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        AUTHOR = "Zhang, R.",
        TITLE = "Blur Detection via Phase Spectrum",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "VI:733-748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202873"}

@inproceedings{bb207701,
        AUTHOR = "Zhou, Y. and Yang, J. and Chen, Y. and Kung, S.",
        TITLE = "Blurred Image Region Detection based on Stacked Auto-Encoder",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2959-2964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202874"}

@inproceedings{bb207702,
        AUTHOR = "Zhang, S. and Shen, X. and Lin, Z. and Mech, R. and Costeira, J.P. and Moura, J.M.F.",
        TITLE = "Learning to Understand Image Blur",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6586-6595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202875"}

@inproceedings{bb207703,
        AUTHOR = "Tao, X. and Gao, H. and Shen, X. and Wang, J. and Jia, J.",
        TITLE = "Scale-Recurrent Network for Deep Image Deblurring",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8174-8182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202876"}

@inproceedings{bb207704,
        AUTHOR = "Liu, Y.H. and Dong, W.Y. and Gong, D. and Zhang, L. and Shi, Q.F.",
        TITLE = "Deblurring Natural Image Using Super-Gaussian Fields",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "I: 467-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202877"}

@inproceedings{bb207705,
        AUTHOR = "Liu, D.W. and Klette, R.",
        TITLE = "Blur Estimation for Natural Edge Appearance in Computational
Photography",
        BOOKTITLE = "PSIVTWS17",
        YEAR = "2017",
        PAGES = "300-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202878"}

@inproceedings{bb207706,
        AUTHOR = "Xue, F. and Xue, L. and Liu, J.Q.",
        TITLE = "A family of risk estimators as criteria for PSF estimation:
From SURE to GCV",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2428-2432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202879"}

@inproceedings{bb207707,
        AUTHOR = "Li, J. and Xue, F. and Blu, T.",
        TITLE = "Gaussian blur estimation for photon-limited images",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "495-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202880"}

@inproceedings{bb207708,
        AUTHOR = "Cho, S. and Lee, S.",
        TITLE = "Convergence Analysis of MAP Based Blur Kernel Estimation",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4818-4826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202881"}

@inproceedings{bb207709,
        AUTHOR = "Yan, Y. and Ren, W. and Guo, Y. and Wang, R. and Cao, X.",
        TITLE = "Image Deblurring via Extreme Channels Prior",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6978-6986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202882"}

@inproceedings{bb207710,
        AUTHOR = "Pires, R.G. and Fernandes, S.E.N. and Papa, J.P.",
        TITLE = "Blur Parameter Identification Through Optimum-Path Forest",
        BOOKTITLE = CAIP17,
        YEAR = "2017",
        PAGES = "II: 230-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202883"}

@inproceedings{bb207711,
        AUTHOR = "Pergoloni, S. and Biagi, M. and Colonnese, S. and Cusani, R. and Scarano, G.",
        TITLE = "Camera communication deblurring: A semiblind spatial
fractionally-spaced adaptive equalizer with flexible filter support
design",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202884"}

@inproceedings{bb207712,
        AUTHOR = "Gu, H. and Joel, L. and Fabio, A. and Pan, C. and Poggio, T.",
        TITLE = "Invariant representation for blur and down-sampling transformations",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3593-3597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202885"}

@inproceedings{bb207713,
        AUTHOR = "Fang, S. and Liu, Y.D. and Cao, Y.",
        TITLE = "Blur kernel estimation using blurry structure",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2703-2707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202886"}

@inproceedings{bb207714,
        AUTHOR = "Wong, J.S.M. and Chan, C.S.",
        TITLE = "Restoration of Blurred-Noisy Images Through the Concept of Bilevel
Programming",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "II: 776-786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202887"}

@inproceedings{bb207715,
        AUTHOR = "Zhu, M.Y. and Cao, Z.G. and Xiao, Y. and Xie, X.K.",
        TITLE = "Beyond local phase quantization: Mid-level blurred image
representation using fisher vector",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1890-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202888"}

