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@article{bb31505,
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@article{bb31506,
        AUTHOR = "Chen, W. and Chen, M. and Zhou, J.",
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Restoration",
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@article{bb31507,
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equalisation",
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@article{bb31508,
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@article{bb31510,
        AUTHOR = "Seghouane, A.K.",
        TITLE = "A Kullback-Leibler Divergence Approach to Blind Image Restoration",
        JOURNAL = IP,
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        YEAR = "2011",
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@inproceedings{bb31511,
        AUTHOR = "Seghouane, A.K.",
        TITLE = "Maximum likelihood blind image restoration via alternating minimization",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29861"}

@inproceedings{bb31512,
        AUTHOR = "Hanif, M. and Seghouane, A.K.",
        TITLE = "Blind image deblurring using non-negative sparse approximation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29862"}

@inproceedings{bb31513,
        AUTHOR = "Hanif, M. and Seghouane, A.K.",
        TITLE = "An effective image restoration using Kullback-Leibler divergence
minimization",
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        YEAR = "2014",
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@inproceedings{bb31514,
        AUTHOR = "Hanif, M. and Seghouane, A.K.",
        TITLE = "Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in
Wavelet Domain",
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@article{bb31515,
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A New Directional Transform and Compactly Supported Shearlet Frames",
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@inproceedings{bb31516,
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@article{bb31517,
        AUTHOR = "Labate, D. and Lim, W. and Kutyniok, G. and Weiss, G.",
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@article{bb31518,
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@article{bb31519,
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@inproceedings{bb31520,
        AUTHOR = "Easley, G.R. and Labate, D. and Patel, V.M.",
        TITLE = "Hyperbolic shearlets",
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@article{bb31521,
        AUTHOR = "Li, Y.M. and Po, L.M. and Xu, X.Y. and Feng, L.",
        TITLE = "No-reference image quality assessment using statistical
characterization in the shearlet domain",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29871"}

@article{bb31522,
        AUTHOR = "Wang, X.Y. and Liu, Y.C. and Yang, H.Y.",
        TITLE = "An Efficient Remote Sensing Image Denoising Method in Extended Discrete
Shearlet Domain",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29872"}

@article{bb31523,
        AUTHOR = "Lakshman, H. and Lim, W. and Schwarz, H. and Marpe, D.M. and Kutyniok, G. and Wiegand, T.",
        TITLE = "Image interpolation using shearlet based iterative refinement",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29873"}

@inproceedings{bb31524,
        AUTHOR = "Lakshman, H. and Lim, W. and Schwarz, H. and Marpe, D.M. and Kutyniok, G. and Wiegand, T.",
        TITLE = "Image interpolation using shearlet based sparsity priors",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "655-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29874"}

@article{bb31525,
        AUTHOR = "Shahdoosti, H.R. and Khayat, O.",
        TITLE = "Image denoising using sparse representation classification and
non-subsampled shearlet transform",
        JOURNAL = SIViP,
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        MONTH = "June",
        PAGES = "1081-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29875"}

@article{bb31526,
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        TITLE = "No-reference image quality assessment in complex-shearlet domain",
        JOURNAL = SIViP,
        VOLUME = "10",
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        NUMBER = "8",
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        PAGES = "1465-1472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29876"}

@article{bb31527,
        AUTHOR = "Gao, G.R. and Liu, Y.P. and Labate, D.",
        TITLE = "A two-stage shearlet-based approach for the removal of random-valued
impulse noise in images",
        JOURNAL = JVCIR,
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        NUMBER = "1",
        PAGES = "83-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29877"}

@article{bb31528,
        AUTHOR = "Li, Y. and Po, L.M. and Cheung, C.H. and Xu, X. and Feng, L. and Yuan, F. and Cheung, K.W.",
        TITLE = "No-Reference Video Quality Assessment With 3D Shearlet Transform and
Convolutional Neural Networks",
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        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1044-1057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29878"}

@article{bb31529,
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        TITLE = "Automatic Image Registration of Multimodal Remotely Sensed Data With
Global Shearlet Features",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29879"}

