Implementation of a Real-Time Image Object Tracking System for PTZ Cameras

被引:0
|
作者
Lee, Sang-Gu [1 ]
Batkhishig, R. [1 ]
机构
[1] Hannam Univ, Dept Comp Engn, Taejon 306791, South Korea
关键词
Image object tracking; PTZ camera; Mean shift algorithm;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we implement a real-time surveillance monitoring and image object tracking system using PTZ (Pan-Tilt-Zoom) camera. For image object tracking, we use the mean shift tracking algorithm based on the color image distribution of detected object. Mean shift algorithm is efficient for real-time tracking because of its fast and stable performance. In this system. Mat Lab language is used for clustering moving object and accessing the PTZ protocol and RS-485 communication for controlling the position of PTZ cam-era in order to arrange the moving objects in the middle part of the monitor screen. This system can be applied to an effective and fast image surveillance system for continuous object tracking in a wider area.
引用
收藏
页码:121 / 128
页数:8
相关论文
共 50 条
  • [21] Real-Time Image Segmentation and Object Tracking for Autonomous Vehicles
    Priya, S.
    Kumar, Sanduru Sanath
    Lavanya, P.
    Sadik, Shaik
    Kumar, Ata. Kishore
    [J]. 2024 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND APPLIED INFORMATICS, ACCAI 2024, 2024,
  • [22] Image Coprocessor: A Real-time Approach Towards Object Tracking
    Shahzad, Muhammad
    Zahid, Saira
    [J]. ICDIP 2009: INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING, PROCEEDINGS, 2009, : 220 - 224
  • [23] A compact real-time image processor for moving object tracking
    Kinoshita, N
    [J]. REAL-TIME IMAGING, 1996, 2661 : 97 - 104
  • [24] A robust real-time object detection and tracking system
    Yue, Zhanfeng
    Narasimha, Pramod Lakshmi
    Topiwala, Pankaj
    [J]. ACQUISITION, TRACKING, POINTING, AND LASER SYSTEMS TECHNOLOGIES XXII, 2008, 6971
  • [25] A VLSI system implementation for real-time object detection
    Melton, RW
    Huang, TC
    Alford, CO
    Becker, L
    [J]. ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 4, 1996, : 320 - 323
  • [26] Security System and Surveillance using Real Time Object Tracking and Multiple Cameras
    Kachhava, Rajendra
    Srivastava, Vivek
    Jain, Rajkumar
    Chaturvedi, Ekta
    [J]. MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 4968 - 4973
  • [27] Real-Time Panoramic Tracking for Event Cameras
    Reinbacher, Christian
    Munda, Gottfried
    Pock, Thomas
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL PHOTOGRAPHY (ICCP 2017), 2017, : 106 - 114
  • [28] Heterogeneous fusion of omnidirectional and PTZ cameras for multiple object tracking
    Chen, Chung-Hao
    Yao, Yi
    Page, David
    Abidi, Bcsma
    Koschan, Andreas
    Abidi, Mongi
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2008, 18 (08) : 1052 - 1063
  • [29] Design and implementation of a real-time eye tracking system
    Peng, Yan
    Zhou, Tian
    Wang, Shao-Peng
    Cheng, Du
    [J]. Journal of China Universities of Posts and Telecommunications, 2013, 20 (SUPPL. 1): : 1 - 5
  • [30] Digital ruler: real-time object tracking and dimension measurement using stereo cameras
    Nash, James
    Atanassov, Kalin
    Goma, Sergio
    Ramachandra, Vikas
    Siddiqui, Hasib
    [J]. REAL-TIME IMAGE AND VIDEO PROCESSING 2013, 2013, 8656