• Title/Summary/Keyword: Detection-by-tracking

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Intelligent Mobile Surveillance System Based on Wireless Communication (무선통신에 기반한 지능형 이동 감시 시스템 개발)

  • Jang, Jae-Hyuk;Sim, Gab-Sig
    • The Journal of the Korea Contents Association
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    • v.15 no.2
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    • pp.11-20
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    • 2015
  • In this paper, we develop an intelligent mobile surveillance system based on binary CDMA for the unmanned automatic tracking and surveillance. That is, we implement a intelligent surveillance system using the binary CDMA wireless communication technology which is applied the merit of CDMA and TDMA on it complexly. This system is able to monitor the site of the accident on network in real time and process the various situations by implementing the security surveillance system. This system pursues an object by the 360-degree using camera, expands image using a PTZ(Pan/Tilt/Zoom) camera zooming function, identifies the mobile objects image within a screen and transfers the identified image to the remote site. Finally, we show the efficiency of the implemented system through the simulation of the controlled situations, such as tracking coverage on objects, object expansion, object detection number, monitoring the remote transferred image, number of frame per second by the image output signal etc..

Hand Mouse System Using a Pre-defined Gesture for the Elimination of a TV Remote Controller

  • Kim, Kyung-Won;Bae, Dae-Hee;Yi, Joonhwan;Oh, Seong-Jun
    • IEIE Transactions on Smart Processing and Computing
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    • v.1 no.2
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    • pp.88-94
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    • 2012
  • Many hand gesture recognition systems using advanced computer vision techniques to eliminate the need for a TV remote controller have been proposed. Nevertheless, some issues still remain, such as high computational complexity and insufficient information on the target object and background. Moreover, none of the proposed techniques consider how to enter the control mode of the system. This means that they may need a TV remote controller to enter the control mode. This paper proposes a hand mouse system using a pre-defined gesture with high background adaptability. By doing so, a remote controller to enter the control mode of the IPTV system can be eliminated.

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HW/SW Co-design of a Visual Driver Drowsiness Detection System

  • Yu, Tian;Zhai, Yujia
    • Journal of Convergence Society for SMB
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    • v.4 no.1
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    • pp.31-39
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    • 2014
  • PID auto-tuning controller was designed via fuzzy logic. Typical values such as error and error derivative feedback were changed as heuristic expressions, and they determine PID gain through fuzzy logic and defuzzification process. Fuzzy procedure and PID controller design were considered separately, and they are combined and analyzed. Obtained auto-tuning PID controller by Fuzzy Logic showed the ability for less than 3rd order plant control. We also applied to reference tracking problem with the designed auto-tuning scheme.

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Tool Breakage Detection in Face Milling Using a Self Organized Neural Network (자기구성 신경회로망을 이용한 면삭밀링에서의 공구파단검출)

  • 고태조;조동우
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.18 no.8
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    • pp.1939-1951
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    • 1994
  • This study introduces a new tool breakage detecting technology comprised of an unsupervised neural network combined with adaptive time series autoregressive(AR) model where parameters are estimated recursively at each sampling instant using a parameter adaptation algorithm based on an RLS(Recursive Least Square). Experiment indicates that AR parameters are good features for tool breakage, therefore it can be detected by tracking the evolution of the AR parameters during milling process. an ART 2(Adaptive Resonance Theory 2) neural network is used for clustering of tool states using these parameters and the network is capable of self organizing without supervised learning. This system operates successfully under the wide range of cutting conditions without a priori knowledge of the process, with fast monitoring time.

Digital PLL Control for Phase-Synchronization of Grid-Connected PV System (계통 연계형 태양광 발전 시스템의 위상 동기화를 위한 디지털 PLL 제어)

  • 김용균;최종우;김흥근
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.53 no.9
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    • pp.562-568
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    • 2004
  • The frequency and phase angle of the utility voltage are important in many industrial systems. In the three-phase system, they can be easily known by using the utility voltage vector. However, in the case of single phase system, there are some difficulties in detecting the information of utility voltage. In conventional system, the zero-crossing detection method is widely used, but could not obtain the information of utility voltage instantaneously. In this paper, the new digital PLL control using virtual two phase detector is proposed with a detailed analysis of single-phase digital PLL control for utility connected systems. The experimental results under various utility conditions are presented and demonstrate an excellent phase tracking capability in the single-phase grid-connected operation.

