• Acta Optica Sinica
  • Vol. 37, Issue 8, 0810003 (2017)
Ye Yao1、2, Yanfeng Qiao1, Xing Zhong1、3、*, Shuhai Yu3, Lu Dai1、3, and Yang Bai1、3
Author Affiliations
  • 1 Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, Jilin 130033, China
  • 2 University of Chinese Academy of Sciences, Beijing 100049, China
  • 3 Chang Guang Satellite Technology Co., Ltd., Changchun, Jilin 130033, China
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    DOI: 10.3788/AOS201737.0810003 Cite this Article Set citation alerts
    Ye Yao, Yanfeng Qiao, Xing Zhong, Shuhai Yu, Lu Dai, Yang Bai. Super-Resolution Reconstruction of Staring Imaging Degraded Model[J]. Acta Optica Sinica, 2017, 37(8): 0810003 Copy Citation Text show less
    Passive view degraded model of staring imaging
    Fig. 1. Passive view degraded model of staring imaging
    Degraded model of active view
    Fig. 2. Degraded model of active view
    Residual constraint model. (a) Flow chart; (b) simulation process
    Fig. 3. Residual constraint model. (a) Flow chart; (b) simulation process
    Structure of the initial frame
    Fig. 4. Structure of the initial frame
    (a) Original image; (b) bilinear interpolation; (c) reconstruction of passive view; (d) reconstruction of ICSM algorithm; (e)(f)(g)(h) corresponding details
    Fig. 5. (a) Original image; (b) bilinear interpolation; (c) reconstruction of passive view; (d) reconstruction of ICSM algorithm; (e)(f)(g)(h) corresponding details
    Reconstruction images of different algorithms. (a) Superresolution_v_2.0 software; (b) SR software; (c) IBP algorithm; (d) ICSM algorithm
    Fig. 6. Reconstruction images of different algorithms. (a) Superresolution_v_2.0 software; (b) SR software; (c) IBP algorithm; (d) ICSM algorithm
    Influence of frame number on reconstruction effect using the four algorithms. (a) Entropy; (b) gray mean grads; (c) spatial frequency; (d) standard deviation
    Fig. 7. Influence of frame number on reconstruction effect using the four algorithms. (a) Entropy; (b) gray mean grads; (c) spatial frequency; (d) standard deviation
    Satellite reconstruction images of different definitions. (a) Initial image entering orbit; (b) image after the first focusing; (c) image after the focusing completed; (d)(e)(f) corresponding reconstruction images of ICSM algorithm
    Fig. 8. Satellite reconstruction images of different definitions. (a) Initial image entering orbit; (b) image after the first focusing; (c) image after the focusing completed; (d)(e)(f) corresponding reconstruction images of ICSM algorithm
    ImageEntropyStandard deviationSpatial frequencyGray mean grads
    Fig. 5(a)6.100820.10463.656413.4260
    Fig. 5(b)6.110220.62791.84567.1850
    Fig. 5(c)6.019019.84864.18565.0142
    Fig. 5(d)6.277722.53247.037119.9835
    Table 1. Super-resolution reconstruction image evaluated by different objective indexes
    AlgorithmSuperresolution_v_2.0SRIBPICSM
    Time /s16.412226.738.43373.27
    Table 2. Run time of different reconstruction algorithms
    ImageEntropyStandard deviationSpatial frequencyGray mean grads
    Fig. 8(a)6.475823.62826.416325.4965
    Fig. 8(b)6.740428.884712.375733.9094
    Fig. 8(c)6.721836.36234.736414.0680
    Fig. 8(d)6.861537.73019.341123.3139
    Fig. 8(e)6.704323.02474.73648.9956
    Fig. 8(f)6.813634.338710.555922.6625
    Table 3. Objective indexes to evaluate the different definitions images before and after super-resolution reconstruction
    Ye Yao, Yanfeng Qiao, Xing Zhong, Shuhai Yu, Lu Dai, Yang Bai. Super-Resolution Reconstruction of Staring Imaging Degraded Model[J]. Acta Optica Sinica, 2017, 37(8): 0810003
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