@inproceedings{bb207716,
        AUTHOR = "Kotera, J. and Zitova, B. and Sroubek, F.",
        TITLE = "PSF accuracy measure for evaluation of blur estimation algorithms",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2080-2084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202889"}

@inproceedings{bb207717,
        AUTHOR = "Xie, X.K. and Cao, Z.G. and Xiao, Y. and Zhu, M.Y. and Lu, H.",
        TITLE = "Blurred image recognition using domain adaptation",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "532-536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202890"}

@inproceedings{bb207718,
        AUTHOR = "Lai, W.S. and Ding, J.J. and Lin, Y.Y. and Chuang, Y.Y.",
        TITLE = "Blur kernel estimation using normalized color-line priors",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "64-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202891"}

@inproceedings{bb207719,
        AUTHOR = "Mai, L. and Liu, F.",
        TITLE = "Kernel fusion for better image deblurring",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "371-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202892"}

@inproceedings{bb207720,
        AUTHOR = "Chabardes, T. and Marcotegui, B.",
        TITLE = "Local Blur Estimation Based on Toggle Mapping",
        BOOKTITLE = ISMM15,
        YEAR = "2015",
        PAGES = "146-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202893"}

@inproceedings{bb207721,
        AUTHOR = "Ferris, M.H. and Blasen, E. and McLaughlin, M.",
        TITLE = "Extension of no-reference deblurring methods through image fusion",
        BOOKTITLE = AIPR14,
        YEAR = "2014",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202894"}

@inproceedings{bb207722,
        AUTHOR = "McLaughlin, M.J. and Lin, E.U. and Blasch, E. and Bubalo, A. and Cornacchia, M. and Alford, M. and Thomas, M.",
        TITLE = "Multi-resolution deblurring",
        BOOKTITLE = AIPR14,
        YEAR = "2014",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202895"}

@inproceedings{bb207723,
        AUTHOR = "Barsky, B.A. and Huang, F.C. and Lanman, D. and Wetzstein, G. and Raskar, R.",
        TITLE = "Vision Correcting Displays Based on Inverse Blurring and Aberration
Compensation",
        BOOKTITLE = ACVR14,
        YEAR = "2014",
        PAGES = "524-538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202896"}

@inproceedings{bb207724,
        AUTHOR = "Schelten, K. and Roth, S.",
        TITLE = "Localized Image Blur Removal through Non-parametric Kernel Estimation",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "702-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202897"}

@inproceedings{bb207725,
        AUTHOR = "Sieberth, T. and Wackrow, R. and Chandler, J.H.",
        TITLE = "Influence of blur on feature matching and a geometric approach for
photogrammetric deblurring",
        BOOKTITLE = PCV14,
        YEAR = "2014",
        PAGES = "321-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202898"}

@inproceedings{bb207726,
        AUTHOR = "Bajic, B. and Lindblad, J. and Sladoje, N.",
        TITLE = "An Evaluation of Potential Functions for Regularized Image Deblurring",
        BOOKTITLE = ICIAR14,
        YEAR = "2014",
        PAGES = "I: 150-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202899"}

@inproceedings{bb207727,
        AUTHOR = "Fraser, K. and Arnold, D.V. and Dellaire, G.",
        TITLE = "Projected Barzilai-Borwein Method with Infeasible Iterates for
Nonnegative Least-Squares Image Deblurring",
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        YEAR = "2014",
        PAGES = "189-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202900"}

@inproceedings{bb207728,
        AUTHOR = "Zhang, Y. and Hirakawa, K.",
        TITLE = "Blur Processing Using Double Discrete Wavelet Transform",
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        YEAR = "2013",
        PAGES = "1091-1098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202901"}

@inproceedings{bb207729,
        AUTHOR = "Zheng, S.C. and Xu, L. and Jia, J.Y.",
        TITLE = "Forward Motion Deblurring",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1465-1472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202902"}