@article{bb31530,
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        TITLE = "SAR Image Denoising via Sparse Representation in Shearlet Domain
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        PAGES = "2985-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29880"}

@article{bb31531,
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        TITLE = "An optimized non-subsampled shearlet transform-based image fusion
using Hessian features and unsharp masking",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29881"}

@article{bb31532,
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for image restoration",
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@article{bb31533,
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nonsubsampled shearlet transform",
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@article{bb31534,
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@article{bb31535,
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@article{bb31536,
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@inproceedings{bb31537,
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@inproceedings{bb31538,
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@inproceedings{bb31539,
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@inproceedings{bb31540,
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@inproceedings{bb31541,
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@inproceedings{bb31542,
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@inproceedings{bb31543,
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@inproceedings{bb31544,
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@inproceedings{bb31545,
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@inproceedings{bb31546,
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@article{bb31558,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29908"}

@article{bb31559,
        AUTHOR = "Likhterov, B. and Kopeika, N.S.",
        TITLE = "Mixed-Signal Architecture for Real-Time Two-Dimensional Live TV Image
Restoration",
        JOURNAL = RealTimeImg,
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        YEAR = "2001",
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        PAGES = "183-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29909"}

@article{bb31560,
        AUTHOR = "Joyeux, L. and Boukir, S. and Besserer, B. and Buisson, O.",
        TITLE = "Reconstruction of degraded image sequences. Application to film
restoration",
        JOURNAL = IVC,
        VOLUME = "19",
        YEAR = "2001",
        NUMBER = "8",
        MONTH = "May",
        PAGES = "503-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29910"}

@inproceedings{bb31561,
        AUTHOR = "Buisson, O. and Besserer, B. and Boukir, S. and Helt, F.",
        TITLE = "Deterioration Detection for Digital Film Restoration",
        BOOKTITLE = CVPR97,
        YEAR = "1997",
        PAGES = "78-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29911"}

@inproceedings{bb31562,
        AUTHOR = "Joyeux, L. and Boukir, S. and Besserer, B.",
        TITLE = "Film scratch removal using Kalman filtering and Bayesian restoration",
        BOOKTITLE = WACV00,
        YEAR = "2000",
        PAGES = "8-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29912"}

@article{bb31563,
        AUTHOR = "Joyeux, L. and Boukir, S. and Besserer, B.",
        TITLE = "Tracking and MAP reconstruction of line scratches in degraded motion
pictures",
        JOURNAL = MVA,
        VOLUME = "13",
        YEAR = "2002",
        NUMBER = "3",
        PAGES = "119-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29913"}

@inproceedings{bb31564,
        AUTHOR = "Joyeux, L. and Buisson, O. and Besserer, B. and Boukir, S.",
        TITLE = "Detection and Removal of Line Scratches in Motion Picture Films",
        BOOKTITLE = CVPR99,
        YEAR = "1999",
        PAGES = "I: 548-553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29914"}

@inproceedings{bb31565,
        AUTHOR = "Joyeux, L.",
        TITLE = "Reconstruction de sequences d'images haute resolution. Application a la
restauration de films cinematographiques",
        BOOKTITLE = Ph.D.,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29915"}

@inproceedings{bb31566,
        AUTHOR = "Besserer, B. and Thire, C.",
        TITLE = "Detection and Tracking Scheme for Line Scratch Removal in an Image
Sequence",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol III: 264-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29916"}

@inproceedings{bb31567,
        AUTHOR = "Boukir, S. and Suter, D.",
        TITLE = "Application of rigid motion geometry to film restoration",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 360-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29917"}

@article{bb31568,
        AUTHOR = "Buisson, O. and Boukir, S. and Besserer, B.",
        TITLE = "Motion compensated film restoration",
        JOURNAL = MVA,
        VOLUME = "13",
        YEAR = "2003",
        NUMBER = "4",
        PAGES = "201-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29918"}

