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parafac decompositon for hyperspectral images",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20566"}

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        TITLE = "Noise Removal From Hyperspectral Images by Multidimensional Filtering",
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        AUTHOR = "Marot, J. and Fossati, C. and Bourennane, S.",
        TITLE = "Fast subspace-based tensor data filtering",
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        AUTHOR = "Liu, X.F. and Bourennane, S. and Fossati, C.",
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Statistical Performance Analysis",
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        PAGES = "3717-3724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20569"}

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        AUTHOR = "Liu, X.F. and Bourennane, S. and Fossati, C.",
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Target Detection",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20570"}

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        AUTHOR = "Channappayya, S.S. and Bovik, A.C. and Caramanis, C. and Heath, R.W.",
        TITLE = "Design of Linear Equalizers Optimized for the Structural Similarity
Index",
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        PAGES = "857-872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20571"}

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        AUTHOR = "Channappayya, S.S. and Bovik, A.C. and Heath, R.W.",
        TITLE = "A Linear Estimator Optimized for the Structural Similarity Index and
its Application to Image Denoising",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "2637-2640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20572"}

@article{bb21908,
        AUTHOR = "Channappayya, S.S. and Bovik, A.C. and Heath, R.W.",
        TITLE = "Rate Bounds on SSIM Index of Quantized Images",
        JOURNAL = IP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20573"}

@article{bb21909,
        AUTHOR = "Raphan, M. and Simoncelli, E.P.",
        TITLE = "Optimal Denoising in Redundant Representations",
        JOURNAL = IP,
        VOLUME = "17",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "1342-1352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20574"}

@inproceedings{bb21910,
        AUTHOR = "Raphan, M. and Simoncelli, E.P.",
        TITLE = "Optimal Denoising in Redundant Bases",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "III: 113-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20575"}

@article{bb21911,
        AUTHOR = "Lyu, S.W. and Simoncelli, E.P.",
        TITLE = "Modeling Multiscale Subbands of Photographic Images with Fields of
Gaussian Scale Mixtures",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20576"}

@inproceedings{bb21912,
        AUTHOR = "Lyu, S.W.",
        TITLE = "An implicit Markov random field model for the multi-scale oriented
representations of natural images",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20577"}

@article{bb21913,
        AUTHOR = "Sanches, J.M. and Nascimento, J.C. and Marques, J.S.",
        TITLE = "Medical Image Noise Reduction Using the Sylvester-Lyapunov Equation",
        JOURNAL = IP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20578"}

@inproceedings{bb21914,
        AUTHOR = "Sanches, J.M. and Marques, J.S.",
        TITLE = "Image Denoising Using the Lyapunov Equation from Non-uniform Samples",
        BOOKTITLE = ICIAR06,
        YEAR = "2006",
        PAGES = "I: 351-358",
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@inproceedings{bb21915,
        AUTHOR = "Sanches, J.M. and Marques, J.S.",
        TITLE = "MAP Signal Reconstruction with Non Regular Grids",
        BOOKTITLE = ICIAR04,
        YEAR = "2004",
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@article{bb21916,
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        TITLE = "Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters
for General Denoising Algorithms",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "1540-1554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20581"}

@article{bb21917,
        AUTHOR = "Ramani, S. and Thevenaz, P. and Unser, M.",
        TITLE = "Regularized Interpolation for Noisy Images",
        JOURNAL = MedImg,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20582"}

@article{bb21918,
        AUTHOR = "Li, D.L.",
        TITLE = "Support vector regression based image denoising",
        JOURNAL = IVC,
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        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20583"}

@inproceedings{bb21919,
        AUTHOR = "Li, D.L. and Simske, S. and Mersereau, R.M.",
        TITLE = "Image Denoising Through Support Vector Regression",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "IV: 425-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20584"}

