Infrared small target tracking based on target and interference behaviors model

被引：6
作者：
Bai, Kun [1 ]
Wang, Yuehuan [1 ,2 ]
Yan, Yi [1 ]
Song, Qiong [2 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Automat, Wuhan 430074, Peoples R China
[2] Natl Key Lab Sci & Technol Multispectral Informat, Wuhan, Peoples R China
来源：
INFRARED PHYSICS & TECHNOLOGY | 2014年 / 67卷
基金：
中国国家自然科学基金;
关键词：
Small target tracking; Interference occurrence decision; Target and interference behaviors model; GMPHD filter; Random finite sets; IMAGERY;
D O I：
10.1016/j.infrared.2014.07.026
中图分类号：
TH7 [仪器、仪表];
学科分类号：
0804 ; 080401 ; 081102 ;
摘要：
A new infrared small target tracking method is proposed to track small target with existence of interference. First, interference occurrence decision algorithm is presented to decide whether the tracking method is interfered by multi-targets or infrared decoys. Second, target and interference behaviors are modeled using random finite sets (RFS). Then behaviors model based target and interference tracking method is formulated using maximum a posteriori probability which is propagated through Gaussian mixture probability hypothesis density filter (GMPHD filter). Experimental results show that the proposed tracking method can track small target and interference accurately and efficiently. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码：256 / 265
页数：10
相关论文
共 16 条
  • [1] Automatic target tracking in FLIR image sequences using intensity variation function and template Modeling
    Bal, A
    Alam, MS
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2005, 54 (05) : 1846 - 1852
  • [2] Bea T.-W., 2011, INFRARED PHYS TECHN, V54, P403
  • [3] Decision fusion algorithm for target tracking in infrared imagery
    Dawoud, A
    Alam, MS
    Bal, A
    Loo, C
    [J]. OPTICAL ENGINEERING, 2005, 44 (02) : 1 - 8
  • [4] Target tracking in infrared imagery using weighted composite reference function-based decision fusion
    Dawoud, A
    Alam, MS
    Bal, A
    Loo, C
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (02) : 404 - 410
  • [5] Guanhua Su, 2011, Proceedings of the Sixth International Conference on Image and Graphics (ICIG 2011), P636, DOI 10.1109/ICIG.2011.143
  • [6] Guowang Gao, 2011, 2011 International Conference on Electronics and Optoelectronics (ICEOE 2011), P430, DOI 10.1109/ICEOE.2011.6013275
  • [7] Track infrared point targets based on projection coefficient templates and non-linear correlation combined with Kalman prediction
    Liu, Ruiming
    Li, Xuelong
    Han, Lei
    Meng, Jiao
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2013, 57 : 68 - 75
  • [8] Multitarget Bayes filtering via first-order multitarget moments
    Mahler, RPS
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2003, 39 (04) : 1152 - 1178
  • [9] Sun X., 2009, P SPIE MIPPR, V7495, P1
  • [10] Tan Liu, 2010, Proceedings of the 2010 3rd International Congress on Image and Signal Processing (CISP 2010), P968, DOI 10.1109/CISP.2010.5646926
12