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        AUTHOR = "Gupta, M. and Tian, Y.D. and Narasimhan, S.G. and Zhang, L.",
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@article{bb65704,
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@article{bb65705,
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        TITLE = "Smart Depth of Field Optimization Applied to a Robotised View Camera",
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@inproceedings{bb65707,
        AUTHOR = "Li, W.M. and Li, Y.F. and Wu, Y.H.",
        TITLE = "A Model Based Method for Overall Well Focused Catadioptric Image
Acquisition with Multi-focal Images",
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@article{bb65708,
        AUTHOR = "Liu, N.Z. and Zheng, X.M. and Sun, H. and Tan, X.Y.",
        TITLE = "Two-dimensional bar code out-of-focus deblurring via the Increment
Constrained Least Squares filter",
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@article{bb65709,
        AUTHOR = "Pertuz, S. and Puig, D. and Garcia, M.A. and Fusiello, A.",
        TITLE = "Generation of All-in-Focus Images by Noise-Robust Selective Fusion of
Limited Depth-of-Field Images",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63411"}

@article{bb65710,
        AUTHOR = "Pertuz, S. and Garcia, M.A. and Puig, D.",
        TITLE = "Efficient Focus Sampling Through Depth-of-Field Calibration",
        JOURNAL = IJCV,
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@article{bb65711,
        AUTHOR = "Lee, J. and Paik, J.",
        TITLE = "Uniform depth region-based registration between colour channels and its
application to single camera-based multifocusing",
        JOURNAL = IET-IPR,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63413"}

@article{bb65712,
        AUTHOR = "Ahn, S. and Chong, J.",
        TITLE = "A Novel Search Approach for Blur Kernel Estimation of Defocused Image
Restoration",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
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@article{bb65713,
        AUTHOR = "Zografos, V. and Lenz, R. and Felsberg, M.",
        TITLE = "The Weibull manifold in low-level image processing: An application to
automatic image focusing",
        JOURNAL = IVC,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63415"}

@article{bb65714,
        AUTHOR = "Cao, Y. and Fang, S. and Wang, Z.",
        TITLE = "Digital Multi-Focusing From a Single Photograph Taken With an
Uncalibrated Conventional Camera",
        JOURNAL = IP,
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        PAGES = "3703-3714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63416"}

@article{bb65715,
        AUTHOR = "Chun, M.G. and Kong, S.G.",
        TITLE = "Focusing in thermal imagery using morphological gradient operator",
        JOURNAL = PRL,
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63417"}

@article{bb65716,
        AUTHOR = "Yang, T. and Zhang, Y.N. and Yu, R. and Zhang, X.Q. and Chen, T. and Ran, L.Y. and Song, Z.X. and Ma, W.G.",
        TITLE = "Simultaneous active camera array focus plane estimation and occluded
moving object imaging",
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        YEAR = "2014",
        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63418"}

@article{bb65717,
        AUTHOR = "Vu, D.T. and Chidester, B. and Yang, H.S. and Do, M.N. and Lu, J.B.",
        TITLE = "Efficient Hybrid Tree-Based Stereo Matching With Applications to
Postcapture Image Refocusing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63419"}

@article{bb65718,
        AUTHOR = "Marston, T.M. and Plotnick, D.S.",
        TITLE = "Semiparametric Statistical Stripmap Synthetic Aperture Autofocusing",
        JOURNAL = GeoRS,
        VOLUME = "53",
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63420"}

@article{bb65719,
        AUTHOR = "Plotnick, D.S. and Marston, T.M.",
        TITLE = "Utilization of Aspect Angle Information in Synthetic Aperture Images",
        JOURNAL = GeoRS,
        VOLUME = "56",
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@article{bb65720,
        AUTHOR = "Lin, Y.B. and Young, C.P. and Lin, C.H.",
        TITLE = "Non-iterative and spatial domain focus map estimation based on
intentional re-blur from a single image (NasBirSi)",
        JOURNAL = JVCIR,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63422"}

@article{bb65721,
        AUTHOR = "Chen, R. and van Beek, P.",
        TITLE = "Improving the accuracy and low-light performance of contrast-based
autofocus using supervised machine learning",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63423"}

@inproceedings{bb65722,
        AUTHOR = "Yitzhaky, Y. and Aloni, D.",
        TITLE = "Integral imaging for 3D object detection",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2015",
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@inproceedings{bb65723,
        AUTHOR = "Galstian, T.",
        TITLE = "Novel approach to autofocus imaging for mobile cameras",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63425"}

@article{bb65724,
        AUTHOR = "Gaidhane, V.H. and Hote, Y.V. and Singh, V.",
        TITLE = "Image focus measure based on polynomial coefficients and spectral
radius",
        JOURNAL = SIViP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63426"}

@article{bb65725,
        AUTHOR = "Zhang, X.X. and Wang, R.G. and Jiang, X.B. and Wang, W.M. and Gao, W.",
        TITLE = "Spatially variant defocus blur map estimation and deblurring from a
single image",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63427"}

