Acta Optica Sinica, Volume. 41, Issue 21, 2104001(2021)

Small Target Detection of Infrared Linear Array Image Based on Complemented Gradient Enhancement

Chenfeng Lou1,2,3, Yong Zhang1,2、*, and Ya Liu1,2,3
Author Affiliations
  • 1Key Laboratory of Infrared Detection and Imaging Technology, Chinese Academy of Sciences, Shanghai 200083, China
  • 2Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China
  • 3University of Chinese Academy of Sciences, Beijing 100049, China
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    References(24)

    [1] de Sun X, Fang G Z. Infrared small targets detection based on MRF model[J]. Procedia Engineering, 29, 420-424(2012).

    [2] Liu F Y, Hu Y, Rao P et al. Modified point target detection algorithm based on Markov random field[J]. Journal of Infrared and Millimeter Waves, 37, 212-218(2018).

    [3] Gao C Q, Wang L, Xiao Y X et al. Infrared small-dim target detection based on Markov random field guided noise modeling[J]. Pattern Recognition, 76, 463-475(2018).

    [4] Chen C L P, Li H, Wei Y T et al. A local contrast method for small infrared target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 52, 574-581(2014).

    [5] Han J H, Ma Y, Zhou B et al. A robust infrared small target detection algorithm based on human visual system[J]. IEEE Geoscience and Remote Sensing Letters, 11, 2168-2172(2014).

    [6] Qin Y, Li B. Effective infrared small target detection utilizing a novel local contrast method[J]. IEEE Geoscience and Remote Sensing Letters, 13, 1890-1894(2016).

    [7] Liu J, He Z Q, Chen Z L et al. Tiny and dim infrared target detection based on weighted local contrast[J]. IEEE Geoscience and Remote Sensing Letters, 15, 1780-1784(2018).

    [8] Wei Y T, You X G, Li H. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognition, 58, 216-226(2016).

    [9] Han J H, Moradi S, Faramarzi I et al. Alocal contrast method for infrared small-target detection utilizing a tri-layer window[J]. IEEE Geoscience and Remote Sensing Letters, 17, 1822-1826(2020).

    [10] Han J H, Liu S B, Qin G et al. Alocal contrast method combined with adaptive background estimation for infrared small target detection[J]. IEEE Geoscience and Remote Sensing Letters, 16, 1442-1446(2019).

    [11] Bae T W, Zhang F, Kweon I S. Edge directional 2D LMS filter for infrared small target detection[J]. Infrared Physics & Technology, 55, 137-145(2012).

    [12] Bai X Z, Bi Y G. Derivative entropy-based contrast measure for infrared small-target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 56, 2452-2466(2018).

    [13] Li L, Li Z Z, Li Y S et al. Small infrared target detection based on local difference adaptive measure[J]. IEEE Geoscience and Remote Sensing Letters, 17, 1258-1262(2020).

    [14] Dai Y M, Wu Y Q, Song Y et al. Non-negative infrared patch-image model: robust target-background separation via partial sum minimization of singular values[J]. Infrared Physics & Technology, 81, 182-194(2017).

    [15] Gu Y, Liu J, Shen H H et al. Infrared dim-small target detection based on an improved multiscale fractal feature[J]. Optics and Precision Engineering, 28, 1375-1386(2020).

    [16] Zhang T F, Peng Z M, Wu H et al. Infrared small target detection via self-regularized weighted sparse model[J]. Neurocomputing, 420, 124-148(2021).

    [17] Han J H, Liu C Y, Liu Y C et al. Infrared small target detection utilizing the enhanced closest-mean background estimation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 645-662(2020).

    [18] Xie J R, Li F M, Wei H et al. Enhancement of single shot multibox detector for aerial infrared target detection[J]. Acta Optica Sinica, 39, 0615001(2019).

    [19] Liu F, Guo M, Wang X J. Small target detection based on cross-scale fusion convolution neural network[J]. Laser & Optoelectronics Progress, 58, 0610012(2021).

    [20] Wang W F, Jin J, Chen J M. Rapid detection algorithm for small objects based on receptive field block[J]. Laser & Optoelectronics Progress, 57, 021501(2020).

    [21] Han Z H, Liu J H, Xu F. Infrared dim target detection based on statistical characteristics and bridge method[J]. Laser & Optoelectronics Progress, 56, 060401(2019).

    [22] Wang E D, Jiang P, Li X P et al. Infrared stripe correction algorithm based on wavelet decomposition and total variation-guided filtering[J]. Journal of the European Optical Society-Rapid Publications, 16, 1-12(2019).

    [23] He K M, Sun J, Tang X O. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

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    Chenfeng Lou, Yong Zhang, Ya Liu. Small Target Detection of Infrared Linear Array Image Based on Complemented Gradient Enhancement[J]. Acta Optica Sinica, 2021, 41(21): 2104001

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    Paper Information

    Category: Detectors

    Received: Mar. 29, 2021

    Accepted: May. 18, 2021

    Published Online: Nov. 8, 2021

    The Author Email: Zhang Yong (zybxy@sina.com)

    DOI:10.3788/AOS202141.2104001

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