@article{bb81300,
        AUTHOR = "Subramanian, A. and Iyer, L.R. and Abbott, A.L. and Bell, A.E.",
        TITLE = "Segmentation and range sensing using a moving-aperture lens",
        JOURNAL = MVA,
        VOLUME = "15",
        YEAR = "2003",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "46-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78641"}

@inproceedings{bb81301,
        AUTHOR = "Bell, A.E. and Abbott, A.L. and Iyer, L.R. and Subramanian, A.",
        TITLE = "Segmentation and range sensing using a moving-aperture lens",
        BOOKTITLE = ICCV01,
        YEAR = "2001",
        PAGES = "II: 500-507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78641"}

@article{bb81302,
        AUTHOR = "Rajagopalan, A.N. and Chaudhuri, S. and Mudenagudi, U.",
        TITLE = "Depth Estimation and Image Restoration Using Defocused Stereo Pairs",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1521-1525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78642"}

@inproceedings{bb81303,
        AUTHOR = "Mudenagudi, U. and Chaudhuri, S.",
        TITLE = "Depth Estimation using Defocused Stereo Image Pairs",
        BOOKTITLE = ICCV99,
        YEAR = "1999",
        PAGES = "483-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78643"}

@article{bb81304,
        AUTHOR = "Ma, L. and Staunton, R.C.",
        TITLE = "Integration of multiresolution image segmentation and neural networks
for object depth recovery",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "985-996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78644"}

@article{bb81305,
        AUTHOR = "Raj, A.N.J. and Staunton, R.C.",
        TITLE = "Rational filter design for depth from defocus",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "198-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78645"}

@article{bb81306,
        AUTHOR = "Raj, A.N.J. and Staunton, R.C.",
        TITLE = "Video-rate calculation of depth from defocus on a FPGA",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "469-480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78646"}

@article{bb81307,
        AUTHOR = "Ahmad, M.B. and Choi, T.S.",
        TITLE = "A Heuristic Approach for Finding Best Focused Shape",
        JOURNAL = CirSysVideo,
        VOLUME = "15",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "566-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78647"}

@article{bb81308,
        AUTHOR = "Malik, A.S. and Choi, T.S.",
        TITLE = "Consideration of illumination effects and optimization of window size
for accurate calculation of depth map for 3D shape recovery",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "154-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78648"}

@article{bb81309,
        AUTHOR = "Malik, A.S. and Choi, T.S.",
        TITLE = "A novel algorithm for estimation of depth map using image focus for 3D
shape recovery in the presence of noise",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2200-2225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78649"}

@inproceedings{bb81310,
        AUTHOR = "Malik, A.S. and Choi, T.S.",
        TITLE = "Noise Analysis for Depth Estimation",
        BOOKTITLE = BVAI07,
        YEAR = "2007",
        PAGES = "328-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78650"}

@inproceedings{bb81311,
        AUTHOR = "Mannan, S.M. and Malik, A.S. and Choi, T.S.",
        TITLE = "Affects of illumination on 3D shape recovery",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1496-1499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78651"}

@inproceedings{bb81312,
        AUTHOR = "Malik, A.S. and Choi, T.S.",
        TITLE = "Depth Estimation by Finding Best Focused Points Using Line Fitting",
        BOOKTITLE = ICISP08,
        YEAR = "2008",
        PAGES = "120-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78652"}

@inproceedings{bb81313,
        AUTHOR = "Malik, A.S. and Choi, T.S.",
        TITLE = "Finding best focused points using intersection of two lines",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1952-1955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78653"}

@article{bb81314,
        AUTHOR = "Shim, S.O. and Choi, T.S.",
        TITLE = "A novel iterative shape from focus algorithm based on combinatorial
optimization",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3338-3347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78654"}

@inproceedings{bb81315,
        AUTHOR = "Shim, S.O. and Choi, T.S.",
        TITLE = "Accurate 3D shape estimation based on combinatorial optimization",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "3777-3780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78655"}

@article{bb81316,
        AUTHOR = "Malik, A.S. and Song, T.L. and Choi, T.S.",
        TITLE = "Depth map estimation based on linear regression using image focus",
        JOURNAL = IJIST,
        VOLUME = "21",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "241-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78656"}

