Laser Technology, Volume. 44, Issue 4, 520(2020)

Detection algorithm based on multi-scale spotted target modeling

CHEN Qinxia, WU Wencheng, and ASKAR Hamdulla*
Author Affiliations
  • [in Chinese]
  • show less
    References(20)

    [1] [1] SUN Y J, LEI W H, HU Y H, et al. Rapid detection of remote sensing image ship based on visual saliency model[J].Laser Technology,2018,42(3):379-384 (in Chinese).

    [2] [2] FENG Y. Infrared dim target detection based on improved singular value decomposition[J]. Laser Technology, 2016, 40(3): 335-338 (in Chinese).

    [3] [3] WEI Y T, YOU X G, LI H. Multiscale patch-based contrast measure for small infrared target detection[J].Pattern Recognition, 2016, 58: 216-226.

    [4] [4] HE Y J, LI M, ZHANG J L, et al. Small infrared target detection based on low-rank and sparse representation[J].Infrared Physics & Technology,2015,68: 98-109.

    [5] [5] LEI B, WANG B, SUN G B, et al. A fast detection method for small weak infrared target in complex background[J]. Proceedings of the SPIE,2016,10030: 100301V.

    [6] [6] GAO J L, W Ch L, LIU M Q. Robust small target Co-detection from airborne infrared image sequences[J]. Sensors,2017, 17(10): 2242.

    [7] [7] 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,2012,45(1):393-406.

    [8] [8] LI Y, LIANG Sh, BAI B D, et al. Detecting and tracking dim small targets in infrared image sequences under complex backgrounds[J].Multimedia Tools and Applications,2014,71(3):1179-1199.

    [9] [9] WANG J H, YI W, THIA K, et al. An efficient eecursive multi-frame track-before-detect algorithm[J].IEEE Transactions on Aerospace & Electronic Systems,2018,54(1):190-204.

    [10] [10] GAO J, DU J S, WANG W. Radar detection of fluctuating targets under heavy-tailed clutter using track-before-detect[J]. Sensors,2018, 18(7):2241.

    [11] [11] BAI X Z, BI Y G. Derivative entropy-based contrast measure for infrared small-target detection[J].IEEE Transactions on Geoscience and Remote Sensing,2018, 56(4):2452-2466.

    [12] [12] BODHIBRATA M, SESHAN S, SUBRAT K. Modeling the analog response of passive infrared sensor[J].Sensors & Actuators,2018,279: 65-74.

    [13] [13] WANG H X, PENG J G, ZHENG X, et al.A robust visual system for small target motion detection against cluttered moving backgrounds [J].IEEE Transactions on Neural Networks and Learning Systems,2019,1109:1-15.

    [14] [14] GAO C Q, MENG D, YANG Y, et al. Infrared patch-image model for small target detection in a single image[J]. IEEE Transactions on Image Processing, 2013, 22(12): 4996-5009.

    [15] [15] GUO J, WU Y, DAI Y M. Small target detection based on reweighted infrared patch-image model[J]. IET Image Processing,2018,12(1):70-79.

    [16] [16] CHANG X Y, ZHONG Y, WANG Y, et al. Unified low-rank matrix estimate via penalized matrix least squares approximation[J].IEEE Transactions on Neural Networks and Learning Systems,2018,30(2): 474-485.

    [17] [17] CAO X Y, ZHAO Q, MENG D Y, et al. Robust low-rank matrix factorization under general mixture noise distributions[J]. IEEE Transactions on Image Processing,2016,25(10):4677-4690.

    [18] [18] DU L, LI L, MA Y, et al. A noise-robust radar target classification method based on complex probabilistic principal component analysis[C]//2014 URSI General Assembly and Scientific Symposium.New York,USA:IEEE,2014:35-47.

    [19] [19] GAO Ch Q, WANG L, XIAO Y X, et al. Infrared small-dim target detection based on Markov random field guided noise modeling[J].Pattern Recognition,2018,76: 463-475.

    [20] [20] WEI Y T, YOU X G, LI H. Multiscale patch-based contrast measure for small infrared target detection[J].Pattern Recognition,2016,58: 216-226.

    CLP Journals

    [1] WANG Yunjie, WANG Yanlin, XIA Runqiu, LIU Yang. High precision azimuth extraction of target in large field of view infrared warning system[J]. Laser Technology, 2023, 47(2): 200

    Tools

    Get Citation

    Copy Citation Text

    CHEN Qinxia, WU Wencheng, ASKAR Hamdulla. Detection algorithm based on multi-scale spotted target modeling[J]. Laser Technology, 2020, 44(4): 520

    Download Citation

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

    Category:

    Received: Jul. 30, 2019

    Accepted: --

    Published Online: Jul. 16, 2020

    The Author Email: ASKAR Hamdulla (askar@xju.edu.cn)

    DOI:10.7510/jgjs.issn.1001-3806.2020.04.021

    Topics