@article{bb31569,
        AUTHOR = "Homem, M.R.P. and Mascarenhas, N.D.A. and Costa, L.F. and Preza, C.",
        TITLE = "Biological Image Restoration in Optical-Sectioning Microscopy Using
Prototype Image Constraints",
        JOURNAL = RealTimeImg,
        VOLUME = "8",
        YEAR = "2002",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "475-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29919"}

@article{bb31570,
        AUTHOR = "Campisi, P. and Yan, J.C.K. and Hatzinakos, D.",
        TITLE = "Signal-dependent film grain noise generation using homomorphic adaptive
filtering",
        JOURNAL = VISP,
        VOLUME = "147",
        YEAR = "2000",
        NUMBER = "3",
        PAGES = "283-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29920"}

@article{bb31571,
        AUTHOR = "Hamid, M.S. and Harvey, N.R. and Marshall, S.",
        TITLE = "Genetic algorithm optimization of multidimensional grayscale soft
morphological filters with applications in film archive restoration",
        JOURNAL = CirSysVideo,
        VOLUME = "13",
        YEAR = "2003",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "406-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29921"}

@article{bb31572,
        AUTHOR = "Marshall, S. and Harvey, N.R. and Hamid, M.S.",
        TITLE = "Genetic algorithm optimization of multidimensional grayscale soft
morphological filters with applications in film archive restoration",
        JOURNAL = CirSysVideo,
        VOLUME = "13",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "726-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29921"}

@article{bb31573,
        AUTHOR = "Jaruwatanadilok, S. and Ishimaru, A. and Fellow, L. and Kuga, Y.",
        TITLE = "Optical imaging through clouds and fog",
        JOURNAL = GeoRS,
        VOLUME = "41",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1834-1843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29922"}

@article{bb31574,
        AUTHOR = "Kretzschmar, R. and Karayiannis, N.B. and Richner, H.",
        TITLE = "Removal of Bird-Contaminated Wind Profiler Data Based on
Neural Networks",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2699-2712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29923"}

@article{bb31575,
        AUTHOR = "Bruni, V. and Vitulano, D.",
        TITLE = "A Generalized Model for Scratch Detection",
        JOURNAL = IP,
        VOLUME = "13",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29924"}

@inproceedings{bb31576,
        AUTHOR = "Bruni, V. and Vitulano, D.",
        TITLE = "Scratch detection via underdamped harmonic motion",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 887-890",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29925"}

@inproceedings{bb31577,
        AUTHOR = "Bruni, V. and Vitulano, D. and Kokaram, A.",
        TITLE = "Fast removal of line scratches in old movies",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 827-830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29926"}

@inproceedings{bb31578,
        AUTHOR = "Vitulano, D. and Bruni, V. and Ciarlini, P.",
        TITLE = "Line Scratch Detection on Digital Images: An Energy Based Model",
        BOOKTITLE = WSCG02,
        YEAR = "2002",
        PAGES = "477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29927"}

@inproceedings{bb31579,
        AUTHOR = "Bruni, V. and Ferrara, P. and Vitulano, D.",
        TITLE = "Color Scratches Removal Using Human Perception",
        BOOKTITLE = ICIAR08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29928"}

@article{bb31580,
        AUTHOR = "Bruni, V. and Piccoli, B. and Vitulano, D.",
        TITLE = "A fast computation method for time scale signal denoising",
        JOURNAL = SIViP,
        VOLUME = "3",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29929"}

@inproceedings{bb31581,
        AUTHOR = "Bruni, V. and Piccoli, B. and Vitulano, D.",
        TITLE = "A Fast Scheme for Multiscale Signal Denoising",
        BOOKTITLE = ICIAR08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29930"}

@inproceedings{bb31582,
        AUTHOR = "Bruni, V. and Vitulano, D.",
        TITLE = "Signal and image denoising without regularization",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "539-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29931"}

@article{bb31583,
        AUTHOR = "Sadhar, S.I. and Rajagopalan, A.N.",
        TITLE = "Image Estimation in Film-Grain Noise",
        JOURNAL = SPLetters,
        VOLUME = "12",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "238-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29932"}

