• Title/Summary/Keyword: Location tracking

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Multiple Object Tracking Using SIFT and Multi-Lateral Histogram (SIFT와 다중측면히스토그램을 이용한 다중물체추적)

  • Jun, Jung-Soo;Moon, Yong-Ho;Ha, Seok-Wun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.9 no.1
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    • pp.53-59
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    • 2014
  • In multiple object tracking, accurate detection for each of objects that appear sequentially and effective tracking in complicated cases that they are overlapped with each other are very important. In this paper, we propose a multiple object tracking system that has a concrete detection and tracking characteristics by using multi-lateral histogram and SIFT feature extraction algorithm. Especially, by limiting the matching area to object's inside and by utilizing the location informations in the keypoint matching process of SIFT algorithm, we advanced the tracking performance for multiple objects. Based on the experimental results, we found that the proposed tracking system has a robust tracking operation in the complicated environments that multiple objects are frequently overlapped in various of directions.

A study on UAV (Unmanned Aerial Vehicle) Real Time Location Tracking Control Using Mobile Communication Network (이동통신망을 이용한 UAV(Unmanned Aerial Vehicle) 실시간 위치 추적 관제 방안에 관한 연구)

  • Choi, Hyun-Taek;Ryu, Gab-Sang
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.10 no.6
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    • pp.535-544
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    • 2017
  • In this paper, to overcome the limitation of information transmission and reception according to the RF system of UAV, it is necessary to check the position of many UAVs in flight on the basis of mobile communication and to make the LTE modem lightweight and low power And UAVs that are in operation are received and controlled. Through this study, we proposed a method to control real-time location tracking by connecting high-resolution images to the network anytime and anywhere. For this purpose, we propose the requirements and requirements of LTE modem using real-time high-speed data communication technology (3G, 4G LTE, Bluetooth) by presenting the communication module system of LTE-based UAV. N:N control system concept and implementation technology(Control system structure, control data flow chart, flight planning and transmission, real-time location tracking).

Implementation of Multimedia Contents Stream Service Mobility by Location Tracking (위치 인식을 통한 멀티미디어 컨텐츠 스트림 서비스의 이동성 구현)

  • Kim, Ji-Young;Yong, Hwan-Seung
    • Journal of Digital Contents Society
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    • v.7 no.2
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    • pp.117-124
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    • 2006
  • In ubiquitous computing environment, a user can access their personalized services at anytime, anywhere, through any possible mobile or fixed terminals in a secure way. If the user wants to move to a different location, they need to stop the video play at the current location and makes a new request at the new location. As well, the user needs to manually search for the last frame to be seen at the previous location. In this paper, we proposed an implementation of multimedia contents streaming service mobility by user's location tracking. User can play video seamlessly while moving from one machine to another along the user's moving trail.

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Stereo Object Tracking System using Multiview Image Reconstruction Scheme (다시점 영상복원 기법을 이용한 스테레오 물체추적 시스템)

  • Ko, Jung-Hwan;Ohm, Woo-Young
    • 전자공학회논문지 IE
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    • v.43 no.2
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    • pp.54-62
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    • 2006
  • In this paper, a new stereo object tracking system using the disparity motion vector is proposed. In the proposed method, the time-sequential disparity motion vector can be estimated from the disparity vectors which are extracted from the sequence of the stereo input image pair and then using these disparity motion vectors, the area where the target object is located and its location coordinate are detected from the input stereo image. Basing on this location data of the target object, the pan/tilt embedded in the stereo camera system can be controlled and as a result, stereo tracking of the target object can be possible. From some experiments with the 2 frames of the stereo image pairs having $256\times256$ pixels, it is shown that the proposed stereo tracking system can adaptively track the target object with a low error ratio of about 3.05 % on average between the detected and actual location coordinates of the target object.

