Infrared Small Target Tracking Approach Using Mean-shift

被引：0
|
作者：
He Rongguo [1 ]
Fan Guihua [1 ]
Wang Jiping [1 ]
Zhang Tinghua [1 ]
机构：
[1] Acad Equipment Command & Technol, Dept Photoelect Equipment, Beijing 101416, Peoples R China
来源：
ISTM/2009: 8TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6 | 2009年
关键词：
mean shift; infrared small target; target tracking; kalman filter;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
When the infrared small target has obvious mobile process and appearance changes, classic mean shift algorithm can not trace the object effectively, an algorithm that combines mean shift and kalman is proposed in this paper Experimental results demonstrate that the improved algorithm can track the object successfully and have better robust for mobile process and appearance changes through predicting the site and size of the moving target in the next frame.
引用
收藏
页码：2306 / 2308
页数：3
相关论文
共 50 条
  • [1] Robust infrared target tracking using thermal information in Mean-Shift
    Yun, Sungmin
    Kim, Sungho
    PATTERN RECOGNITION AND TRACKING XXX, 2019, 10995
  • [2] Tracking of infrared small-target based on improved Mean-Shift algorithm
    Yang, Yifan, 1600, Chinese Society of Astronautics (43):
  • [3] Target Tracking Using Mean-Shift And Affine Structure
    Zhao, Chuan
    Knight, Andrew
    Reid, Ian
    19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 2543 - 2547
  • [4] Efficient Target Recovery Using STAGE for Mean-shift Tracking
    Tung, Frederick
    Zelek, John S.
    Clausi, David
    2009 CANADIAN CONFERENCE ON COMPUTER AND ROBOT VISION, 2009, : 16 - 22
  • [5] The Improvement of Mean-Shift Algorithm in Target Tracking
    Jia, Danping
    Zhang, Lifeng
    Li, Chunhua
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (02): : 21 - 28
  • [6] The Improved Adaptive Mean-Shift Algorithm of Single Target Tracking for Infrared Images
    Han, Jing
    Wang, Qin
    Zhang, Yi
    Bai, Lian-Fa
    Yue, Jiang
    TENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2018), 2018, 10806
  • [7] Tracking of Infrared Radiation Dim Target Based on Mean-Shift and Particle Filter
    Chang Le
    Liu Zhenghua
    Wu Sentang
    2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 671 - 675
  • [8] Target Tracking Using a Mean-Shift Occlusion Aware Particle Filter
    Bhat, Pranab Gajanan
    Subudhi, Badri Narayan
    Veerakumar, T.
    Di Caterina, Gaetano
    Soraghan, John J.
    IEEE SENSORS JOURNAL, 2021, 21 (08) : 10112 - 10121
  • [9] Mean-Shift Algorithm Apply for Infrared Imaging Tracking
    Zhang Shuang
    Qin Yu-ping
    AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS, 2012, 1 : 52 - 57
  • [10] Target Tracking Based on Mean-shift and Kalman Filter
    Jiang, Songtao
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND ENGINEERING INNOVATION, 2015, 12 : 1308 - 1312
12345