@inproceedings{bb207730,
        AUTHOR = "Xu, L. and Zheng, S.C. and Jia, J.Y.",
        TITLE = "Unnatural L0 Sparse Representation for Natural Image Deblurring",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1107-1114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202903"}

@inproceedings{bb207731,
        AUTHOR = "Hu, Z. and Yang, M.H.",
        TITLE = "Fast Non-uniform Deblurring using Constrained Camera Pose Subspace",
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        YEAR = "2012",
        PAGES = "136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202904"}

@inproceedings{bb207732,
        AUTHOR = "Goldstein, A. and Fattal, R.",
        TITLE = "Blur-Kernel Estimation from Spectral Irregularities",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "V: 622-635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202905"}

@inproceedings{bb207733,
        AUTHOR = "Baveye, Y. and Urban, F. and Chamaret, C.",
        TITLE = "Image and Video Saliency Models Improvement by Blur Identification",
        BOOKTITLE = ICCVG12,
        YEAR = "2012",
        PAGES = "280-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202906"}

@inproceedings{bb207734,
        AUTHOR = "Kee, E. and Paris, S. and Chen, S. and Wang, J.",
        TITLE = "Modeling and removing spatially-varying optical blur",
        BOOKTITLE = ICCP11,
        YEAR = "2011",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202907"}

@inproceedings{bb207735,
        AUTHOR = "Mobahi, H. and Zitnick, C.L. and Ma, Y.",
        TITLE = "Seeing through the blur",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1736-1743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202908"}

@inproceedings{bb207736,
        AUTHOR = "Firouzmanesh, A. and Boulanger, P.",
        TITLE = "Image De-blurring Using Shearlets",
        BOOKTITLE = CRV12,
        YEAR = "2012",
        PAGES = "167-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202909"}

@inproceedings{bb207737,
        AUTHOR = "Loktyushin, A. and Harmeling, S.",
        TITLE = "Automatic foreground-background refocusing",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "3445-3448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202910"}

@inproceedings{bb207738,
        AUTHOR = "Khan, R.A. and Dinet, E. and Konik, H.",
        TITLE = "Visual attention: Effects of blur",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "3289-3292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202911"}

@inproceedings{bb207739,
        AUTHOR = "Khan, R.A. and Konik, H. and Dinet, E.",
        TITLE = "Enhanced image saliency model based on blur identification",
        BOOKTITLE = IVCNZ10,
        YEAR = "2010",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202912"}

@inproceedings{bb207740,
        AUTHOR = "Chan, S.H. and Nguyen, T.Q.",
        TITLE = "Single image spatially variant out-of-focus blur removal",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "677-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202913"}

@inproceedings{bb207741,
        AUTHOR = "Trouve, P. and Champagnat, F. and Le Besnerais, G. and Idier, J.",
        TITLE = "Single image local blur identification",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "613-616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202914"}

@inproceedings{bb207742,
        AUTHOR = "Lefkimmiatis, S. and Unser, M.",
        TITLE = "A projected gradient algorithm for image restoration under Hessian
matrix-norm regularization",
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        YEAR = "2012",
        PAGES = "3029-3032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202915"}

@inproceedings{bb207743,
        AUTHOR = "Dogan, Z. and Lefkimmiatis, S. and Bourquard, A. and Unser, M.",
        TITLE = "A second-order extension of TV regularization for image deblurring",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "705-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202916"}

@inproceedings{bb207744,
        AUTHOR = "Schmidt, U. and Schelten, K. and Roth, S.",
        TITLE = "Bayesian deblurring with integrated noise estimation",
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        YEAR = "2011",
        PAGES = "2625-2632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202917"}

@inproceedings{bb207745,
        AUTHOR = "Soleimani, S. and Rooms, F. and Philips, W. and Tessens, L.",
        TITLE = "Image fusion using blur estimation",
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        YEAR = "2010",
        PAGES = "4397-4400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202918"}

