Acta Photonica Sinica, Volume. 52, Issue 4, 0410005(2023)

Single-frame Infrared Dim Target Detection Based on Guided Filter and Segmented Adaptive Thresholds

Dezhen YANG1,2, Jingying HUANG1, Songlin YU1、*, Jinjun FENG2, Jiangyong LI1, and Tong LIU1
Author Affiliations
  • 1North China Research Institute of Electro-optics, Beijing 100015, China
  • 2Beijing Vacuum Electronics Research Institute, Beijing 100015, China
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    References(18)

    [1] Zhuang MIAO, Yong ZHANG, Weihua LI. Real-time infrared target detection based on center points. Journal of Infrared and Millimeter Waves, 40, 858-864(2021).

    [2] Dezhen YANG, Songlin YU, Jinjun FENG et al. Low false alarm infrared target detection in airborne complex scenes. Optics and Precision Engineering, 30, 96-107(2022).

    [3] X BAI, F ZHOU. Analysis of new top-hat transformation and the application for infrared dim small target detection. Pattern Recognition, 43, 2145-2156(2010).

    [4] Yuyuan YANG, Weidong SUN. Adaptive detection of infrared small target based on target-background separation with ratio minimization of singular values, 144-149(2018).

    [5] R GONZALEZ, R WOODS. Digital image processing(2010).

    [6] J HAN, S MORADI, I FARAMARZI et al. A local contrast method for infrared small-target detection utilizing a tri-layer window. IEEE Geoscience and Remote Sensing Letters, 17, 1822-1826(2019).

    [7] Lu WANG, Mingna LIU, Jie YANG. Infrared dim small target detection based on contrast and gradient distribution. Aerospace Shanghai, 36, 89-93(2019).

    [8] J HAN, K LIANG, B ZHOU et al. Infrared small target detection utilizing the multiscale relative local contrast measure. IEEE Geoscience and Remote Sensing Letters, 15, 612-616(2018).

    [9] W LI, M ZHAO, X DENG et al. Infrared small target detection using local and nonlocal spatial information. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, 3677-3689(2019).

    [10] Mingyang MA, Dejiang WANG, He SUN et al. Infrared dim-small target detection based on robust principal component analysis and multi-point constant false alarm. Acta Optica Sinica, 39, 0810001(2019).

    [11] Kaiming HE, Jian SUN. Fast guided filter. arXiv preprint(2015).

    [12] N BODLA, B SINGH, R CHELLAPPA et al. Soft-NMS-improving object detection with one line of code, 5561-5569(2017).

    [13] Shenghui RONG, Gang LIU, Huixin ZHOU et al. Infrared dim and small target background suppression based on the improved shearlet transformand the guide filter. Acta Photonica Sinica, 44, 0210002(2015).

    [14] S KIM, Y YANG, J LEE. Horizontal small target detection with cooperative background estimation and removal filters, 1761-1764(2011).

    [15] Y GU, C WANG, B LIU et al. A kernel-based nonparametric regression method for clutter removal in infrared small-target detection applications. IEEE Geoscience & Remote Sensing Letters, 7, 469-473(2010).

    [16] Z LI, J CHEN, Q HOU et al. Sparse representation for infrared dim target detection via a discriminative over-complete dictionary learned online. Sensors, 14, 9451-9470(2014).

    [17] S KIM. Double layered-background removal filter for detecting small infrared targets in heterogenous backgrounds. Journal of Infrared, Millimeter and Terahertz Waves, 32, 79-101(2011).

    [18] Bingwei HUI, Zhiyong SONG, Hongqi FAN et al. A dataset for infrared detection and tracking of dim-small aircraft targets under ground / air background. China Scientific Data, 5, 286-297(2020).

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    Dezhen YANG, Jingying HUANG, Songlin YU, Jinjun FENG, Jiangyong LI, Tong LIU. Single-frame Infrared Dim Target Detection Based on Guided Filter and Segmented Adaptive Thresholds[J]. Acta Photonica Sinica, 2023, 52(4): 0410005

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    Paper Information

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    Received: Jun. 27, 2022

    Accepted: Oct. 18, 2022

    Published Online: Jun. 21, 2023

    The Author Email: YU Songlin (yusir8511@sina.com)

    DOI:10.3788/gzxb20235204.0410005

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