@inproceedings{bb81317,
        AUTHOR = "Malik, A.S. and Shim, S.O. and Choi, T.S.",
        TITLE = "Depth Map Estimation using a Robust Focus Measure",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "VI: 564-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78657"}

@article{bb81318,
        AUTHOR = "Rahmat, R. and Malik, A.S. and Kamel, N. and Nisar, H.",
        TITLE = "3D shape from focus using LULU operators and discrete pulse transform
in the presence of noise",
        JOURNAL = JVCIR,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "303-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78658"}

@inproceedings{bb81319,
        AUTHOR = "Mannan, S.M. and Malik, A.S. and Nisar, H. and Choi, T.S.",
        TITLE = "Rectification of Illumination in Images Used for Shape from Focus",
        BOOKTITLE = ISVC06,
        YEAR = "2006",
        PAGES = "II: 166-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78659"}

@article{bb81320,
        AUTHOR = "Mahmood, M.T. and Choi, T.S.",
        TITLE = "3D shape recovery from image focus using kernel regression in
eigenspace",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "634-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78660"}

@inproceedings{bb81321,
        AUTHOR = "Mahmood, M.T. and Choi, T.S.",
        TITLE = "Shape from focus using kernel regression",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "4293-4296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78661"}

@inproceedings{bb81322,
        AUTHOR = "Mahmood, M.T. and Choi, T.S.",
        TITLE = "A feature analysis approach to estimate 3D Shape from Image Focus",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "3216-3219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78662"}

@article{bb81323,
        AUTHOR = "Mahmood, M.T. and Choi, T.S.",
        TITLE = "Nonlinear Approach for Enhancement of Image Focus Volume in Shape From
Focus",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2866-2873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78663"}

@article{bb81324,
        AUTHOR = "Ali, U. and Mahmood, M.T.",
        TITLE = "Robust Focus Volume Regularization in Shape From Focus",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "7215-7227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78664"}

@article{bb81325,
        AUTHOR = "Ali, U. and Mahmood, M.T.",
        TITLE = "3D Shape Recovery by Aggregating 3D Wavelet Transform-Based Image Focus
Volumes Through 3D Weighted Least Squares",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "54-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78665"}

@article{bb81326,
        AUTHOR = "Ali, U. and Mahmood, M.T.",
        TITLE = "Energy minimization for image focus volume in shape from focus",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78666"}

@inproceedings{bb81327,
        AUTHOR = "Asif, M. and Malik, A.S. and Choi, T.S.",
        TITLE = "3D Shape Recovery from Image Defocus Using Wavelet Analysis",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 1025-1028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78667"}

@article{bb81328,
        AUTHOR = "Muhammad, M.S. and Choi, T.S.",
        TITLE = "Sampling for Shape from Focus in Optical Microscopy",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "564-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78668"}

@inproceedings{bb81329,
        AUTHOR = "Muhammad, M.S. and Choi, T.S.",
        TITLE = "An unorthodox approach towards shape from focus",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "2965-2968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78669"}

@inproceedings{bb81330,
        AUTHOR = "Muhammad, M.S. and Choi, T.S.",
        TITLE = "3D shape recovery by image focus using Lorentzian-Cauchy function",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "4065-4068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78670"}

@article{bb81331,
        AUTHOR = "Namboodiri, V.P. and Chaudhuri, S.",
        TITLE = "On defocus, diffusion and depth estimation",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "311-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78671"}

@inproceedings{bb81332,
        AUTHOR = "Namboodiri, V.P. and Chaudhuri, S. and Hadap, S.I.",
        TITLE = "Regularized depth from defocus",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1520-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78672"}

@inproceedings{bb81333,
        AUTHOR = "Namboodiri, V.P. and Chaudhuri, S.",
        TITLE = "Recovery of relative depth from a single observation using an
uncalibrated (real-aperture) camera",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78673"}

@inproceedings{bb81334,
        AUTHOR = "Namboodiri, V.P. and Chaudhuri, S.",
        TITLE = "Shape Recovery Using Stochastic Heat Flow",
        BOOKTITLE = BMVC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78674"}

