Acta Photonica Sinica, Volume. 39, Issue 5, 956(2010)

Image Denoising Based on Multi-scales Total Least Squares

XU Shu-hua1、* and QI Ming-ming2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(17)

    [1] [1] CHANG S G,YU Bin,VETTERLI M.Spatially adaptive wavelet thresholding with context modeling for image denoising[J].IEEE Transactions on Image Processing,2000,9(9):1522-1531.

    [2] [2] LUO Peng,GAO Xie-ping.Image denoising algorithm based on dual tree complex wavelet transform[J].Acta Photonica Sinica,2008,37(3):605-608.

    [3] [3] ZHANG L,PAUL B,WU X.Hybrid inter- and intra wavelet scale image restoration[J].Pattern Recognition,2003,36(8):1737-1746.

    [4] [4] GAO Qing-wei,LI Bin,XIE Guang-jun,et al.An image denoising method based on stationary wavelet transform[J].Journal of Computer Research and Development,2002,39(12):1689-1694.

    [6] [6] ZHANG L,PAUL B,WU X.Multiscale LMMSE-based image denoising with optimal wavelet selection[J].IEEE Trans Circuits and Systems for Video Technology,2005,15(4):469-481.

    [7] [7] HOU Z.Adaptive singular value decomposition in wavelet domain for image denoising[J].Pattern Recognition,2003,36(8):1747-1763.

    [8] [8] ZHENG Yi,LIU Shang-qian.Hybrid denoising of a target image with complex-valued wavelet and local gradient[J].Acta Photonica Sinica,2008,37(8):1698-1702.

    [9] [9] ZHAO Ping,ZHAO Chun,SHANG Zhao-wei.Image denoising based on non-based estimator of local variance for complex wavelet coefficients[J].Journal of Image and Graphics,2008,13(1):14-18.

    [10] [10] SENDUR L,SELESNICK W.Bivariate shrinkage with local variance estimation[J].IEEE Signal Processing Letters,2002,9(12):438-441.

    [11] [11] PORTILLA J,STRELA V,WAINWRIGHT M J,et al.Image denoising using scale mixtures of gaussians in the wavelet domain[J].IEEE Trans Image Processing,2003,12(11):1338-1351.

    [12] [12] HIRAKAWA K,PARKS T.Image denoising using total least squares[J].IEEE Trans on Image Processing,2006,15(9):2730-2742.

    [13] [13] IVAN M,SABINE V.Overview of total least-squares methods[J].Signal Processing,2007,87(10):2283-2302.

    [14] [14] HIRAKAWA K,PARKS T.Image denoising for signal-dependent noise[C].Proceedings on Acoustics,Speech,and Signal Processing (ICASSP′05),2005,2:29-32.

    [15] [15] SONG Chang-xin.Infrared image denoising through orthogonal wavelet transform based on TLS[J].Laser & Infrared,2009,39(1):74-77.

    [16] [16] GUDMUNDSON E,STOICA P.On denoisingvia penalized least-squares rules[C].IEEE,2008:3705-3708.

    [17] [17] BLU T,LUISIER F,LAUSANNE.The SURE-LET approach to image denoising[J].IEEE Trans on Image Processing,2007,16(11):2778-2786.

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    XU Shu-hua, QI Ming-ming. Image Denoising Based on Multi-scales Total Least Squares[J]. Acta Photonica Sinica, 2010, 39(5): 956

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    Paper Information

    Received: Sep. 25, 2008

    Accepted: --

    Published Online: Jul. 5, 2010

    The Author Email: Shu-hua XU (shuaxu@163.com)

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