@article{bb31584,
        AUTHOR = "Subrahmanyam, G.R.K.S. and Rajagopalan, A.N. and Aravind, R.",
        TITLE = "Importance Sampling Kalman Filter for Image Estimation",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "453-456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29933"}

@inproceedings{bb31585,
        AUTHOR = "Subrahmanyam, G.R.K.S. and Rajagopalan, A.N. and Aravind, R.",
        TITLE = "Unscented Kalman Filter for Image Estimation in Film-Grain Noise",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "IV: 17-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29934"}

@inproceedings{bb31586,
        AUTHOR = "Subrahmanyam, G.R.K.S. and Rajagopalan, A.N. and Aravind, R.",
        TITLE = "A New Extension of Kalman Filter to Non-Gaussian Priors",
        BOOKTITLE = ICCVGIP06,
        YEAR = "2006",
        PAGES = "162-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29935"}

@article{bb31587,
        AUTHOR = "Sadhar, S.I. and Rajagopalan, A.N.",
        TITLE = "Image recovery under nonlinear and non-Gaussian degradations",
        JOURNAL = JOSA-A,
        VOLUME = "22",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "604-615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29936"}

@article{bb31588,
        AUTHOR = "Prasanna, J.K. and Rajagopalan, A.N.",
        TITLE = "Image restoration using the particle filter: handling non-causality",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "650-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29937"}

@article{bb31589,
        AUTHOR = "Iwasaki, A. and Oyama, E.",
        TITLE = "Correction of Stray Light and Filter Scratch Blurring for ASTER Imagery",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2763-2768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29938"}

@article{bb31590,
        AUTHOR = "Giakoumis, I. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Digital Image Processing Techniques for the Detection and Removal of
Cracks in Digitized Paintings",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "178-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29939"}

@inproceedings{bb31591,
        AUTHOR = "Nikolaidis, N. and Pitas, I.",
        TITLE = "Digital Image Processing in Painting Restoration and Archiving",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 586-589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29940"}

@article{bb31592,
        AUTHOR = "de Stefano, A. and Collis, B. and White, P.R.",
        TITLE = "Synthesising and reducing film grain",
        JOURNAL = JVCIR,
        VOLUME = "17",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "163-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29941"}

@article{bb31593,
        AUTHOR = "Ren, J.C. and Vlachos, T.",
        TITLE = "Segmentation-Assisted Detection of Dirt Impairments in Archived Film
Sequences",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "463-470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29942"}

@inproceedings{bb31594,
        AUTHOR = "Ren, J.C. and Vlachos, T.",
        TITLE = "Detection and Recovery of Film Dirt for Archive Restoration
Applications",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "IV: 21-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29943"}

@inproceedings{bb31595,
        AUTHOR = "Ren, J.C. and Vlachos, T.",
        TITLE = "Segmentation-Assisted Dirt Detection for the Restoration of Archived
Films",
        BOOKTITLE = BMVC05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29944"}

@article{bb31596,
        AUTHOR = "Tilie, S. and Bloch, I. and Laborelli, L.",
        TITLE = "Fusion of complementary detectors for improving blotch detection in
digitized films",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1735-1746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29945"}

@inproceedings{bb31597,
        AUTHOR = "Amano, T. and Suzuki, R.",
        TITLE = "Virtual Recovery of the Deteriorated Art Object based on AR Technology",
        BOOKTITLE = PROCAMS07,
        YEAR = "2007",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29946"}

@article{bb31598,
        AUTHOR = "Bertalmio, M. and Caselles, V. and Pardo, A.",
        TITLE = "Movie Denoising by Average of Warped Lines",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2333-2347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29947"}

@article{bb31599,
        AUTHOR = "Mei, K. and Zheng, N. and Huang, C. and Liu, Y. and Zeng, Q.",
        TITLE = "VLSI Design of a High-Speed and Area-Efficient JPEG2000 Encoder",
        JOURNAL = CirSysVideo,
        VOLUME = "17",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1065-1078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140.html#TT29948"}

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