Infrared and Laser Engineering, Volume. 51, Issue 6, 20210532(2022)

Image background clutter modeling method based on directional selectivity mechanism

Xikui Miao, Yanxiu Zhang, Hengwei Zhang, Xiaohu Liu, and Qianjin Zou
Author Affiliations
  • Key Laboratory of Electro-Optical Countermeasures Test & Evaluation Technology, Luoyang 471003, China
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    References(27)

    [1] [1] Zhang Jianqi, He Guojing, Liu Delian, et al. Infrared Laser Engineering, 2008, 37(4): 565568. (in Chinese)

    [2] [2] Zhang Jianqi, Wang Xiaui. Optoelectronic Imaging System Modeling Perfmance Evaluation They [M]. Xi''an: Xidian University Press, 2010: 305350. (in Chinese)

    [3] Schmieder D E, Weathersby M R. Detection performance in clutter with variable resolution[J]. IEEE Transactions on Aerospace and Electronic Systems, 19, 622-630(1983).

    [4] Rotman S R, Cohen A, Shame D. Textural metrics for clutter affecting human target acquisition[J]. Infrared Physics & Technology, 37, 667-674(1996).

    [5] Shirvaikar M V, Trivedi M M. Developing texture-based image clutter measures for object detection[J]. Opt Eng, 31, 2628-2639(1992).

    [6] [6] Biberman L M. Electrooptical Imaging System Perfmance Modeling [M]. US: SPIE Press, 2001: 121.

    [7] [7] Chang H H, Zhang J Q. Detection probability detection time using clutter metrics [J]. Infrared Physics & Technology, 2007, 51(2): 8390.

    [8] Chang H H, Zhang J Q. New metrics for clutter affecting human target acquisition[J]. IEEE Transactions on Aerospace & Electronic System, 42, 361-368(2006).

    [9] Zhou Wang, Bovik A C, Sheikh H R, et al. Image quality assessment: From error visibility to structural similarity[J]. IEEE Transactions on Image Processing, 13, 600-612(2004).

    [10] Xu Dejiang, Shi Zelin, Luo Haibo. Image structure difference clutter measurement using human visual characteristics[J]. Infrared and Laser Engineering, 42, 1635-1641(2013).

    [11] [11] Li Qian, Zhang Jianqi, Yang Cui. Edge structure background clutter scale[J]. Journal of Xidian University (Natural Science Edition), 2012, 39(3): 9599. (in Chinese)

    [12] Xiao Chuanmin, Shi Zelin, Liu Yunpeng. Image background clutter measurement with gradient distribution feature[J]. Optical Precision Engineering, 23, 3472-3479(2015).

    [13] Li Qian, Yang Cui, Zhang Jianqi. Hidden Markov models for background clutter[J]. Optical Engineering, 52, 073108(2013).

    [14] [14] Yang C, Wu J, Li Q. Sparserepresentationbased clutter metric[J]. Applied Optics, 2011, 50(11): 16011605.

    [15] [15] Li Q, Yang C, Zhang J. Target acquisition perfmance in a cluttered environment[J]. Applied Optics, 2012, 51(31): 76687673.

    [16] [16] Vollmerhausen R H, Jacobs E, Driggers R G. New metric f predicting target acquisition perfmance[J]. Optical Engineering, 2004, 43: 28062818.

    [17] [17] Albright T D. Direction ientation ivity of neurons in visual area MT of the macaque[J]. J Neurophysiol, 1984, 52(6): 1106–1130.

    [18] [18] Hubel D H, Wiesel T N. Receptive fields, binocular interaction functional architecture in the cat’s visual ctex[J]. J Physiol, 1962, 160(1): 106154.

    [19] [19] Hubel D H, Wiesel T N. Receptive fields functional architecture in two nonstriate visual areas (18 19) of the cat [J]. J Neurophysiol, 1965, 28: 229289.

    [20] [20] Hansel D, Vreeswijk C. The mechanism of ientation ivity in primary visual ctex without a functional map [J]. J Neurosci, 2012, 32(12): 40494064.

    [21] [21] Campbell F W, Kulikowski J J. ientational ivity of the human visual system [J]. J Physiol, 1966, 187(2): 437445.

    [22] [22] Wang Z, Bovik A, Sheikh H, et al. Image quality assessment: from err visibility to structural similarity [J]. IEEE Transactions on Image Processing, 2004, 13(4): 600612.

    [23] [23] Zhai G, Wu X, Yang X, et al. A psychovisual quality metric in freeenergy principle[J]. IEEE Transactions on Image Processing, 2012, 21(1): 4152.

    [24] [24] Friston K, Kilner J, Harrison L. A free energy principle f the brain[J]. J Physiology, 2006, 100(13): 7087.

    [25] Toet A, Bijl P, Valeton J M. Image dataset for testing search and deletion models[J]. Optical Engineering, 40, 1760-1767(2001).

    [26] Toet A. Structural similarity determines search time and detection probability[J]. Infrared Physics & Technology, 53, 464-468(2010).

    [27] Wilson D L. Image-based contrast-to-clutter modeling of detection[J]. Optical Engineering, 40, 1852-1857(2001).

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    Xikui Miao, Yanxiu Zhang, Hengwei Zhang, Xiaohu Liu, Qianjin Zou. Image background clutter modeling method based on directional selectivity mechanism[J]. Infrared and Laser Engineering, 2022, 51(6): 20210532

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    Paper Information

    Category: Image processing

    Received: Aug. 4, 2021

    Accepted: --

    Published Online: Dec. 20, 2022

    The Author Email:

    DOI:10.3788/IRLA20210532

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