• Acta Photonica Sinica
  • Vol. 40, Issue 2, 316 (2011)
XU Jian1、2、* and CHANG Zhi-guo3、4
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
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    DOI: Cite this Article
    XU Jian, CHANG Zhi-guo. Self-adaptive Image Sparse Representation Algorithm Based on Clustering and Its Application[J]. Acta Photonica Sinica, 2011, 40(2): 316 Copy Citation Text show less
    References

    [1] CANDES E J.Compressive sampling[C]//Proceedings of International Congress of Mathematicians.Madrid,Spain.European Mathematical Society Publishing House,2006:1433-1452.

    [2] BARANIUK R.Compressive sensing [J].IEEE Signal Processing Magazine,2007,24(4):118-120.

    [3] MAIRAL J,ELAD M,SAPIRO G.Sparse representation for color image restoration[J].IEEE Transactions on Image Processing,2008,17(1):53-69.

    [4] AHARON M,ELAD M.BRUCKSTEIN A.K-SVD:an algorithm for designing overcomplete dictionaries for sparse representation[J].IEEE Transactions on Signal Processing,2006,54(11):4311-4322.

    [5] HE Z,CICHOCKI A.K-EVD clustering and its applications to sparse component analysis[C].Independent Component Analysis and Blind Signal Separation,Charleston,SC,USA.LNCS,2006,3889:90-97.

    [6] XIE Z,FENG J.KFCE:a dictionary generation algorithm for sparse representation[J].Signal Processing,2009,89(10):2072-2077.

    [7] TROPP J A,GIBERT A C.Signal recovery from random measurements via orthogonal matching pursuit[J].IEEE Transactions on Information Theory,2007,53(12):4655-4666.

    [8] KUNIS S,RAUHUT H.Random sampling of sparse trigonometric polynomials,II.Orthogonal matching pursuit versus basis pursuit[J].Foundations of Computational Mathematics,2008,8(6):737-763.

    [9] RUBINSTEIN R,ZIBULEVSKY M,ELAD M.Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit[J/OL].Technical Report-CS Technion,2008[2008-03-15].http://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-get.cgi/2008/CS /CS-2008-08.revised.pdf.

    CLP Journals

    [1] ZHUANG Jia-yan, HE Wei-ji, CHEN Qian, FENG Wei-yi. Reducing the Error Caused by Dynamic Background in the Imaging System Based on Compressed Sensing[J]. Acta Photonica Sinica, 2015, 44(12): 1211003

    [2] LIU Zhe, ZHANG He-ni, ZHANG Yong-liang, HAO Min-hui. Image Reconstruction Based on Weak Selected Regularized Orthogonal Match Pursuit Algorithm[J]. Acta Photonica Sinica, 2012, 41(10): 1217

    [3] WU Yi-quan, LI Li. Image Denoising Using Kernel Fuzzy Clustering and Regularization on Sparse Model[J]. Acta Photonica Sinica, 2014, 43(3): 310001

    [4] LIU Zhe, GU Shuyin, NAN Bingbing, LI Qiang. A Compressive Image Fusion Algorithm Based on Block Sparse Bayesian Learning[J]. Acta Photonica Sinica, 2013, 42(11): 1365

    XU Jian, CHANG Zhi-guo. Self-adaptive Image Sparse Representation Algorithm Based on Clustering and Its Application[J]. Acta Photonica Sinica, 2011, 40(2): 316
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