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
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
  • [11] The Gaussian mixture probability hypothesis density filter
    Vo, Ba-Ngu
    Ma, Wing-Kin
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (11) : 4091 - 4104
  • [12] Vo BN, 2009, FUSION: 2009 12TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, P890
  • [13] Bayesian filtering with random finite set observations
    Vo, Ba-Tuong
    Vo, Ba-Ngu
    Cantoni, Antonio
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (04) : 1313 - 1326
  • [14] Yang C., 2012, IEEE C IND EL APPL, P1982
  • [15] Target tracking in airborne forward looking infrared imagery
    Yilmaz, A
    Shafique, K
    Shah, M
    [J]. IMAGE AND VISION COMPUTING, 2003, 21 (07) : 623 - 635
  • [16] Sparse-representation-based automatic target detection in infrared imagery
    Zhao, Jufeng
    Chen, Jinwei
    Chen, Yueting
    Feng, Huajun
    Xu, Zhihai
    Li, Qi
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2013, 56 : 85 - 92