@inproceedings{bb81900,
        AUTHOR = "Rajan, D. and Chaudhuri, S.",
        TITLE = "Simultaneous Estimation of Super-Resolved Intensity and Depth Maps from
Low Resolution Defocused Observations of a Scene",
        BOOKTITLE = ICCV01,
        YEAR = "2001",
        PAGES = "I: 113-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79242"}

@article{bb81901,
        AUTHOR = "Asada, N. and Fujiwara, H. and Matsuyama, T.",
        TITLE = "Edge and Depth from Focus",
        JOURNAL = IJCV,
        VOLUME = "26",
        YEAR = "1998",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "153-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79243"}

@article{bb81902,
        AUTHOR = "Watanabe, M. and Nayar, S.K.",
        TITLE = "Rational Filters for Passive Depth from Defocus",
        JOURNAL = IJCV,
        VOLUME = "27",
        YEAR = "1998",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "203-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79244"}

@article{bb81903,
        AUTHOR = "Tsai, D.M. and Lin, C.T.",
        TITLE = "A Moment-Preserving Approach for Depth from Defocus",
        JOURNAL = PR,
        VOLUME = "31",
        YEAR = "1998",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "551-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79245"}

@article{bb81904,
        AUTHOR = "Pham, D.T. and Aslantas, V.",
        TITLE = "Depth from defocusing using a neural network",
        JOURNAL = PR,
        VOLUME = "32",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "715-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79246"}

@article{bb81905,
        AUTHOR = "Aslantas, V. and Pham, D.T.",
        TITLE = "Depth from automatic defocusing",
        JOURNAL = OptExp,
        VOLUME = "15",
        YEAR = "2007",
        NUMBER = "3",
        PAGES = "1011-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79247"}

@article{bb81906,
        AUTHOR = "Looney, C.G.",
        TITLE = "Nonlinear Rule-based Convolution for Refocusing",
        JOURNAL = RealTimeImg,
        VOLUME = "6",
        YEAR = "2000",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "29-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79248"}

@article{bb81907,
        AUTHOR = "Schechner, Y.Y. and Kiryati, N. and Basri, R.",
        TITLE = "Separation of Transparent Layers using Focus",
        JOURNAL = IJCV,
        VOLUME = "39",
        YEAR = "2000",
        NUMBER = "1",
        MONTH = "August",
        PAGES = "25-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79249"}

@inproceedings{bb81908,
        AUTHOR = "Basri, R. and Kiryati, N. and Schechner, Y.Y.",
        TITLE = "Separation of Transparent Layers using Focus",
        BOOKTITLE = ICCV98,
        YEAR = "1998",
        PAGES = "1061-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79249"}

@article{bb81909,
        AUTHOR = "Schechner, Y.Y. and Kiryati, N.",
        TITLE = "Depth from Defocus vs. Stereo: How Different Really Are They?",
        JOURNAL = IJCV,
        VOLUME = "39",
        YEAR = "2000",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "141-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79250"}

@inproceedings{bb81910,
        AUTHOR = "Schechner, Y.Y. and Kiryati, N.",
        TITLE = "The Optimal Axial Interval in Estimating Depth from Defocus",
        BOOKTITLE = ICCV99,
        YEAR = "1999",
        PAGES = "843-848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79251"}

@inproceedings{bb81911,
        AUTHOR = "Kiryati, N. and Schechner, Y.Y.",
        TITLE = "The Optimal Axial Interval in Estimating Depth from Defocus",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol II: 1784-1786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79251"}

@article{bb81912,
        AUTHOR = "Zhang, Y.N. and Zhang, Y. and Wen, C.Y.",
        TITLE = "A new focus measure method using moments",
        JOURNAL = IVC,
        VOLUME = "18",
        YEAR = "2000",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "959-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79252"}

@article{bb81913,
        AUTHOR = "Ziou, D. and Deschenes, F.",
        TITLE = "Depth from Defocus Estimation in Spatial Domain",
        JOURNAL = CVIU,
        VOLUME = "81",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "143-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79253"}

@inproceedings{bb81914,
        AUTHOR = "Ziou, D.",
        TITLE = "Passive Depth from Defocus Using a Spatial Domain Approach",
        BOOKTITLE = ICCV98,
        YEAR = "1998",
        PAGES = "799-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79254"}

