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
来源：
CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY | 2011年 / 206卷
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
  • [1] Real-time video tracking using PTZ cameras
    Kang, S
    Paik, J
    Koschan, A
    Abidi, B
    Abidi, MA
    [J]. SIXTH INTERNATIONAL CONFERENCE ON QUALITY CONTROL BY ARTIFICIAL VISION, 2003, 5132 : 103 - 111
  • [2] Collaborative Real-Time Scheduling of Multiple PTZ Cameras for Multiple Object Tracking in Video Surveillance
    Liu, Yu-Che
    Huang, Chung-Lin
    [J]. VIDEO SURVEILLANCE AND TRANSPORTATION IMAGING APPLICATIONS, 2013, 8663
  • [3] Study on a Real-time Image Object Tracking System
    Wang, Qiang
    Gao, Zhanhong
    [J]. ISCSCT 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 788 - 791
  • [4] Real-time target classification and tracking by using outdoor PTZ cameras at the edge
    Kavakli, Enes
    Cigla, Cevahir
    Alim, Fikret
    [J]. COUNTERTERRORISM, CRIME FIGHTING, FORENSICS, AND SURVEILLANCE TECHNOLOGIES VI, 2022, 12275
  • [5] Visual object tracking system employing fixed and PTZ cameras
    Szwoch, Grzegorz
    Dalka, Piotr
    Ciarkowski, Andrzej
    Szczuko, Piotr
    Czyzewski, Andrzej
    [J]. INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2011, 5 (02): : 177 - 188
  • [6] Cooperative object tracking with multiple PTZ cameras
    Everts, I.
    Sebe, N.
    Jones, G. A.
    [J]. 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2007, : 323 - +
  • [7] Optical Flow Background Subtraction for Real-Time PTZ Camera Object Tracking
    Doyle, Daniel D.
    Jennings, Alan L.
    Black, Jonathan T.
    [J]. 2013 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2013, : 866 - 871
  • [8] REAL-TIME OBJECT TRACKING ALGORITHM WITH CAMERAS MOUNTED ON MOVING PLATFORMS
    Jiang, Ming-Xin
    Shao, Zhi-Jing
    Wang, Hong-Yu
    [J]. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2012, 12 (03)
  • [9] Implementation of a real-time moving object tracking system using visual servoing
    Tsai, MC
    Chen, KY
    Cheng, MY
    Lin, KC
    [J]. ROBOTICA, 2003, 21 : 615 - 625
  • [10] A Consistent, Real-Time Image Segmentation for Object Tracking
    Le, Xuesong
    Gonzalez, Ruben
    [J]. 2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2016, : 172 - 178
12345