Tangible AR interaction based on fingertip touch using small-sized non-square markers

  • Park, Hyungjun;Jung, Ho-Kyun;Park, Sang-Jin
    • Journal of Computational Design and Engineering
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    • v.1 no.4
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    • pp.289-297
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    • 2014
  • Although big-sized markers are good for accurate marker recognition and tracking, they are easily occluded by other objects and deteriorate natural visualization and level of immersion during user interaction in AR environments. In this paper, we propose an approach to exploiting the use of rectangular markers to support tangible AR interaction based on fingertip touch using small-sized markers. It basically adjusts the length, width, and interior area of rectangular markers to make them more suitably fit to longish objects like fingers. It also utilizes convex polygons to resolve the partial occlusion of a marker and properly enlarges the pattern area of a marker while adjusting its size without deteriorating the quality of marker detection. We obtained encouraging results from users that the approach can provide better natural visualization and higher level of immersion, and be accurate and tangible enough to support a pseudo feeling of touching virtual products with human hands or fingertips during design evaluation of digital handheld products.

The U.S. Navy Aegis Ballistic Missile Defense (미 해군의 이지스 탄도미사일 방어)

  • Park, Tae-yong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.359-362
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    • 2015
  • The United States is constructing Missile Defense System to defend from elevated ballistic missile threat of Russia, China and North Korea. U.S. MD system is consists of IAMD concept by MDA centralized, and U.S. Navy takes charge detection, tracking and intercepting on the sea. In this paper, it is reported that concept, current state and plan of U.S. Navy Aegis Ballistic Missile Defense.

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Sensorless control of PMSM in low speed range using high frequency voltage injection (전압주입 방식을 이용한 PMSM 센서리스 제어에 관한 연구)

  • Yoon Seok-chae;Kim Jang-mok
    • Proceedings of the KIPE Conference
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    • 2003.11a
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    • pp.119-122
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    • 2003
  • This paper describes the sensorless technique for the surface-mounted permanent-magent synchronous motor(SPMSM or PMSM) drive based on magnetic saliency. The control technique is a sensorless control algorithm that injects the high frequency voltage to the stator terminal in order to estimate the rotor position and speed. The rotor position and speed for sensorless vector control is achieved by appropriate signal processing to extract the position information from the stator current in the low speed range including zero speed. Proposed sensorless algorithm using the double-band hysteresis controller and initial rotor position detection exhibits excellent reference tracking and increased robustness. Experimental results are presented to verify the feasibility of the proposed control schemes.

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Detection and Tracking of Moving Objects by Wavelet Transform (웨이블릿 변환을 이용한 움직이는 물체 추적)

  • Kim, Jong-Bae;Lee, Chang-Woo;Kim, Hang-Joon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2001.04b
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    • pp.899-902
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    • 2001
  • 본 논문은 도로 상에서 움직이는 물체를 검출하고 웨이블릿 변환을 이용하여 검출된 물체를 추적하는 방법을 제안한다. 제안한 방법은 후보 영역 추출 단계와 물체 판별 단계 그리고 추적 단계로 이루어진다. 첫번째 단계에서는 연속된 두 프레임간의 차영상 분석 방법을 기반하여 움직이는 물체에 의해 발생한 영역과 그 이외의 다른 영역들을 검출한다. 두 번째 단계에서는 검출된 영역에 포함되어 있는 물체를 웨이블릿 변환 계수를 입력하는 신경망을 사용하여 판별한다. 그리고 판별된 물체의 위치 및 크기 정보와 웨이블릿 변환 계수를 이용하여 추적한다. 제안한 방법을 실험한 결과, 물체 추적률은 93%, 프레임당 처리 시간은 0.19ms 이다. 본 논문에서 제안한 방법은 실시간 교통 감시 시스템에 유용하게 적용될 수 있다.

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Vehicle Detection and Tracking by Frame Difference in Intersection Images (프레임간 차를 이용한 교차로 영상에서 차량검지 및 추적 기법)

  • 이대호;박영태
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.04b
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    • pp.511-513
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    • 2001
  • 지능형 교통 시스템(ITS)은 1) 도로의 상황 분석과 2) 위반 차량의 검지를 자동으로 수행하여 원활한 교통 제어를 제공하는 목적을 가지고 있다. 본 논문에서는 교차로에서 위반 차량을 검지하기 위하여 도로위의 차량 검지하고 차량의 진행 경로를 추적하는 기법으로 주간에는 배경 영상을 사용하지 않고 프레임간의 차를 이용하여 차량의 움직임 정보를 추출하고 야간에는 전조등을 검출하여 차량을 추적하는 기법으로 주간의 겨우 차량의 움직임만을 감지하므로 칼만 필터(Kalman Filter) 등에 의한 예측이 불가능하므로 현재 위치와 진행방향으로 움직임 정보를 추적하는 기법을 제안한다. 제안하는 기법은 주간 그림자의 영향과 야간의 난반사의 영향을 제거할 수 있고 입력 영상을 320x240으로 축소하여 초당 10프레임이상으로 처리하므로 정확한 차량의 움직임을 추적할 수 있다.

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