Infrared and Laser Engineering, Volume. 50, Issue 4, 20200377(2021)

Detection of dim and small infrared targets based on the most appropriate contrast saliency analysis

Guoqing Jiang1 and Lanjun Wan2
Author Affiliations
  • 1School of Software, Changsha Social Work College, Changsha 410004, China
  • 2School of Computer Science, Hunan University of Technology, Zhuzhou 412007, China
  • show less
    References(18)

    [1] Wang Hou, Fenghua Mei. Small target detection method based on maximum likelihood estimation. Optics & Optoelectronic Technology, 17, 42-50(2019).

    [2] Lei Zhong, Yong Li, Zhiying Mou, et al. Detection method for weak target under unknown strong clutter based on DP-TBD. Systems Engineering and Electronics, 41, 43-49(2019).

    [3] Jianxun Deng, Zhongyang Xiong, Xin Deng. Dim target detection in air based on information fusion. Electronics Optics & Control, 25, 5-10(2018).

    [4] Jingyu Wang, Xianyu Wang, Ke Zhang, et al. Small UAV target detection model based on deep neural network. Journal of Northwestern Polytechnical University, 36, 258-263(2018).

    [5] Zhi Wang, Ping Chen, Jinxiao Pan. Object detection based on deep learning in complex background. Journal of Chongqing University of Technology(Natural Science), 32, 171-176(2018).

    [6] Wen Tian, Suruo Li. Infrared dim target detection algorithm based on frequency-space domain mapping and multi-scale top-hat transform. Optical Technology, 44, 325-332(2018).

    [7] Xiaokong Miao, Chunping Wang. Single frame infrared (IR) dim small target detection based on improved sobel operator. Opto-Electronic Engineering, 43, 119-125(2016).

    [8] Xiaogang Shi, Xiaodong Bai, Lijuan Li, et al. A dual-band infrared dim target detection algorithm based on wavelet analysis. Infrared Technology, 38, 688-692(2016).

    [9] Qiang Song. Radar weak multiple-target detection and tracking method under clutter interference. Journal of CAEIT, 13, 601-605(2018).

    [10] Dong Zhao, Huixin Zhou, Hanlin Qin, et al. Infrared dim-small target tracking based on guided image filtering and Kernelized correlation filtering. Acta Optica Sinica, 38, 204001(2018).

    [11] Ting Sun, Guohua Geng, Enming Zheng, tc e. The weak target detection method based on the subspace bearing stability. Journal of Shanghai Jiaotong University, 52, 480-487(2018).

    [12] Xiaofei Shuai, Yujun Zhu, Xu Zhan. Weak target accumulation detection based on keystone transform and implementation methods in engineering. Fire Control Radar Technology, 47, 26-30(2018).

    [13] Yuanbin Wang, Yang Yin. Research on the insulation equipment fault detection based on infrared weak target extraction. Infrared Technology, 40, 193-199(2018).

    [14] Pengfei Li, Yonghong Ai, Junfeng Jing, et al. Clothing pieces stripes alignment method based on image matching. Journal of Electronic Measurement and Instrumentation, 30, 1982-1991(2016).

    [15] Nan Di, Guiju Li, Chunning Chen, et al. Image matching technology research based on normalized DOG features. Journal of Electronic Measurement and Instrument, 28, 585-590(2014).

    [16] Jianguo Jiang, Hongxin An, Meibin Qi, et al. Ihpid target detection algorithm in complex scene. Journal of Electronic Measurement and Instrument, 26, 261-266(2012).

    [17] Yujie He, Min Li, Jinli Zhang, et al. Infrared small target detection method based on correlation filter. Acta Optica Sinica, 36, 0512001(2016).

    [18] Gang Wang, Yongguang Chen, Suochang Yang, et al. Detection of infrared dim small target based on image patch contrast. Optics and Precision Engineering, 23, 1424-1433(2015).

    CLP Journals

    [1] Shuai Yuan, Xiang Yan, Yugeng Zhang, Hanlin Qin. High-dynamic infrared small target detection based on double-neighborhood difference amplification method(Invited)[J]. Infrared and Laser Engineering, 2022, 51(4): 20220171

    [2] Xiangjun Wang, Mingyang Li, Lin Wang, Feng Liu, Wei Wang. Salient object detection method based on multi-scale feature-fusion guided by edge information[J]. Infrared and Laser Engineering, 2023, 52(1): 20220344

    [3] Yaping Wang, [in Chinese], Baohua Zhang. Infrared small target detection based on dehazing enhancement and tensor recovery[J]. Infrared and Laser Engineering, 2022, 51(4): 20210417

    [4] Guogang Wang, Zhaojin Sun, Yunpeng Liu. J-MSF:A new infrared dim and small target detection algorithm based on multi-channel and multiscale[J]. Infrared and Laser Engineering, 2022, 51(5): 20210459

    Tools

    Get Citation

    Copy Citation Text

    Guoqing Jiang, Lanjun Wan. Detection of dim and small infrared targets based on the most appropriate contrast saliency analysis[J]. Infrared and Laser Engineering, 2021, 50(4): 20200377

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image processing

    Received: Sep. 24, 2020

    Accepted: --

    Published Online: Jul. 30, 2021

    The Author Email:

    DOI:10.3788/IRLA20200377

    Topics