@article{bb21920,
        AUTHOR = "Chatterjee, P. and Milanfar, P.",
        TITLE = "Clustering-Based Denoising With Locally Learned Dictionaries",
        JOURNAL = IP,
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@article{bb21921,
        AUTHOR = "Chatterjee, P. and Milanfar, P.",
        TITLE = "Patch-Based Near-Optimal Image Denoising",
        JOURNAL = IP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20586"}

@inproceedings{bb21922,
        AUTHOR = "Chatterjee, P. and Milanfar, P.",
        TITLE = "Patch-based locally optimal denoising",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "2553-2556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20587"}

@inproceedings{bb21923,
        AUTHOR = "Chatterjee, P. and Milanfar, P.",
        TITLE = "Learning denoising bounds for noisy images",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1157-1160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20588"}

@article{bb21924,
        AUTHOR = "Zhu, X. and Milanfar, P.",
        TITLE = "Automatic Parameter Selection for Denoising Algorithms Using a
No-Reference Measure of Image Content",
        JOURNAL = IP,
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        PAGES = "3116-3132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20589"}

@inproceedings{bb21925,
        AUTHOR = "Zhu, X. and Milanfar, P.",
        TITLE = "A no-reference image content metric and its application to denoising",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20590"}

@inproceedings{bb21926,
        AUTHOR = "Zhu, X. and Milanfar, P.",
        TITLE = "Restoration for weakly blurred and strongly noisy images",
        BOOKTITLE = WACV11,
        YEAR = "2011",
        PAGES = "103-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20591"}

@article{bb21927,
        AUTHOR = "Barone, P. and Carfora, M.F. and March, R.",
        TITLE = "Segmentation, Classification and Denoising of a Time Series Field by a
Variational Method",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20592"}

@article{bb21928,
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        TITLE = "Noise adaptive rational filter",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20593"}

@article{bb21929,
        AUTHOR = "Brito Loeza, C. and Chen, K.",
        TITLE = "On High-Order Denoising Models and Fast Algorithms for Vector-Valued
Images",
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        PAGES = "1518-1527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20594"}

@article{bb21930,
        AUTHOR = "Brito Loeza, C. and Chen, K.",
        TITLE = "Multigrid Algorithm For High Order Denoising",
        JOURNAL = SIIMS,
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        YEAR = "2010",
        NUMBER = "3",
        PAGES = "363-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20595"}

@article{bb21931,
        AUTHOR = "Lin, C.H. and Tsai, J.S. and Chiu, C.T.",
        TITLE = "Switching Bilateral Filter With a Texture/Noise Detector for Universal
Noise Removal",
        JOURNAL = IP,
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        MONTH = "September",
        PAGES = "2307-2320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20596"}

@article{bb21932,
        AUTHOR = "Chen, X.J. and Zhou, W.J.",
        TITLE = "Smoothing Nonlinear Conjugate Gradient Method For Image Restoration
Using Nonsmooth Nonconvex Minimization",
        JOURNAL = SIIMS,
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        YEAR = "2010",
        NUMBER = "4",
        PAGES = "765-790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20597"}

@article{bb21933,
        AUTHOR = "He, Y. and Gan, T. and Chen, W. and Wang, H.",
        TITLE = "Adaptive Denoising by Singular Value Decomposition",
        JOURNAL = SPLetters,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20598"}

@article{bb21934,
        AUTHOR = "Dash, P.P. and Patra, D.",
        TITLE = "Evolutionary neural network for noise cancellation in image data",
        JOURNAL = IJCVR,
        VOLUME = "2",
        YEAR = "2011",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20599"}

@article{bb21935,
        AUTHOR = "Pardo, A.",
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        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20600"}

@inproceedings{bb21936,
        AUTHOR = "Pardo, A.",
        TITLE = "Analysis of Non-Local Image Denoising Methods",
        BOOKTITLE = CIARP09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20600"}

@inproceedings{bb21937,
        AUTHOR = "Pardo, A.",
        TITLE = "Non Local Image Denoising Using Image Adapted Neighborhoods",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20601"}