@article{bb65726,
        AUTHOR = "Yan, R.M. and Shao, L.",
        TITLE = "Blind Image Blur Estimation via Deep Learning",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1910-1921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63428"}

@inproceedings{bb65727,
        AUTHOR = "Yan, R.M. and Shao, L.",
        TITLE = "Image Blur Classification and Parameter Identification Using Two-stage
Deep Belief Networks",
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        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63429"}

@article{bb65728,
        AUTHOR = "Yi, X. and Eramian, M.",
        TITLE = "LBP-Based Segmentation of Defocus Blur",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1626-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63430"}

@article{bb65729,
        AUTHOR = "Saad, E. and Hirakawa, K.",
        TITLE = "Defocus Blur-Invariant Scale-Space Feature Extractions",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3141-3156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63431"}

@article{bb65730,
        AUTHOR = "Jeong, Y. and Lee, S. and Kwon, S. and Lee, S.",
        TITLE = "Expressive chromatic accumulation buffering for defocus blur",
        JOURNAL = VC,
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        PAGES = "1025-1034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63432"}

@article{bb65731,
        AUTHOR = "Haque, S. and Rahman, S.M.M. and Hatzinakos, D.",
        TITLE = "Gaussian-Hermite moment-based depth estimation from single still
image for stereo vision",
        JOURNAL = JVCIR,
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        YEAR = "2016",
        NUMBER = "1",
        PAGES = "281-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63433"}

@article{bb65732,
        AUTHOR = "Jemec, J. and Pernus, F. and Likar, B. and Burmen, M.",
        TITLE = "2D Sub-pixel Point Spread Function Measurement Using a Virtual
Point-Like Source",
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        NUMBER = "3",
        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63434"}

@article{bb65733,
        AUTHOR = "Kanojia, G. and Raman, S.",
        TITLE = "Postcapture Focusing Using Regression Forest",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63435"}

@article{bb65734,
        AUTHOR = "Liu, Y.T. and Gu, K. and Zhai, G.T. and Liu, X.M. and Zhao, D.B. and Gao, W.",
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63436"}

@inproceedings{bb65735,
        AUTHOR = "Liu, Y.T. and Zhai, G.T. and Liu, X.M. and Zhao, D.B.",
        TITLE = "Quality assessment for out-of-focus blurred images",
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        YEAR = "2015",
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@article{bb65736,
        AUTHOR = "Tung, S.S. and Hwang, W.L.",
        TITLE = "Multiple depth layers and all-in-focus image generations by blurring
and deblurring operations",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63438"}

@article{bb65737,
        AUTHOR = "Pertuz, S. and Garcia, M.A. and Puig, D. and Arguello, H.",
        TITLE = "A Closed-Form Focus Profile Model for Conventional Digital Cameras",
        JOURNAL = IJCV,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63439"}

@article{bb65738,
        AUTHOR = "Li, X.F. and Wang, L.L. and Wang, J. and Zhang, X.L.",
        TITLE = "Multi-focus image fusion algorithm based on multilevel morphological
component analysis and support vector machine",
        JOURNAL = IET-IPR,
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        NUMBER = "10",
        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63440"}

@article{bb65739,
        AUTHOR = "Masoudifar, M. and Pourreza, H.R.",
        TITLE = "Analysis and design of coded apertures for defocus deblurring based on
imaging system properties and optical features",
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        NUMBER = "12",
        MONTH = "Dec",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63441"}

@article{bb65740,
        AUTHOR = "Karaali, A. and Jung, C.R.",
        TITLE = "Edge-Based Defocus Blur Estimation With Adaptive Scale Selection",
        JOURNAL = IP,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63442"}

@inproceedings{bb65741,
        AUTHOR = "Karaali, A. and Jung, C.R.",
        TITLE = "Adaptive scale selection for multiresolution defocus blur estimation",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63443"}

@article{bb65742,
        AUTHOR = "Zhang, Z. and Liu, Y. and Xiong, Z. and Li, J. and Zhang, M.J.",
        TITLE = "Focus and Blurriness Measure Using Reorganized DCT Coefficients for
an Autofocus Application",
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        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63444"}

@inproceedings{bb65743,
        AUTHOR = "Zhang, Z. and Liu, Y. and Tan, X. and Zhang, M.J.",
        TITLE = "Robust Sharpness Metrics Using Reorganized DCT Coefficients for
Auto-Focus Application",
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63445"}

@article{bb65744,
        AUTHOR = "de Paul, A.G. and Sanchez, R.F. and Issolio, L.A.",
        TITLE = "Determination of the optimum double-pass image through focus
operators",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63446"}

@article{bb65745,
        AUTHOR = "Yang, C.C. and Huang, S.K. and Shih, K.T. and Chen, H.H.",
        TITLE = "Analysis of Disparity Error for Stereo Autofocus",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63447"}

