@inproceedings{bb233000,
        AUTHOR = "Yang, Y. and Pan, L.Y. and Liu, L. and Liu, M.",
        TITLE = "K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus
Deblurring",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13263-13272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228033"}

@inproceedings{bb233001,
        AUTHOR = "Das, S.K. and Shashavali, D. and Lee, S. and Shukla, A. and Bajpai, P.K.",
        TITLE = "Towards Synthesizing Realistic Data for Efficient On-Device Image
Deblurring",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "650-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228034"}

@inproceedings{bb233002,
        AUTHOR = "Rim, J. and Kim, G. and Kim, J. and Lee, J.Y. and Lee, S.Y. and Cho, S.",
        TITLE = "Realistic Blur Synthesis for Learning Image Deblurring",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VII:487-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228035"}

@inproceedings{bb233003,
        AUTHOR = "Tsai, F.J. and Peng, Y.T. and Lin, Y.Y. and Tsai, C.C. and Lin, C.W.",
        TITLE = "Stripformer: Strip Transformer for Fast Image Deblurring",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:146-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228036"}

@inproceedings{bb233004,
        AUTHOR = "Nair, N.G. and Yasarla, R. and Patel, V.M.",
        TITLE = "NBD-GAP: Non-Blind Image Deblurring without Clean Target Images",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3431-3435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228037"}

@inproceedings{bb233005,
        AUTHOR = "Li, D. and Zhang, Y. and Cheung, K.C. and Wang, X.G. and Qin, H.W. and Li, H.S.",
        TITLE = "Learning Degradation Representations for Image Deblurring",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVIII:736-753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228038"}

@inproceedings{bb233006,
        AUTHOR = "Gandikota, K.V. and Chandramouli, P. and Moeller, M.",
        TITLE = "On Adversarial Robustness of Deep Image Deblurring",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3161-3165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228039"}

@inproceedings{bb233007,
        AUTHOR = "Kim, I. and Lim, D. and Seo, Y. and Lee, J. and Choi, W. and Song, S.",
        TITLE = "Image Deblurring Using Deep Multi-Scale Distortion Prior",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "446-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228040"}

@inproceedings{bb233008,
        AUTHOR = "Fang, Y.Y. and Zhang, H. and Wong, H.S. and Zeng, T.Y.",
        TITLE = "A robust non-blind deblurring method using deep denoiser prior",
        BOOKTITLE = NTIRE22,
        YEAR = "2022",
        PAGES = "734-743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228041"}

@inproceedings{bb233009,
        AUTHOR = "Ruan, L.Y. and Chen, B. and Li, J.Z. and Lam, M.",
        TITLE = "Learning to Deblur using Light Field Generated and Real Defocus
Images",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16283-16292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228042"}

@inproceedings{bb233010,
        AUTHOR = "Zhang, M. and Fang, Y.Y. and Ni, G.X. and Zeng, T.Y.",
        TITLE = "Pixel screening based intermediate correction for blind deblurring",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "01-09",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228043"}

@inproceedings{bb233011,
        AUTHOR = "Abuolaim, A. and Afifi, M. and Brown, M.S.",
        TITLE = "Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur
Kernels",
        BOOKTITLE = ComputationalApp22,
        YEAR = "2022",
        PAGES = "701-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228044"}

@inproceedings{bb233012,
        AUTHOR = "Guan, Z.Q. and Tsai, E.H.R. and Huang, X.J. and Yager, K.G. and Qin, H.",
        TITLE = "Non-Blind Deblurring for Fluorescence:
A Deformable Latent Space Approach with Kernel Parameterization",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "101-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228045"}

@inproceedings{bb233013,
        AUTHOR = "Zhang, Y.N. and Liu, Y.M. and Li, Q. and Qi, M. and Xu, D. and Kong, J. and Wang, J.Z.",
        TITLE = "Image Deblurring based on Lightweight Multi-Information Fusion
Network",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1724-1728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228046"}

@inproceedings{bb233014,
        AUTHOR = "Chen, L. and Zhang, J.W. and Lin, S. and Fang, F. and Ren, J.S.",
        TITLE = "Blind Deblurring for Saturated Images",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6304-6312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228047"}

@inproceedings{bb233015,
        AUTHOR = "Tran, P. and Tran, A.T. and Phung, Q. and Hoai, M.",
        TITLE = "Explore Image Deblurring via Encoded Blur Kernel Space",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11951-11960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228048"}

@inproceedings{bb233016,
        AUTHOR = "Xu, R.K. and Xiao, Z. and Huang, J. and Zhang, Y.Y. and Xiong, Z.W.",
        TITLE = "EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "414-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228049"}

@inproceedings{bb233017,
        AUTHOR = "Zhang, C.F. and Zhang, W. and Chen, F.Y. and Cheng, Y.T. and Gao, S.Y. and Zhang, W.Q.",
        TITLE = "Global Cognition and Local Perception Network for Blind Image
Deblurring",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "I:303-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228050"}