@article{bb81335,
        AUTHOR = "Kubota, A. and Aizawa, K. and Chen, T.",
        TITLE = "Reconstructing Dense Light Field From Array of Multifocus Images for
Novel View Synthesis",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "269-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78675"}

@inproceedings{bb81336,
        AUTHOR = "Kubota, A. and Aizawa, K.",
        TITLE = "A novel image-based rendering method by linear filtering of multiple
focused images acquired by a camera array",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "III: 701-704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78676"}

@inproceedings{bb81337,
        AUTHOR = "Kubota, A. and Aizawa, K.",
        TITLE = "A New Approach to Depth Range Detection by Producing Depth-dependent
Blurring Effect",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "III: 740-743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78677"}

@article{bb81338,
        AUTHOR = "Pradeep, K.S. and Rajagopalan, A.N.",
        TITLE = "Improving Shape From Focus Using Defocus Cue",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1920-1925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78678"}

@inproceedings{bb81339,
        AUTHOR = "Pradeep, K.S. and Rajagopalan, A.N.",
        TITLE = "Improving Shape from Focus Using Defocus Information",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 731-734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78679"}

@article{bb81340,
        AUTHOR = "Sahay, R.R. and Rajagopalan, A.N.",
        TITLE = "Harnessing defocus blur to recover high-resolution information in
shape-from-focus technique",
        JOURNAL = IET-CV,
        VOLUME = "2",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "50-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78680"}

@article{bb81341,
        AUTHOR = "Sahay, R.R. and Rajagopalan, A.N.",
        TITLE = "Extension of the shape from focus method for reconstruction of
high-resolution images",
        JOURNAL = JOSA-A,
        VOLUME = "24",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3649-3657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78681"}

@inproceedings{bb81342,
        AUTHOR = "Sahay, R.R. and Rajagopalan, A.N.",
        TITLE = "High Resolution Image Reconstruction in Shape from Focus",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "II: 69-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78682"}

@article{bb81343,
        AUTHOR = "Sahay, R.R. and Rajagopalan, A.N.",
        TITLE = "Joint image and depth completion in shape-from-focus:
Taking a cue from parallax",
        JOURNAL = JOSA-A,
        VOLUME = "27",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1203-1213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78683"}

@article{bb81344,
        AUTHOR = "Sahay, R.R. and Rajagopalan, A.N.",
        TITLE = "Dealing With Parallax in Shape-From-Focus",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "558-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78684"}

@inproceedings{bb81345,
        AUTHOR = "Sahay, R.R. and Rajagopalan, A.N.",
        TITLE = "Real Aperture Axial Stereo: Solving for Correspondences in Blur",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "362-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78685"}

@inproceedings{bb81346,
        AUTHOR = "Kumar, G.P. and Sahay, R.R.",
        TITLE = "Accurate Structure Recovery via Weighted Nuclear Norm:
A Low Rank Approach to Shape-from-Focus",
        BOOKTITLE = Matrix-Tensor17,
        YEAR = "2017",
        PAGES = "563-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78686"}

@article{bb81347,
        AUTHOR = "Blayvas, I. and Kimmel, R. and Rivlin, E.",
        TITLE = "Role of optics in the accuracy of depth-from-defocus systems",
        JOURNAL = JOSA-A,
        VOLUME = "24",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "967-972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78687"}

@article{bb81348,
        AUTHOR = "Li, S.T. and Yang, B.",
        TITLE = "Multifocus image fusion using region segmentation and spatial frequency",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "971-979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78688"}

@article{bb81349,
        AUTHOR = "Li, S.T. and Yang, B.",
        TITLE = "Multifocus image fusion by combining curvelet and wavelet transform",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1295-1301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78689"}

@inproceedings{bb81350,
        AUTHOR = "Aydin, T. and Akgul, Y.S.",
        TITLE = "A New Adaptive Focus Measure for Shape From Focus",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78690"}