@article{bb65746,
        AUTHOR = "Zhang, C. and Hou, G.Q. and Zhang, Z.X. and Sun, Z.A. and Tan, T.N.",
        TITLE = "Efficient auto-refocusing for light field camera",
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@article{bb65747,
        AUTHOR = "Molnar, J. and Eichhardt, I.",
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correspondence",
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@inproceedings{bb65748,
        AUTHOR = "Hajder, L. and Eichhardt, I.",
        TITLE = "Computer Vision Meets Geometric Modeling: Multi-view Reconstruction
of Surface Points and Normals Using Affine Correspondences",
        BOOKTITLE = Multiview17,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT63450"}

@article{bb65749,
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@article{bb65750,
        AUTHOR = "Barath, D. and Eichhardt, I. and Hajder, L.",
        TITLE = "Optimal Multi-View Surface Normal Estimation Using Affine
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@inproceedings{bb65751,
        AUTHOR = "Barath, D. and Toth, T. and Hajder, L.",
        TITLE = "A Minimal Solution for Two-View Focal-Length Estimation Using Two
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@article{bb65752,
        AUTHOR = "Zeng, K. and Wang, Y. and Mao, J. and Liu, J. and Peng, W. and Chen, N.",
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@article{bb65753,
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@article{bb65754,
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@article{bb65755,
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@article{bb65756,
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@inproceedings{bb65757,
        AUTHOR = "Zhao, W.D. and Zhao, F. and Wang, D. and Lu, H.C.",
        TITLE = "Defocus Blur Detection via Multi-stream Bottom-Top-Bottom Fully
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@article{bb65760,
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@article{bb65761,
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        TITLE = "Robust control point estimation with an out-of-focus camera
calibration pattern",
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@article{bb65762,
        AUTHOR = "Yang, J.G. and Xiao, C. and Wang, Y.Q. and An, C.J. and An, W.",
        TITLE = "High-precision refocusing method with one
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        JOURNAL = IET-IPR,
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        YEAR = "2020",
        NUMBER = "15",
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@article{bb65763,
        AUTHOR = "Liu, Y.Q. and Du, X. and Shen, H.L. and Chen, S.J.",
        TITLE = "Estimating Generalized Gaussian Blur Kernels for Out-of-Focus Image
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        JOURNAL = CirSysVideo,
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        YEAR = "2021",
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@inproceedings{bb65764,
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        TITLE = "Defocus Deblurring Using Dual-pixel Data",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:111-126",
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@inproceedings{bb65765,
        AUTHOR = "Zhang, N. and Yan, J.C.",
        TITLE = "Rethinking the Defocus Blur Detection Problem and a Real-time Deep Dbd
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        BOOKTITLE = ECCV20,
        YEAR = "2020",
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@inproceedings{bb65766,
        AUTHOR = "Herrmann, C. and Strong Bowen, R. and Wadhwa, N. and Garg, R. and He, Q. and Barron, J.T. and Zabih, R.",
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@inproceedings{bb65767,
        AUTHOR = "Abuolaim, A. and Brown, M.S.",
        TITLE = "Online Lens Motion Smoothing for Video Autofocus",
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@inproceedings{bb65768,
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@inproceedings{bb65769,
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Using Theoretical Thresholding and Graphcuts",
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@inproceedings{bb65770,
        AUTHOR = "Andrade, J. and Turaga, P. and Spanias, A.",
        TITLE = "Spatially-Varying Sharpness Map Estimation Based on the Quotient of
Spectral Bands",
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@inproceedings{bb65771,
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@inproceedings{bb65772,
        AUTHOR = "Abuolaim, A. and Punnappurath, A. and Brown, M.S.",
        TITLE = "Revisiting Autofocus for Smartphone Cameras",
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@inproceedings{bb65773,
        AUTHOR = "Portilla, J. and Barbero, S.",
        TITLE = "Comparing optical to digital metrics: What is the optimal defocus in
a rotationally symmetric system?",
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        YEAR = "2017",
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@inproceedings{bb65774,
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        TITLE = "Enhancement of phase detection for autofocus",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "41-45",
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@inproceedings{bb65775,
        AUTHOR = "Wei, Z.Q. and Su, X.Q.",
        TITLE = "Autofocus window selection algorithm based on visual saliency",
        BOOKTITLE = ICIVC17,
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@inproceedings{bb65776,
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        TITLE = "Geometry-based PSF estimation and deblurring of defocused images with
depth information",
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@inproceedings{bb65777,
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@inproceedings{bb65778,
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@inproceedings{bb65780,
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@inproceedings{bb65781,
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@inproceedings{bb65782,
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@inproceedings{bb65785,
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@inproceedings{bb65786,
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@inproceedings{bb65787,
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@inproceedings{bb65788,
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@inproceedings{bb65789,
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@inproceedings{bb65790,
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@inproceedings{bb65795,
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@inproceedings{bb65796,
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@inproceedings{bb65797,
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@inproceedings{bb65798,
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@inproceedings{bb65799,
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