@inproceedings{bb233018,
        AUTHOR = "Tomosada, H. and Kudo, T. and Fujisawa, T. and Ikehara, M.",
        TITLE = "GAN-Based Image Deblurring Using DCT Discriminator",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3675-3681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228051"}

@inproceedings{bb233019,
        AUTHOR = "Song, L. and Lam, E.Y.",
        TITLE = "MBD-GAN: Model-based image deblurring with a generative adversarial
network",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7306-7313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228052"}

@inproceedings{bb233020,
        AUTHOR = "Li, Y.W. and Luo, Y. and Lu, J.W.",
        TITLE = "Single Image Deblurring Using Bi-Attention Network",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5333-5339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228053"}

@inproceedings{bb233021,
        AUTHOR = "Takahashi, Y. and Kuhara, C. and Chikatsu, H.",
        TITLE = "Image Blur Detection Method Based on Gradient Information In
Directional Statistics",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B2:91-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228054"}

@inproceedings{bb233022,
        AUTHOR = "Sieberth, T.",
        TITLE = "Optical Blur Disturbs:
The Influence of Optical-Blurred Images In Photogrammtry",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B1:383-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228055"}

@inproceedings{bb233023,
        AUTHOR = "Rim, J.S. and Lee, H.Y. and Won, J.C. and Cho, S.Y.",
        TITLE = "Real-world Blur Dataset for Learning and Benchmarking Deblurring
Algorithms",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:184-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228056"}

@inproceedings{bb233024,
        AUTHOR = "Yan, X. and Zhao, W.B. and Yuan, K. and Zhang, R.M. and Li, Z. and Cui, S.G.",
        TITLE = "Towards Content-independent Multi-reference Super-resolution:
Adaptive Pattern Matching and Feature Aggregation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:52-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228057"}

@inproceedings{bb233025,
        AUTHOR = "Eboli, T. and Sun, J. and Ponce, J.",
        TITLE = "End-to-end Interpretable Learning of Non-blind Image Deblurring",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:314-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228058"}

@inproceedings{bb233026,
        AUTHOR = "Zhong, Z.H. and Gao, Y. and Zheng, Y.Q. and Zheng, B.",
        TITLE = "Efficient Spatio-temporal Recurrent Neural Network for Video Deblurring",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
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@inproceedings{bb233027,
        AUTHOR = "Lu, B. and Chen, J.C. and Chellappa, R.",
        TITLE = "Unsupervised Domain-Specific Deblurring via Disentangled
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        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10217-10226",
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@inproceedings{bb233028,
        AUTHOR = "Zhou, S.C. and Zhang, J.W. and Zuo, W.M. and Xie, H.Z. and Pan, J.S. and Ren, J.S.",
        TITLE = "DAVANet: Stereo Deblurring With View Aggregation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10988-10997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228061"}

@inproceedings{bb233029,
        AUTHOR = "Zhang, K. and Zuo, W.M. and Zhang, L.",
        TITLE = "Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels",
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        YEAR = "2019",
        PAGES = "1671-1681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228062"}

@inproceedings{bb233030,
        AUTHOR = "Esmaeilzehi, A. and Ahmad, M.O. and Swamy, M.N.S.",
        TITLE = "UPDCNN: A New Scheme for Image Upsampling and Deblurring Using a Deep
Convolutional Neural Network",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2154-2158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228063"}

@inproceedings{bb233031,
        AUTHOR = "Zhang, R.",
        TITLE = "Blur Detection via Phase Spectrum",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228064"}

@inproceedings{bb233032,
        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#TT228065"}

@inproceedings{bb233033,
        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#TT228066"}