@inproceedings{bb21938,
        AUTHOR = "Pardo, A.",
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        BOOKTITLE = CIARP14,
        YEAR = "2014",
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@inproceedings{bb21939,
        AUTHOR = "Pardo, A.",
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        BOOKTITLE = CIARP17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20603"}

@inproceedings{bb21940,
        AUTHOR = "Marques, A. and Pardo, A.",
        TITLE = "Implementation of Non Local Means Filter in GPUs",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20604"}

@article{bb21941,
        AUTHOR = "Zhong, H. and Yang, C. and Zhang, X.H.",
        TITLE = "A New Weight for Nonlocal Means Denoising Using Method Noise",
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@article{bb21942,
        AUTHOR = "Yu, N.N. and Qiu, T.S. and Ren, F.",
        TITLE = "Denoising for Multiple Image Copies through Joint Sparse Representation",
        JOURNAL = JMIV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20606"}

@article{bb21943,
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        TITLE = "Denoising an Image by Denoising Its Curvature Image",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20607"}

@article{bb21944,
        AUTHOR = "Ghimpeteanu, G. and Batard, T. and Bertalmio, M. and Levine, S.",
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@inproceedings{bb21945,
        AUTHOR = "Ghimpe, G. and Batard, T. and Bertalmio, M. and Levine, S.",
        TITLE = "Denoising an Image by Denoising Its Components in a Moving Frame",
        BOOKTITLE = ICISP14,
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20609"}

@inproceedings{bb21946,
        AUTHOR = "Batard, T. and Bertalmio, M.",
        TITLE = "Generalized Gradient on Vector Bundle: Application to Image Denoising",
        BOOKTITLE = SSVM13,
        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20610"}

@inproceedings{bb21947,
        AUTHOR = "Batard, T. and Berthier, M.",
        TITLE = "The Clifford-Hodge Flow: An Extension of the Beltrami Flow",
        BOOKTITLE = CAIP09,
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@article{bb21948,
        AUTHOR = "Zhang, J. and Zhao, D.B. and Xiong, R.Q. and Ma, S. and Gao, W.",
        TITLE = "Image Restoration Using Joint Statistical Modeling in a
Space-Transform Domain",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc133.html#TT20612"}

@article{bb21949,
        AUTHOR = "Zhang, J. and Zhao, D.B. and Gao, W.",
        TITLE = "Group-Based Sparse Representation for Image Restoration",
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@inproceedings{bb21950,
        AUTHOR = "Guo, H.W. and Jiang, F. and Liu, S.H. and Zhao, D.B.",
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@inproceedings{bb21951,
        AUTHOR = "Zhang, G.C. and Liu, S.H. and Jiang, F. and Zhao, D.B. and Gao, W.",
        TITLE = "An improved image compression scheme with an adaptive parameters set
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@inproceedings{bb21952,
        AUTHOR = "Zhang, J. and Xiong, R.Q. and Ma, S.W. and Zhao, D.B.",
        TITLE = "High-quality image restoration from partial random samples in spatial
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@article{bb21953,
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        TITLE = "Alternating Direction Method of Multipliers for Nonlinear Image
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@article{bb21954,
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        TITLE = "Spatially adaptive image denoising using inter-scale dependence in
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@article{bb21955,
        AUTHOR = "Sethunadh, R. and Thomas, T.",
        TITLE = "Image denoising based on adaptive spatial segmentation and multi-scale
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@article{bb21956,
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@article{bb21957,
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@article{bb21958,
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@article{bb21959,
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Adaptive Noise Estimation",
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        NUMBER = "9",
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@article{bb21960,
        AUTHOR = "Xiong, R. and Liu, H. and Zhang, X. and Zhang, J. and Ma, S. and Wu, F. and Gao, W.",
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Exploiting Nonlocal Similarity",
        JOURNAL = IP,
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