@article{bb81351,
        AUTHOR = "Thelen, A. and Frey, S. and Hirsch, S. and Hering, P.",
        TITLE = "Improvements in Shape-From-Focus for Holographic Reconstructions With
Regard to Focus Operators, Neighborhood-Size, and Height Value
Interpolation",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "151-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78691"}

@article{bb81352,
        AUTHOR = "Tsomko, E. and Kim, H.J. and Izquierdo, E.",
        TITLE = "Linear Gaussian blur evolution for detection of blurry images",
        JOURNAL = IET-IPR,
        VOLUME = "4",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "302-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78692"}

@article{bb81353,
        AUTHOR = "Diaz, F. and Goudail, F. and Loiseaux, B. and Huignard, J.P.",
        TITLE = "Comparison of depth-of-focus-enhancing pupil masks based on a
signal-to-noise-ratio criterion after deconvolution",
        JOURNAL = JOSA-A,
        VOLUME = "27",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2123-2131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78693"}

@article{bb81354,
        AUTHOR = "Minhas, R. and Mohammed, A.A. and Wu, Q.M.J.",
        TITLE = "Shape from focus using fast discrete curvelet transform",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "839-853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78694"}

@inproceedings{bb81355,
        AUTHOR = "Minhas, R. and Mohammed, A.A. and Wu, Q.M.J. and Sid Ahmed, M.A.",
        TITLE = "3D Shape from Focus and Depth Map Computation Using Steerable Filters",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "573-583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78695"}

@article{bb81356,
        AUTHOR = "Brune, C. and Sawatzky, A. and Burger, M.",
        TITLE = "Primal and Dual Bregman Methods with Application to Optical Nanoscopy",
        JOURNAL = IJCV,
        VOLUME = "92",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "211-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78696"}

@inproceedings{bb81357,
        AUTHOR = "Brune, C. and Sawatzky, A. and Burger, M.",
        TITLE = "Bregman-EM-TV Methods with Application to Optical Nanoscopy",
        BOOKTITLE = SSVM09,
        YEAR = "2009",
        PAGES = "235-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78697"}

@inproceedings{bb81358,
        AUTHOR = "Sawatzky, A. and Brune, C. and Muller, J. and Burger, M.",
        TITLE = "Total Variation Processing of Images with Poisson Statistics",
        BOOKTITLE = CAIP09,
        YEAR = "2009",
        PAGES = "533-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78698"}

@article{bb81359,
        AUTHOR = "Zhuo, S.J. and Sim, T.",
        TITLE = "Defocus map estimation from a single image",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1852-1858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78699"}

@inproceedings{bb81360,
        AUTHOR = "Zhuo, S.J. and Sim, T.",
        TITLE = "On the Recovery of Depth from a Single Defocused Image",
        BOOKTITLE = CAIP09,
        YEAR = "2009",
        PAGES = "889-897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78700"}

@article{bb81361,
        AUTHOR = "Wei, Y. and Dong, Z. and Wu, C.",
        TITLE = "Depth measurement using single camera with fixed camera parameters",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "1",
        PAGES = "29-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78701"}

@article{bb81362,
        AUTHOR = "Ludusan, C. and Lavialle, O.",
        TITLE = "Multifocus image fusion and denoising: A variational approach",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1388-1396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78702"}

@article{bb81363,
        AUTHOR = "Hariharan, R. and Rajagopalan, A.N.",
        TITLE = "Shape-From-Focus by Tensor Voting",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3323-3328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78703"}

@article{bb81364,
        AUTHOR = "Ishii, A. and Yamashiro, H.",
        TITLE = "Fast Focus Mechanism with Constant Magnification Using a Varifocal Lens
and Its Application to Three-Dimensional Imaging",
        JOURNAL = IEICE,
        VOLUME = "E95-D",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1804-1810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78704"}

@article{bb81365,
        AUTHOR = "Lin, H.Y. and Chou, X.H.",
        TITLE = "Defocus blur parameters identification by histogram matching",
        JOURNAL = JOSA-A,
        VOLUME = "29",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1694-1706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78705"}

@article{bb81366,
        AUTHOR = "Zhao, H.J. and Shang, Z.W. and Tang, Y.Y. and Fang, B.",
        TITLE = "Multi-focus image fusion based on the neighbor distance",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1002-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78706"}

