develop the system.

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An Effective Moving Cast Shadow Removal in Gray Level Video for Intelligent Visual Surveillance (지능 영상 감시를 위한 흑백 영상 데이터에서의 효과적인 이동 투영 음영 제거)

  • Nguyen, Thanh Binh;Chung, Sun-Tae;Cho, Seongwon
    • Journal of Korea Multimedia Society
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    • v.17 no.4
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    • pp.420-432
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    • 2014
  • In detection of moving objects from video sequences, an essential process for intelligent visual surveillance, the cast shadows accompanying moving objects are different from background so that they may be easily extracted as foreground object blobs, which causes errors in localization, segmentation, tracking and classification of objects. Most of the previous research results about moving cast shadow detection and removal usually utilize color information about objects and scenes. In this paper, we proposes a novel cast shadow removal method of moving objects in gray level video data for visual surveillance application. The proposed method utilizes observations about edge patterns in the shadow region in the current frame and the corresponding region in the background scene, and applies Laplacian edge detector to the blob regions in the current frame and the corresponding regions in the background scene. Then, the product of the outcomes of application determines moving object blob pixels from the blob pixels in the foreground mask. The minimal rectangle regions containing all blob pixles classified as moving object pixels are extracted. The proposed method is simple but turns out practically very effective for Adative Gaussian Mixture Model-based object detection of intelligent visual surveillance applications, which is verified through experiments.

The Implementation of Emergency Light Monitoring System by Intelligent Cluster Surveillance Network (지능형 클러스터 감시망 비상등관리시스템 개발)

  • Choi, Jae-Myeong;Kang, Heau-Jo
    • Journal of Advanced Navigation Technology
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    • v.15 no.5
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    • pp.906-912
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    • 2011
  • In this paper, we structured the intelligent cluster surveillance network which can be managed scattered-the emergency light without communication line. Will not be interfered in location of emergency light and not to be will be able to establish the system. And the surveillance network there is by a destroyer and the communication relay system is born breakdown but the dead zone without condition of emergency light implemented the emergency light management system where the monitoring and management are possible. And we implemented the emergency light surveillance equipment and the emergency light monitoring system. Some experiments were conducted to verify so as to proposed system, and the system processes such as the surveillance network, the status information measurement and initialization were well performed.

A Sensor Network-based Intelligent Surveillance System for Urban Transit (센서네트워크 기반 도시철도 지능형 감시시스템 구축방안 연구)

  • An, Tae-Ki;Shin, Jeong-Ryol;Lee, Woo-Dong;Kim, Moon-Hyun
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.1560-1565
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    • 2007
  • A surveillance system is used many industrial places, and public places to monitor the present situation. Most of the existing surveillance system is composed of the monitors and a lot of cameras that are installed each place to be monitored. The system is usually using the CCTV, closed circuit television, system that is a passive surveillance system. Urban transit operation corporations use the passive surveillance system to monitor the situation of the passengers, and the status of the important facilities. However the officers or operators cannot monitor all of the situation or status constantly, and cannot respond to emergency. In this paper, we propose a sensor network-based intelligent surveillance system to solve these problems. The proposed system is composed of a lot of intelligent sensors that can determine the present status and integrated processor units to detect more precisely events using the information from the sensors. The sensors and the integrated processor are connected by communication network. The proposed system can be installed and used without a lot of change of the existing facilities such as the enormous communication bandwidth increase.

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Design of Portable Intelligent Surveillance System based on Edge Cloud and Micro Cloud (에지 클라우드 및 마이크로 클라우드 기반의 이동형 지능 영상감시 시스템 설계)

  • Park, Sun;Cha, ByungRae;Kim, JongWon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2019.05a
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    • pp.556-557
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    • 2019
  • The current video surveillance system is the third generation, and the video device has developed from low image quality to high image quality. The video surveillance solution has improved from the simple type to the intelligent type. However, as the equipment and technology for these video surveillance systems become more complicated and diversified, they are increasingly dependent on infrastructure, such as faster network speed and stable power supply. On the other hand, there is a growing need for video surveillance in areas where basic infrastructure is limited, such as power and communications. In this paper, we propose a system that can support intelligent video surveillance in a region where basic infrastructure is limited.

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Intelligent Nuclear Material Diagnosis System Using SOM-PAK (SOM-PAK을 이용한 지능형 핵물질 거동진단 시스템)

  • 송대용;이상윤;하장호;고원일;김호동
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2003.11a
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    • pp.135-144
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    • 2003
  • In this paper, the implementation techniques of intelligent nuclear material surveillance system based on the SOM(Self Organized Mapping) was described. Unattended continuous surveillance systems for nuclear facility result in large amounts of data, which require much time and effort to inspect. Therefore, it is necessary to develop system that automatically pinpoints and diagnoses the anomalies from data. In this regards, this paper presents a novel concept of a continuous surveillance system that integrates visual image and radiation data by the use of neural networks based on self-organized feature mapping

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Intelligent Surveillance System for Urban Transit using Context-aware technology (도시철도 지능형 종합 감시시스템을 위한 상황인식기술 적용방안 연구)

  • An, Tae-Ki;Shin, Jeong-Ryol;Lee, Woo-Dong;Kim, Moon-Hyun
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.399-400
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    • 2007
  • The one of the necessary technologies to live in the ubiquitous society that we can exchange some informations whenever it is and wherever we are, is the technology of context-awareness. The technology of context-awareness can be used various fields-medical science, national defense, national security and etc. and the technology can affect our society by and large. The technology of context-awareness is also applicable to many fields in the urban transit. In this paper, we describe the present condition of the technology of context-awareness and the examples of practical application of it and suggest some plans that are applicable to build an intelligent surveillance system for urban transit. We can connect the operating officer who is in the nearest to the place where the some events happened within the urban transit service area through the intelligent surveillance system for urban transit and we can eel a foothold in perceiving automatically various events within urban transit service area. So, the technology of context-awareness is the basic technology to realize an intelligent surveillance for urban transit, for the security of passengers and the protection of facilities in urban transit.

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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.