@inproceedings{bb233034,
        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",
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@inproceedings{bb233035,
        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",
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@inproceedings{bb233036,
        AUTHOR = "Liu, D.W. and Klette, R.",
        TITLE = "Blur Estimation for Natural Edge Appearance in Computational
Photography",
        BOOKTITLE = "PSIVTWS17",
        YEAR = "2017",
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@inproceedings{bb233037,
        AUTHOR = "Xue, F. and Xue, L. and Liu, J.Q.",
        TITLE = "A family of risk estimators as criteria for PSF estimation:
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        YEAR = "2017",
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@inproceedings{bb233038,
        AUTHOR = "Li, J. and Xue, F. and Blu, T.",
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        YEAR = "2017",
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@inproceedings{bb233039,
        AUTHOR = "Cho, S. and Lee, S.",
        TITLE = "Convergence Analysis of MAP Based Blur Kernel Estimation",
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        YEAR = "2017",
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@inproceedings{bb233040,
        AUTHOR = "Yan, Y. and Ren, W. and Guo, Y. and Wang, R. and Cao, X.",
        TITLE = "Image Deblurring via Extreme Channels Prior",
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        YEAR = "2017",
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@inproceedings{bb233041,
        AUTHOR = "Pires, R.G. and Fernandes, S.E.N. and Papa, J.P.",
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        YEAR = "2017",
        PAGES = "II: 230-240",
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@inproceedings{bb233042,
        AUTHOR = "Pergoloni, S. and Biagi, M. and Colonnese, S. and Cusani, R. and Scarano, G.",
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        YEAR = "2016",
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@inproceedings{bb233043,
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        TITLE = "Blur kernel estimation using blurry structure",
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@inproceedings{bb233045,
        AUTHOR = "Wong, J.S.M. and Chan, C.S.",
        TITLE = "Restoration of Blurred-Noisy Images Through the Concept of Bilevel
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        YEAR = "2015",
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@inproceedings{bb233046,
        AUTHOR = "Zhu, M.Y. and Cao, Z.G. and Xiao, Y. and Xie, X.K.",
        TITLE = "Beyond local phase quantization: Mid-level blurred image
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        BOOKTITLE = ICIP15,
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@inproceedings{bb233047,
        AUTHOR = "Kotera, J. and Zitova, B. and Sroubek, F.",
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        YEAR = "2015",
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@inproceedings{bb233048,
        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",
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@inproceedings{bb233049,
        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",
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@inproceedings{bb233050,
        AUTHOR = "Mai, L. and Liu, F.",
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@inproceedings{bb233051,
        AUTHOR = "Chabardes, T. and Marcotegui, B.",
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        YEAR = "2015",
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@inproceedings{bb233052,
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@inproceedings{bb233053,
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@inproceedings{bb233054,
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@inproceedings{bb233055,
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@inproceedings{bb233056,
        AUTHOR = "Sieberth, T. and Wackrow, R. and Chandler, J.H.",
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@inproceedings{bb233057,
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@inproceedings{bb233058,
        AUTHOR = "Fraser, K. and Arnold, D.V. and Dellaire, G.",
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@inproceedings{bb233059,
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@inproceedings{bb233060,
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@inproceedings{bb233061,
        AUTHOR = "Xu, L. and Zheng, S.C. and Jia, J.Y.",
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@inproceedings{bb233063,
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        YEAR = "2012",
        PAGES = "V: 622-635",
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@inproceedings{bb233064,
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        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#TT228097"}

@inproceedings{bb233065,
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        YEAR = "2011",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228098"}

@inproceedings{bb233066,
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        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1736-1743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i777.html#TT228099"}

@inproceedings{bb233067,
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        YEAR = "2012",
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@inproceedings{bb233068,
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        TITLE = "Automatic foreground-background refocusing",
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        PAGES = "3445-3448",
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@inproceedings{bb233069,
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@inproceedings{bb233070,
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        TITLE = "Enhanced image saliency model based on blur identification",
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        YEAR = "2010",
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@inproceedings{bb233071,
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        TITLE = "Single image spatially variant out-of-focus blur removal",
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        YEAR = "2011",
        PAGES = "677-680",
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@inproceedings{bb233072,
        AUTHOR = "Trouve, P. and Champagnat, F. and Le Besnerais, G. and Idier, J.",
        TITLE = "Single image local blur identification",
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        YEAR = "2011",
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@inproceedings{bb233073,
        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",
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@inproceedings{bb233074,
        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",
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@inproceedings{bb233075,
        AUTHOR = "Schmidt, U. and Schelten, K. and Roth, S.",
        TITLE = "Bayesian deblurring with integrated noise estimation",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2625-2632",
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@inproceedings{bb233076,
        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#TT228109"}

@inproceedings{bb233077,
        AUTHOR = "Hu, Z. and Huang, J.B. and Yang, M.H.",
        TITLE = "Single image deblurring with adaptive dictionary learning",
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        YEAR = "2010",
        PAGES = "1169-1172",
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@inproceedings{bb233078,
        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",
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@inproceedings{bb233079,
        AUTHOR = "Hong, H.Y. and Park, I.K.",
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        YEAR = "2010",
        PAGES = "1149-1152",
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@inproceedings{bb233080,
        AUTHOR = "Wang, L. and Luo, S.W. and Wang, Z.",
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        YEAR = "2010",
        PAGES = "1141-1144",
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@inproceedings{bb233081,
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        TITLE = "Image enhancement method via blur and noisy image fusion",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1521-1524",
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@inproceedings{bb233082,
        AUTHOR = "Jung, M.Y. and Marquina, A. and Vese, L.A.",
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        YEAR = "2009",
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@inproceedings{bb233083,
        AUTHOR = "Xiong, R.Q. and Ding, W.P. and Ma, S.W. and Gao, W.",
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variance estimation and soft decision",
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@inproceedings{bb233084,
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profile sharpness",
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@inproceedings{bb233085,
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@inproceedings{bb233086,
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@inproceedings{bb233087,
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@inproceedings{bb233088,
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@inproceedings{bb233089,
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@inproceedings{bb233090,
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@inproceedings{bb233091,
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@inproceedings{bb233092,
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@inproceedings{bb233093,
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@inproceedings{bb233094,
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@inproceedings{bb233095,
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@inproceedings{bb233096,
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        YEAR = "2004",
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@inproceedings{bb233097,
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@inproceedings{bb233098,
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@inproceedings{bb233099,
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