@article{bb81367,
        AUTHOR = "Pertuz, S. and Puig, D. and Garcia, M.A.",
        TITLE = "Analysis of focus measure operators for shape-from-focus",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1415-1432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78707"}

@inproceedings{bb81368,
        AUTHOR = "Pertuz, S. and Puig, D. and Garcia, M.A.",
        TITLE = "Improving Shape-from-Focus by Compensating for Image Magnification
Shift",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "802-805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78708"}

@article{bb81369,
        AUTHOR = "Pertuz, S. and Garcia, M.A. and Puig, D.",
        TITLE = "Focus-aided scene segmentation",
        JOURNAL = CVIU,
        VOLUME = "133",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "66-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78709"}

@article{bb81370,
        AUTHOR = "Pertuz, S. and Puig, D. and Garcia, M.A.",
        TITLE = "Reliability measure for shape-from-focus",
        JOURNAL = IVC,
        VOLUME = "31",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "725-734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78710"}

@article{bb81371,
        AUTHOR = "Cossairt, O.S. and Gupta, M. and Nayar, S.K.",
        TITLE = "When Does Computational Imaging Improve Performance?",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "447-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78711"}

@inproceedings{bb81372,
        AUTHOR = "Jo, K. and Gupta, M. and Nayar, S.K.",
        TITLE = "SpeDo: 6 DOF Ego-Motion Sensor Using Speckle Defocus Imaging",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4319-4327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78712"}

@inproceedings{bb81373,
        AUTHOR = "Cossairt, O.S. and Miau, D. and Nayar, S.K.",
        TITLE = "Gigapixel Computational Imaging",
        BOOKTITLE = ICCP11,
        YEAR = "2011",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78713"}

@inproceedings{bb81374,
        AUTHOR = "Zhou, C.Y. and Cossairt, O.S. and Nayar, S.K.",
        TITLE = "Depth from Diffusion",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1110-1117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78714"}

@article{bb81375,
        AUTHOR = "Li, A. and Staunton, R. and Tjahjadi, T.",
        TITLE = "Rational-operator-based depth-from-defocus approach to scene
reconstruction",
        JOURNAL = JOSA-A,
        VOLUME = "30",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1787-1795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78715"}

@article{bb81376,
        AUTHOR = "Li, A. and Tjahjadi, T. and Staunton, R.",
        TITLE = "Adaptive deformation correction of depth from defocus for object
reconstruction",
        JOURNAL = JOSA-A,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2694-2702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78716"}

@article{bb81377,
        AUTHOR = "Lin, J.Y. and Ji, X.Y. and Xu, W. and Dai, Q.H.",
        TITLE = "Absolute Depth Estimation From a Single Defocused Image",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "4545-4550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78717"}

@article{bb81378,
        AUTHOR = "Lin, J.Y. and Lin, X. and Ji, X.Y. and Dai, Q.H.",
        TITLE = "Separable Coded Aperture for Depth from a Single Image",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1471-1475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78718"}

@article{bb81379,
        AUTHOR = "Gao, G.R. and Xu, L.P. and Feng, D.Z.",
        TITLE = "Multi-focus image fusion based on non-subsampled shearlet transform",
        JOURNAL = IET-IPR,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "August",
        PAGES = "633-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78719"}

@article{bb81380,
        AUTHOR = "Sellent, A. and Favaro, P.",
        TITLE = "Optimized aperture shapes for depth estimation",
        JOURNAL = PRL,
        VOLUME = "40",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "96-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78720"}

@inproceedings{bb81381,
        AUTHOR = "Sellent, A. and Favaro, P.",
        TITLE = "Which side of the focal plane are you on?",
        BOOKTITLE = ICCP14,
        YEAR = "2014",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78721"}

@inproceedings{bb81382,
        AUTHOR = "Sellent, A. and Favaro, P.",
        TITLE = "Coded Aperture Flow",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "582-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78722"}

@article{bb81383,
        AUTHOR = "Ben Ari, R.",
        TITLE = "A Unified Approach for Registration and Depth in Depth from Defocus",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1041-1055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78723"}

