• Acta Physica Sinica
  • Vol. 68, Issue 18, 180701-1 (2019)
Ren Wang1、*, Jing-Bo Guo2, Jun-Peng Hui1, Ze Wang1, Hong-Jun Liu1, Yuan-Nan Xu1, and Yun-Fo Liu1
Author Affiliations
  • 1China Academy of Launch Vehicle Technology R&D Center, Beijing 100076, China
  • 2Department of Electrical Engineering, Tsinghua University, Beijing 100084, China
  • show less
    DOI: 10.7498/aps.68.20190414 Cite this Article
    Ren Wang, Jing-Bo Guo, Jun-Peng Hui, Ze Wang, Hong-Jun Liu, Yuan-Nan Xu, Yun-Fo Liu. Statistical compressive sensing based on convolutional Gaussian mixture model[J]. Acta Physica Sinica, 2019, 68(18): 180701-1 Copy Citation Text show less
    References

    [1] Donoho D L[J]. IEEE Trans. Inform. Theory, 52, 1289(2006).

    [2] Candès E J, Romberg J, Tao T[J]. IEEE Trans. Inform. Theory, 52, 489(2006).

    [3] Ji S, Xue Y, Carin L[J]. IEEE Trans. Sig. Process., 56, 2346(2008).

    [4] Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L[J]. IEEE Trans. Sig. Process., 58, 6140(2010).

    [5] Yu G, Sapiro G[J]. IEEE Trans. Sig. Process., 59, 5842(2011).

    [6] Yang J, Liao X, Yuan X, Llull P, Brady D J, Sapiro G, Carin L[J]. IEEE Trans. Sig. Process., 24, 106(2015).

    [7] Yu G, Sapiro G, Mallat S[J]. IEEE Tran. Image Process., 21, 2481(2012).

    [8] Wang C, Liu X F, Yu W K, Yao X R, Zheng F, Dong Q, Lan R M, Sun Z B, Zhai G J, Zhao Q[J]. Chin. Phys. Lett., 34, 104203(2017).

    [9] Wang Y Y, Ren Y C, Chen L Y, Song C, Li C Z, Zhang C, Xu D G, Yao J Q[J]. Chin. Phys. B, 27, 114204(2018).

    [10] Xiao D, Cai H K, Zheng H Y[J]. Chin. Phys. B, 24, 060505(2015).

    [11] Ning F L, He B J, Wei J[J]. Acta Phys. Sin., 62, 174212(2013).

    [12] Li S D, Chen Y B, Liu R H, Ma X Y[J]. Acta Phys. Sin., 66, 038401(2017).

    [13] Duarte M F, Davenport M A, Takhar D, Laska J N, Sun T, Kelly K F, Baraniuk R G[J]. IEEE Sig. Process. Mag., 25, 83(2008).

    [14] Zeiler M D, Krishnan D, Taylor G W, Fergus R[J]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2528(2010).

    [15] Grosse R, Raina R, Kwong H, Ng A Y[J]. Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, 149(2007).

    [16] Yang J, Yu K, Huang T[J]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3517(2010).

    [17] Wohlberg B[J]. IEEE Trans. Image Process., 25, 301(2016).

    [18] Davis P J[J]. Circulant Matrices(2012).

    [19] Dempster A, Laird N, Rubin D[J]. J. R. Stat. Soc., 39, 1(1977).

    [20] Renna F, Calderbank R, Carin L, Rodrigues M R D[J]. IEEE Trans. Sig. Process., 62, 2265(2014).

    [21] Tropp J A, Gilbert A C[J]. IEEE Trans. Inform. Theory, 53, 4655(2007).

    [22] Yang J, Zhang Y[J]. SIAM J Sci. Comput., 33, 250(2011).

    [23] Liao X, Li H, Carin L[J]. SIAM Imaging Sci., 7, 797(2014).

    [24] Xu Y, Yin W, Osher S[J]. Inverse Probl. Imag., 8, 901(2014).

    [25] Krizhevsky A, Hinton G[J]. Learning Multiple Layers of Features from Tiny Images, 1, 7(2009).

    [26] Li F F, Rob F, Pietro P[J]. Comput. Vis. Image Und., 106, 59(2007).

    [27] Liu Z W, Luo P, Wang X G, Tang X O[J]. IEEE International Conference on Computer Vision Santiago,, 3730(2015).

    Ren Wang, Jing-Bo Guo, Jun-Peng Hui, Ze Wang, Hong-Jun Liu, Yuan-Nan Xu, Yun-Fo Liu. Statistical compressive sensing based on convolutional Gaussian mixture model[J]. Acta Physica Sinica, 2019, 68(18): 180701-1
    Download Citation