Clutter Suppression Method Based on Spatiotemporal Anisotropic Diffusion for Moving Point Target Detection in IR Image Sequence

被引:6
|
作者
Sun, Xiechang [1 ,2 ]
Zhang, Tianxu [1 ,2 ]
Yan, Luxin [1 ,2 ]
Li, Meng [3 ]
机构
[1] State Key Lab Multispectral Informat Proc Technol, Wuhan, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Peoples R China
[3] China Acad Space Technol CAST, Satellite Applicat Syst Dept, Beijing 100086, Peoples R China
基金
中国国家自然科学基金;
关键词
Point target detection; Three-dimensional spatiotemporal anisotropic diffusion; Partial differential equation; Clutter suppression; FILTERS;
D O I
10.1007/s10762-009-9479-5
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
This paper deals with the problem of moving point target detection against cluttered background in infrared image sequence. In this area, clutter suppression is a critical issue because of high false alarm rate caused by complicated clutter. Here the three-dimensional spatiotemporal anisotropic diffusion model, in which inter-frame diffusion takes place as well as intra-frame diffusion, is investigated and a moving point target detection method based on this model is presented with the hope of improvement of clutter suppression performance. The method is evaluated and the optimum values of its parameter on different conditions are found by comparative experiments. The image sequences used in the experiments are generated by using available real-world infrared images and simulated moving point targets. Experimental results show that the method performs well under cluttered situations and enhances the detectability of moving point targets.
引用
下载
收藏
页码:496 / 512
页数:17
相关论文
共 50 条
  • [31] Multiple Change Point Detection-based Target Detection in Clutter
    Chalise, Batu K.
    Douglas, Jahi
    Wagner, Kevin T.
    2023 IEEE RADAR CONFERENCE, RADARCONF23, 2023,
  • [32] Target detection method based on background clutter suppression via recursive ridge regression algorithm
    Hu, Mou-Fa
    Shen, Yan
    Chen, Zeng-Ping
    Guangdian Gongcheng/Opto-Electronic Engineering, 2007, 34 (02): : 11 - 14
  • [33] Nautical radar clutter suppression and small target detection based on image spectrum filtering and Hough transform
    Bao, Zhonghua
    Zhang, Chunlei
    Lu, Jianbin
    JOURNAL OF ENGINEERING-JOE, 2019, 2019 (21): : 8098 - 8102
  • [34] Recursive algorithm for the detection of small moving target in image sequence
    Shen, Yujian
    He, Xin
    Hao, Zhihang
    Guangdian Gongcheng/Opto-Electronic Engineering, 2000, 27 (02): : 9 - 13
  • [35] CLUTTER SUPPRESSION FOR SAR IMAGE BASED ON WAVEFORM DESIGN METHOD
    Zhu, Bingqi
    Lu, Manjun
    Du, Ke
    Yu, Xiangzhen
    Dong, Qianli
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 2294 - 2297
  • [36] CLUTTER SUPPRESSION AND MOVING TARGET RADIAL VELOCITY ESTIMATION METHOD FOR HRWS MULTICHANNEL SYSTEM BASED ON SUBSPACE PROJECTION
    Li, Boyu
    Sun, Guang-Cai
    Xing, Mengdao
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 2356 - 2359
  • [37] A method of weak target detection based on the sea clutter
    Xing Hong-Yan
    Zhu Qing-Qing
    Xu Wei
    ACTA PHYSICA SINICA, 2014, 63 (10)
  • [38] Detection of moving target based on Fractional Fourier Transform in SAR clutter
    Guo, H. Y.
    Guan, J.
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 2003 - +
  • [39] Research on dim point moving target detection in infrared image
    Yu, Jing-Song
    Wan, Jiu-Qing
    Gao, Xiu-Lin
    Binggong Xuebao/Acta Armamentarii, 2008, 29 (12): : 1518 - 1521
  • [40] A novel method of target detection based on the sea clutter
    Jiang Bin
    Wang Hong-Qiang
    Li Xiang
    Guo Gui-Rong
    ACTA PHYSICA SINICA, 2006, 55 (08) : 3985 - 3991