• Title/Summary/Keyword: location tracking

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Development of Low-Cost Vision-based Eye Tracking Algorithm for Information Augmented Interactive System

  • Park, Seo-Jeon;Kim, Byung-Gyu
    • Journal of Multimedia Information System
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    • v.7 no.1
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    • pp.11-16
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    • 2020
  • Deep Learning has become the most important technology in the field of artificial intelligence machine learning, with its high performance overwhelming existing methods in various applications. In this paper, an interactive window service based on object recognition technology is proposed. The main goal is to implement an object recognition technology using this deep learning technology to remove the existing eye tracking technology, which requires users to wear eye tracking devices themselves, and to implement an eye tracking technology that uses only usual cameras to track users' eye. We design an interactive system based on efficient eye detection and pupil tracking method that can verify the user's eye movement. To estimate the view-direction of user's eye, we initialize to make the reference (origin) coordinate. Then the view direction is estimated from the extracted eye pupils from the origin coordinate. Also, we propose a blink detection technique based on the eye apply ratio (EAR). With the extracted view direction and eye action, we provide some augmented information of interest without the existing complex and expensive eye-tracking systems with various service topics and situations. For verification, the user guiding service is implemented as a proto-type model with the school map to inform the location information of the desired location or building.

Development of Tracking Algorithm to Improve Accuracy of Altitude and Azimuth (태양 고도각 및 방위각 제어의 정확도 향상을 위한 추적 알고리즘 개발)

  • Back, Jung-Woo;Ko, Jae-Sub;Choi, Jung-Sik;Jang, Mi-Geum;Kang, Sung-Jun;Chung, Dong-Hwa
    • Proceedings of the KIEE Conference
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    • 2009.04b
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    • pp.219-221
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    • 2009
  • This paper analyzes efficiency of photovoltaic(PV) tracking system using solar location algorithm(SLA). Solar location tracking system is needed for efficiently and intensively using PV system independent of environmental condition. PV tracking system of program method is presented a high tracking accuracy without the wrong operating in rapidly changed insolation by the clouds and atmospheric condition. Therefore, this paper analyzes efficiency of PV system using SLA for more correct position tracking of solar. Also, controlled altitude angle and azimuth angle by applied algorithm is compared with data of korea astronomy observatory. And this paper analyzes the tracking error and proves the validity of applied algorithm.

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A Study of Location Management System using SIP in Medical Environment (의료환경에서 SIP를 이용한 위치관리시스템에 관한 연구)

  • Kim, Kkyong-Mok;Park, Yong-Min
    • Proceedings of the Korea Contents Association Conference
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    • 2006.11a
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    • pp.430-433
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    • 2006
  • A RFID technology that process information of tag attaching in physical object by a point technology that enable this Ubiquitous computing through radio frequency is noted. One of our most important, location tracking for object in RFID system. With this in mind, proposed EPCglobal network gives the location tracking and location services. but, RFID system has the drawbacks. That is special construction and components be positively necessary for RFID system. The service difficult to integrate other service and it increases costs considerably. This thesis gives location service using RFID based on SIP in hospital.

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Location Trigger Model for Intelligent Location Tracking (지능적 위치 추적을 위한 위치 트리거 모델)

  • Kim, Young-Ja;Nam, Kwang-Woo;Lee, Yon-Sik
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.01a
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    • pp.241-243
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    • 2017
  • 이동 단말기에서 실시간 데이터 제공을 위하여 대부분의 객체 위치 추적 시스템은 GPS 기반의 추적 기법을 사용하고 있으나, 본 논문에서는 위치 트리거 모델을 제안하여 객체의 이동 위치에 따른 시점과 위치 특성과 같은 지능적 정보를 통한 효율적 저비용의 위치 추적 기법을 제시한다. 본 논문에서 제안하는 위치 트리거 모델은 객체 정보의 흐름에 대한 실시간 모니터링과 예외상황 발생 시 지능화된 경고/조치, 최적화된 이동 경로 수립 및 계획의 동적/지능적 재조정을 위한 객체추적 및 이동의 최적화를 목표로 하는 시스템을 구성하기 위해 사용될 수 있다.

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Route Tracking of Moving Magnetic Sensor Objects and Data Processing Module in a Wireless Sensor Network (무선 센서 네트워크에서의 자기센서기반 이동경로 추적과 데이터 처리 모듈)

  • Kim, Hong-Kyu;Moon, Seung-Jin
    • The KIPS Transactions:PartC
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    • v.14C no.1 s.111
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    • pp.105-114
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    • 2007
  • In sensor network processing environments, current location tracking methods have problems in accuracy on receiving the transmitted data and pinpointing the exact locations depending on the applied methods, and also have limitations on decision making and monitoring the situations because of the lack of considering context-awareness. In order to overcome such limitations, we proposed a method which utilized context-awareness in a data processing module which tracks a location of the magnetic object(Magnetic Line Tracer) and controlled introspection data based on magnetic sensor. Also, in order to prove its effectiveness we have built a wireless sensor network test-bed and conducted various location tracking experiments of line tracer using the data and resulted in processing of context-aware data. Using the new data, we have analyzed the effectiveness of the proposed method for locating the information database entries and for controlling the route of line tracer depending on context-awareness.