Stereo Object Tracking and Multiview image Reconstruction System Using Disparity Motion Vector (시차 움직임 벡터에 기반한 스데레오 물체추적 및 다시점 영상복원 시스템)

  • Ko Jung-Hwan;Kim Eun-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.2C
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    • pp.166-174
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    • 2006
  • In this paper, a new stereo object tracking system using the disparity motion vector is proposed. In the proposed method, the time-sequential disparity motion vector can be estimated from the disparity vectors which are extracted from the sequence of the stereo input image pair and then using these disparity motion vectors, the area where the target object is located and its location coordinate are detected from the input stereo image. Being based on this location data of the target object, the pan/tilt embedded in the stereo camera system can be controlled and as a result, stereo tracking of the target object can be possible. From some experiments with the 2 frames of the stereo image pairs having 256$\times$256 pixels, it is shown that the proposed stereo tracking system can adaptively track the target object with a low error ratio of about 3.05$\%$ on average between the detected and actual location coordinates of the target object.

Efficiency analysis of PV tracking system with PSA algorithm (PSA 알고리즘에 의한 태양광 추적시스템의 효율분석)

  • Back, Jung-Woo;Ko, Jae-Sub;Choi, Jung-Sik;Jang, Mi-Geum;Kang, Sung-Jun;Chung, Dong-Hwa
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2009.05a
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    • pp.412-415
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    • 2009
  • This paper analyzes efficiency of photovoltaic(PV) tracking system using position solar algorithm(PSA). 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 PSA algorithm 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 roves the validity of applied algorithm.

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Development and Embodiment of Automatic Location Tracing Service for Rescue Requester

  • Kim, Sun-Hyo;Kim, Jung-Hun;Kim, Hee-Sun;Yoon, Sung-wook
    • Journal of Multimedia Information System
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    • v.8 no.1
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    • pp.11-16
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    • 2021
  • This study developed a design to estimate the location of rescue demander using the sound system at disaster site, in the conditions of indoor positioning cannot be performed properly. It is a location tracing system through smart phone application. It generates sound wave information of rescuer at the rescue site, and it can be used as assistant means for indoor location tracing at the disaster site using sound wave receiving measurement technology.

Tracking of Multiple Vehicles Using Occlusion Segmentation Based on Spatio-Temporal Association

  • Lim, Jun-Sik;Kim, Soo-Hyung;Lee, Guee-Sang;Yang, Hyung-Jeong;Na, In-Seop
    • International Journal of Contents
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    • v.7 no.4
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    • pp.19-23
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    • 2011
  • This paper proposes a segmentation method for overlapped vehicles based on analysis of the vehicle location and the spatiotemporal association information. This method can be used in an intelligent transport system. In the proposed method, occlusion is detected by analyzing the association information based on a vehicle's location in continuous images, and occlusion segmentation is carried out by using the vehicle information prior to occlusion. In addition, the size variations of the vehicle to which association tracking is applied can be anticipated by learning the variations according to the overlapped vehicles' movements. To assess the performance of the suggested method, image data collected from CCTVs recording traffic information is used, and average success rate of occlusion segmentation is 96.9%.

3D Target Tracking System using Adaptive Disparity Motion Vector (ADMV를 이용한 3차원 표적 추적 시스템)

  • Ko, Jung-Hwan;Lee, Jung-Suk
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.1203-1204
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    • 2008
  • In this paper, a new stereo object tracking system using the disparity motion vector is proposed. In the proposed method, the time-sequential disparity motion vector can be estimated from the disparity vectors which are extracted from the sequence of the stereo input image pair and then using these disparity motion vectors, the area where the target object is located and its location coordinate are detected from the input stereo image. Basing on this location data of the target object, the pan/tilt embedded in the stereo camera system can be controlled and as a result, 3D tracking of the target object can be possible.

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A novel visual tracking system with adaptive incremental extreme learning machine

  • Wang, Zhihui;Yoon, Sook;Park, Dong Sun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.1
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    • pp.451-465
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    • 2017
  • This paper presents a novel discriminative visual tracking algorithm with an adaptive incremental extreme learning machine. The parameters for an adaptive incremental extreme learning machine are initialized at the first frame with a target that is manually assigned. At each frame, the training samples are collected and random Haar-like features are extracted. The proposed tracker updates the overall output weights for each frame, and the updated tracker is used to estimate the new location of the target in the next frame. The adaptive learning rate for the update of the overall output weights is estimated by using the confidence of the predicted target location at the current frame. Our experimental results indicate that the proposed tracker can manage various difficulties and can achieve better performance than other state-of-the-art trackers.