Optics and Precision Engineering, Volume. 22, Issue 11, 2914(2014)

Prediction of polarization pattern by SVM

WANG Fang-bin1...2,*, HONG Jin1, SUN Xiao-bing1, WANG Yi1 and HU Ya-dong1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(22)

    [1] [1] LITVINOV P, HASEKAMP O, CAIRNS B, et al. Reflection models for soil and vegetation surfaces from multiple-viewing angle photopolarimetric measurements [J]. Journal of Quantitative Spectroscopy & Radiative Transfer, 2010, 111: 529-539.

    [3] [3] CAIRNS B, TRAVIS L, MISHCHENKO M I, et al.. Aerosol retrievals over land surfaces (the advantages of polarization) [C]. Proc. AMS Annu. Meeting, 2001:119-122.

    [4] [4] WAQUET F, LON J F, CAIRNS B, et al.. Analysis of the spectral and angular response of the vegetated surface polarization for the purpose of aerosol remote sensing over land [J]. Applied Optics, 2009, 48(6):1228-1236.

    [6] [6] LITVINOV P, HASEKAMP O, CAIRNS B, et al.. Semi-empirical BRDF and BPDF models applied to the problem of aerosol retrievals over land: testing on airborne data and implications for modeling of top-of-atmosphere measurements [C]. NATO Science for Peace and Security Series C: Environmental Security, 2011: 313-340.

    [7] [7] KNOBELSPIESSE K D, CAIRNS B, SCHMID B, et al.. Surface BRDF estimation from an aircraft compared to MODIS and ground estimates at the Southern Great Plains site [J]. Journal of Geophysical Research, 2008: 113, D20105.

    [8] [8] LU H Q, YING H, HUANG X L. Combination navigation method with polarized light/geomagnetic/GPS/SINS[J]. Journal of Astronautics, 2007, 28(4): 897-902. (in Chinese)

    [9] [9] ZHAO K CH, CHU J K, YAO H Y, et al.. Simulation and prediction for Rayleih skylight polarization distribution[J]. Journal of Sichuan University: Engineering Science Edition, 2007, 39(s1): 288-291. (in Chinese)

    [11] [11] ZHOU J, LIU Y Y. Research progress of new method on autonomous navigation based on natural polarimetric light [J]. Journal of Astronautics, 2009, 30(2):409-414. (in Chinese)

    [12] [12] ABLE K P. Skylight polarization patterns and the orientation of migratory birds[J]. The Journal of Experimental Biology, 1989, 141:241-256.

    [13] [13] WANG L M, GAO J, XIE ZH. Analysis on polarized lights by ground-reflection with calculating its spatial patterns[J]. Sci. Sin-Phys. Mech. Astron., 2013, 43(7): 833-843. (in Chinese)

    [15] [15] MISHCHENKO M I, ROSENBUSH V K, KISELEV N N, et al.. Polarimetric Remote Sensing of Solar System Objects[M]. Kyiv: Akademperiodyka, 2010.

    [16] [16] DENG N Y, TIAN Y J. New Method on Data Mining-Support Vector Machine [M]. Beijing: Science Press, 2004. (in Chinese)

    [17] [17] MISHCHENKO M I. Microphysical approach to polarized radiative transfer: extension to the case of an external observation point [J]. Appl. Optics, 2003, 42(24):4963-4967.

    [18] [18] XU Y S, DING Y L, TIAN H Y, et al.. The simulation of aerial remote sensors gesture image motion[J]. Laser & Infrared, 2007, 37(12):1303-1306. (in Chinese)

    [19] [19] WQQUET F, CAIRNS B, KNOBELSPIESSE K, et al.. Polarimetric remote sensing of aerosols over land[J]. Journal of Geophysical Research, 2009: 114, D01206.

    [20] [20] SPURR R J D. A new approach to the retrieval of surface properties from earthshine measurements[J]. Journal of Quantitative Spectroscopy & Radiative Transfer, 2004, 83(1): 15-46.

    [21] [21] KAUFMAN Y J, TANRE D. Atmospherically resistant vegetation index (ARVI) for EOS-MODIS[C]. Proc. IEEE Int. Geosci. and Remote Sensing Symp., New York, 1992: 261-270.

    [22] [22] WANG F B, LI D H. A method of parameters selection with higher accuracy for SVM[C]. ICACI2012, 2012: 248-252.

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    WANG Fang-bin, HONG Jin, SUN Xiao-bing, WANG Yi, HU Ya-dong. Prediction of polarization pattern by SVM[J]. Optics and Precision Engineering, 2014, 22(11): 2914

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    Paper Information

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    Received: Oct. 28, 2013

    Accepted: --

    Published Online: Dec. 8, 2014

    The Author Email: Fang-bin WANG (wangfb@mail.ustc.edu.cn)

    DOI:10.3788/ope.20142211.2914

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