A study on the eye Location for Video-Conferencing Interface (화상 회의 인터페이스를 위한 눈 위치 검출에 관한 연구)

  • Jung, Jo-Nam;Gang, Jang-Mook;Bang, Kee-Chun
    • Journal of Digital Contents Society
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    • v.7 no.1
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    • pp.67-74
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    • 2006
  • In current video-conferencing systems. user's face movements are restricted by fixed camera, therefore it is inconvenient to users. To solve this problem, tracking of face movements is needed. Tracking using whole face needs much computing time and whole face is difficult to define as an one feature. Thus, using several feature points in face is more desirable to track face movements efficiently. This paper addresses an effective eye location algorithm which is essential process of automatic human face tracking system for natural video-conferencing. The location of eye is very important information for face tracking, as eye has most clear and simplest attribute in face. The proposed algorithm is applied to candidate face regions from the face region extraction. It is not sensitive to lighting conditions and has no restriction on face size and face with glasses. The proposed algorithm shows very encouraging results from experiments on video-conferencing environments.

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Design and Implementation of IEEE 802.11 Wireless LAN-based Identification and Location Tracking Techniques for Vehicle Information Terminals (IEEE 802.11 무선랜 기술 기반 차량용 정보 단말을 위한 식별과 위치 추적 기능의 설계와 구현)

  • Oh, Doo-Hwan;Yoon, Mi-Kyung;Han, Seung-Ho;Kim, Jong-Deok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.2B
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    • pp.107-118
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    • 2009
  • In this paper, we present design and implementation for identification and location tracking techniques for vehicle information terminals in high-speed mobile environment using IEEE 802.11 wireless LAN technology. RSU be installed at a specific point. RSU recognizes it and then aware identification and location tracking for target vehicle when target vehicle that is equipped with information terminals pass near point. Issue of quick recognition using IEEE 802.11 access management frame, issue of weak wireless LAN security and tracking a range of restrictions be raised and we present solutions. Vehicle information terminal, RSU and a server-side GUI-based management program be implemented based on proposed solution. Implementation system be performed experiment at actual road environment and effectiveness be verified.

A Study of Correcting Technology based POI for Pedestrian Location-information Detecting in Traffic Connective Transferring System (교통 연계 환승 시스템의 보행자 위치정보 수집을 위한 POI 기반 위치 보정 기술 연구)

  • Jung, Jong-In;Lee, Sang-Sun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.10 no.2
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    • pp.84-93
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    • 2011
  • In order to provide the real time and proper information to the pedestrian who is using the transport connection and transfer center through data collecting and processing process, the design of the test-bed (Gimpo airport)'s communication construction and the technology of the pedestrian location tracking has been researched. The design of the communication construction should make sure that it can provide believable data to the user of the transfer center. At the same time, the location tracking should also be considered, so that the require of the communication efficiency and the location tracking efficiency can be met together. In order to make the efficient location tracking technology, the problems related to the commercial technology based real time location identification will be resolved and the new approach method was proposed and be applied and analysed to the test-bed. The wireless access points can be located in the most real-world situation which has added the characteristics of the real building to the electronic map, and through the analysis of theirs location, they can be set as the mainly necessary points for the communication construction design and the location tracking and the method to locate that points has been proposed. How to set, how to apply it to the test-bed and the examination result will be introduced in this paper.

Three-Dimensional Location Tracking System for Automatic Landing of an Unmanned Helicopter (무인 헬기 자동 착륙을 위한 3차원 위치 추적 시스템)

  • Choo, Young-Yeol;Kang, Seong-Ho
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.6
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    • pp.608-614
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    • 2008
  • This paper describes a location tracking system to guide landing process of an Unmanned Helicopter(UMH) exploiting MIT Cricket nodes. For automatic landing of a UMH, a precise positioning system is indispensable. However, GPS(Global Positioning System) is inadequate for tracking the three dimensional position of a UMH because of large positioning errors. The Cricket systems use Time-Difference-of-Arrival(TDoA) method with ultrasonic and RF(Radio Frequency) signals to measure distances. They operate in passive mode in that a listener attached to a moving device receives distance signals from several beacons located at fixed points on ground. Inevitably, this passive type of implementation causes large disturbances in measuring distances between beacons and the listener due to wind blow from propeller and turbulence of UMH body. To cope with this problem, we proposed active type of implementation for positioning a UMH. In this implementation, a beacon is set up at UMH body and four listeners are located at ground area at least where the UMH will land. A pair of Ultrasonic and RF signals from the beacon arrives at several listeners to calculate the position of the UMH. The distance signals among listeners are synchronized with a counter value appended to each distance signals from the beacon.

Moving Target Tracking and Recognition for Location Based Surveillance Service (위치기반 감시 서비스를 위한 이동 객체 추적 및 인식)

  • Kim, Hyun;Park, Chan-Ho;Woo, Jong-Woo;Doo, Seok-Bae
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.1211-1212
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    • 2008
  • In this paper, we propose image process modeling as a part of location based surveillance system for unauthorized target recognition and tracking in harbor, airport, military zone. For this, we compress and store background image in lower resolution and perform object extraction and motion tracking by using sobel edge detection and difference picture method between real images and a background image. In addition to, we use Independent Component Analysis Neural Network for moving target recognition. Experiments are performed for object extraction and tracking of moving targets on road by using static camera in 20m height building and it shows the robust results.

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