Infrared and Laser Engineering, Volume. 51, Issue 4, 20210417(2022)

Infrared small target detection based on dehazing enhancement and tensor recovery

Yaping Wang1, [in Chinese]1, and Baohua Zhang1,2、*
Author Affiliations
  • 1College of Information Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China
  • 2Inner Mongolia Key Laboratory of Pattern Recognition and Intelligent Image Processing, Inner Mongolia University of Science and Technology, Baotou 014010, China
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    References(11)

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

    [2] Zhou Fei, Wu Yiquan, Dai Yimian, et al. Robust infrared small target detection via jointly sparse constraint of l1/2-metric and dual-graph regularization[J]. Remote Sensing, 12, 1963(2020).

    [3] Du Peng, Hamaulla Askar. Infrared moving small-target detection using spatial–temporal local difference measure[J]. IEEE Geoscience and Remote Sensing Letters, 1817-1821(2020).

    [4] Li Na, Deng Jiaxian, Cui Yani, et al. Infrared image clarifying and FPGA implementation based on dark channel prior[J]. Infrared and Laser Engineering, 50, 20200252(2020).

    [5] Gao Chenqiang, Meng Deyu, Yang Yi, et al. Infrared patch-image model for small target detection in a single image[J]. IEEE Transactions on Image Processing, 22, 4996-5009(2013).

    [6] Dai Yimian, Wu Yiquan. Reweighted infrared patch-tensor model with both nonlocal and local priors for single-frame small target detection[J]. IEEE J Sel Top Appl Earth Obs Remote Sens, 10, 3752-3767(2017).

    [7] Zhang Landan, Peng Zhenming. Infrared small target detection based on partial sum of the tensor nuclear norm[J]. Remote Sensing, 11, 382(2019).

    [8] Hou Jingyao, Zhang Feng, Qiu Haiquan, et al. Robust low-tubal-rank tensor recovery from binary measurements[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 7, 3302-3306(2021).

    [9] Kathryn Lund. The tensor t-function: A definition for functions of third-order tensors[J]. Numerical Linear Algebra with Applications, 17, 1817-1821(2019).

    [10] Kim S, Lee J. Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track[J]. Pattern Recognition, 45, 393-406(2012).

    [11] Wei Yantao, You Xinge, Li Hong. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognition, 58, 216-226(2016).

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    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

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    Paper Information

    Category: Image processing

    Received: Jun. 18, 2021

    Accepted: Jan. 10, 2022

    Published Online: May. 18, 2022

    The Author Email:

    DOI:10.3788/IRLA20210417

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