@inproceedings{bb207746,
        AUTHOR = "Hu, Z. and Huang, J.B. and Yang, M.H.",
        TITLE = "Single image deblurring with adaptive dictionary learning",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1169-1172",
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@inproceedings{bb207747,
        AUTHOR = "Almansa, A. and Caron, J. and Durand, S.",
        TITLE = "Deblurring of irregularly sampled images by TV regularization in a
spline space",
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        YEAR = "2010",
        PAGES = "1181-1184",
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@inproceedings{bb207748,
        AUTHOR = "Hong, H.Y. and Park, I.K.",
        TITLE = "Single image motion deblurring using anisotropic regularization",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1149-1152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT202921"}

@inproceedings{bb207749,
        AUTHOR = "Wang, L. and Luo, S.W. and Wang, Z.",
        TITLE = "Image deblur with regularized backward heat diffusion",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1141-1144",
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@inproceedings{bb207750,
        AUTHOR = "Tico, M. and Pulli, K.A.",
        TITLE = "Image enhancement method via blur and noisy image fusion",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1521-1524",
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@inproceedings{bb207751,
        AUTHOR = "Jung, M.Y. and Marquina, A. and Vese, L.A.",
        TITLE = "Multiframe image restoration in the presence of noisy blur kernel",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
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@inproceedings{bb207752,
        AUTHOR = "Xiong, R.Q. and Ding, W.P. and Ma, S.W. and Gao, W.",
        TITLE = "A new image deblurring algorithm with less ringing artifacts via error
variance estimation and soft decision",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "701-704",
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@inproceedings{bb207753,
        AUTHOR = "Liang, L. and Chen, J.H. and Ma, S.W. and Zhao, D.B. and Gao, W.",
        TITLE = "A no-reference perceptual blur metric using histogram of gradient
profile sharpness",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "4369-4372",
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@inproceedings{bb207754,
        AUTHOR = "Namboodiri, V.P. and Chaudhuri, S.",
        TITLE = "Image Restoration using Geometrically Stabilized
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        YEAR = "2007",
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@inproceedings{bb207755,
        AUTHOR = "Loog, M. and Lauze, F.",
        TITLE = "Blur Invariant Image Priors",
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        YEAR = "2007",
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@inproceedings{bb207756,
        AUTHOR = "Mohan, A. and Huang, X. and Tumblin, J. and Raskar, R.",
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        BOOKTITLE = CVPR08,
        YEAR = "2008",
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@inproceedings{bb207757,
        AUTHOR = "Agrawal, A. and Raskar, R.",
        TITLE = "Resolving Objects at Higher Resolution from a Single Motion-blurred
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@inproceedings{bb207758,
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        TITLE = "Low Cost Robust Blur Estimator",
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        YEAR = "2006",
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@inproceedings{bb207759,
        AUTHOR = "Brown, M.S. and Song, P. and Cham, T.J.",
        TITLE = "Image Pre-Conditioning for Out-of-Focus Projector Blur",
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@inproceedings{bb207760,
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Generalized Gaussian MRF Image Prior Used in MAP Image Restoration",
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@inproceedings{bb207761,
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        YEAR = "2005",
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@inproceedings{bb207762,
        AUTHOR = "Welk, M. and Theis, D. and Weickert, J.",
        TITLE = "Variational Deblurring of Images with Uncertain and Spatially Variant
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@inproceedings{bb207763,
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@inproceedings{bb207764,
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@inproceedings{bb207765,
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@inproceedings{bb207770,
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@inproceedings{bb207774,
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        TITLE = "Blind Restoration of Images Degraded by Space-Variant Blurs Using Iterative
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@article{bb207794,
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@article{bb207796,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i778bid2.html#TT202969"}

@article{bb207797,
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@article{bb207798,
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@inproceedings{bb207799,
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