@inproceedings{bb81384,
        AUTHOR = "Ben Ari, R. and Raveh, G.",
        TITLE = "Variational Depth from Defocus in real-time",
        BOOKTITLE = CVGPU11,
        YEAR = "2011",
        PAGES = "522-529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78724"}

@article{bb81385,
        AUTHOR = "Matsui, S. and Nagahara, H. and Taniguchi, R.I.",
        TITLE = "Half-sweep imaging for depth from defocus",
        JOURNAL = IVC,
        VOLUME = "32",
        YEAR = "2014",
        NUMBER = "11",
        PAGES = "954-964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78725"}

@inproceedings{bb81386,
        AUTHOR = "Taniguchi, R.I. and Nagahara, H. and Matsui, S.",
        TITLE = "Half-sweep imaging for depth from defocus",
        BOOKTITLE = PSIVT11,
        YEAR = "2011",
        PAGES = "I: 335-347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78725"}

@article{bb81387,
        AUTHOR = "Tseng, C.Y. and Wang, S.J.",
        TITLE = "Shape-From-Focus Depth Reconstruction With a Spatial Consistency
Model",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2063-2076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78726"}

@article{bb81388,
        AUTHOR = "Trouve Peloux, P. and Champagnat, F. and Le Besnerais, G. and Idier, J.",
        TITLE = "Theoretical performance model for single image depth from defocus",
        JOURNAL = JOSA-A,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2650-2662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78727"}

@article{bb81389,
        AUTHOR = "Lin, X. and Suo, J. and Dai, Q.H.",
        TITLE = "Extracting Depth and Radiance From a Defocused Video Pair",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "557-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78728"}

@inproceedings{bb81390,
        AUTHOR = "Lin, X. and Suo, J. and Cao, X. and Dai, Q.H.",
        TITLE = "Iterative Feedback Estimation of Depth and Radiance from Defocused
Images",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "IV:95-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78729"}

@article{bb81391,
        AUTHOR = "Bailey, S.W. and Echevarria, J.I. and Bodenheimer, B. and Gutierrez, D.",
        TITLE = "Fast depth from defocus from focal stacks",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1697-1708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78730"}

@article{bb81392,
        AUTHOR = "Moeller, M. and Benning, M. and Schonlieb, C.B. and Cremers, D.",
        TITLE = "Variational Depth From Focus Reconstruction",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5369-5378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78731"}

@article{bb81393,
        AUTHOR = "Li, C. and Su, S.C. and Matsushita, Y. and Zhou, K. and Lin, S.",
        TITLE = "Bayesian Depth-from-Defocus with Shading Constraints",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "589-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78732"}

@inproceedings{bb81394,
        AUTHOR = "Lin, S. and Zhou, K. and Matsushita, Y. and Su, S.C. and Li, C.",
        TITLE = "Bayesian Depth-from-Defocus with Shading Constraints",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "217-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78732"}

@article{bb81395,
        AUTHOR = "Humayun, J. and Malik, A.S.",
        TITLE = "Real-time processing for shape-from-focus techniques",
        JOURNAL = RealTimeIP,
        VOLUME = "11",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "49-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78733"}

@article{bb81396,
        AUTHOR = "Liu, S. and Zhou, F. and Liao, Q.",
        TITLE = "Defocus Map Estimation From a Single Image Based on Two-Parameter
Defocus Model",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5943-5956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78734"}

@article{bb81397,
        AUTHOR = "Persch, N. and Schroers, C. and Setzer, S. and Weickert, J.",
        TITLE = "Physically inspired depth-from-defocus",
        JOURNAL = IVC,
        VOLUME = "57",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "114-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78735"}

@inproceedings{bb81398,
        AUTHOR = "Persch, N. and Schroers, C. and Setzer, S. and Weickert, J.",
        TITLE = "Introducing More Physics into Variational Depth-from-Defocus",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "15-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78736"}

@article{bb81399,
        AUTHOR = "Lee, W.Y. and Li, C.Y. and Yen, J.Y.",
        TITLE = "Integrating wavelet transformation with Markov random field analysis
for the depth estimation of light-field images",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "358-367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT78737"}

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