@article{bb81915,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
        TITLE = "Improved estimation of defocus blur and spatial shifts in spatial
domain: a homotopy-based approach",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2105-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79255"}

@inproceedings{bb81916,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
        TITLE = "Simultaneous Computation of Defocus Blur and Apparent Shifts in Spatial
Domain",
        BOOKTITLE = VI02,
        YEAR = "2002",
        PAGES = "236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79256"}

@inproceedings{bb81917,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
        TITLE = "Homotopy-based estimation of depth cues in spatial domain",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 627-630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79257"}

@article{bb81918,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
        TITLE = "A homotopy-based approach for computing defocus blur and affine
transform simultaneously",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2263-2282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79258"}

@inproceedings{bb81919,
        AUTHOR = "Deschenes, F. and Ziou, D.",
        TITLE = "Homotopy-based computation of defocus blur and affine transform",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 398-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79259"}

@article{bb81920,
        AUTHOR = "Levesque, D. and Deschenes, F.",
        TITLE = "Novel depth cues from light scattering",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "1-2",
        MONTH = "January",
        PAGES = "19-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79260"}

@inproceedings{bb81921,
        AUTHOR = "Levesque, D. and Deschenes, F.",
        TITLE = "Detection of Occlusion Edges from the Derivatives of Weather Degraded
Images",
        BOOKTITLE = CRV05,
        YEAR = "2005",
        PAGES = "114-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79261"}

@inproceedings{bb81922,
        AUTHOR = "Levesque, D. and Deschenes, F.",
        TITLE = "Sparse scene structure recovery from atmospheric degradation",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 84-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79262"}

@article{bb81923,
        AUTHOR = "Asif, M. and Choi, T.S.",
        TITLE = "Shape from focus using multilayer feedforward neural networks",
        JOURNAL = IP,
        VOLUME = "10",
        YEAR = "2001",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1670-1675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79263"}

@article{bb81924,
        AUTHOR = "Rayala, J. and Gupta, S. and Mullick, S.K.",
        TITLE = "Estimation of depth from defocus as polynomial system identification",
        JOURNAL = VISP,
        VOLUME = "148",
        YEAR = "2001",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "356-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79264"}

@article{bb81925,
        AUTHOR = "van Dam, M.A. and Lane, R.G.",
        TITLE = "Tip/tilt estimation from defocused images",
        JOURNAL = JOSA-A,
        VOLUME = "19",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "745-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79265"}

@article{bb81926,
        AUTHOR = "Favaro, P. and Mennucci, A. and Soatto, S.",
        TITLE = "Observing Shape from Defocused Images",
        JOURNAL = IJCV,
        VOLUME = "52",
        YEAR = "2003",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "25-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79266"}

@inproceedings{bb81927,
        AUTHOR = "Mennucci, A. and Soatto, S.",
        TITLE = "On observing shape from defocused images",
        BOOKTITLE = CIAP99,
        YEAR = "1999",
        PAGES = "550-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79267"}

@article{bb81928,
        AUTHOR = "Favaro, P. and Soatto, S.",
        TITLE = "A Geometric Approach to Shape from Defocus",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "406-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79268"}

@inproceedings{bb81929,
        AUTHOR = "Soatto, S. and Favaro, P.",
        TITLE = "A Geometric Approach to Blind Deconvolution with Application to Shape
from Defocus",
        BOOKTITLE = CVPR00,
        YEAR = "2000",
        PAGES = "II: 10-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79269"}

@inproceedings{bb81930,
        AUTHOR = "Favaro, P. and Osher, S.J. and Soatto, S. and Vese, L.A.",
        TITLE = "3D shape from anistropic diffusion",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 179-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79270"}

@inproceedings{bb81931,
        AUTHOR = "Favaro, P.",
        TITLE = "Shape from Focus and Defocus: Convexity, Quasiconvexity and
Defocus-Invariant Textures",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79271"}

@inproceedings{bb81932,
        AUTHOR = "Jin, H.L. and Favaro, P.",
        TITLE = "A Variational Approach to Shape from Defocus",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "II: 18 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79272"}

@inproceedings{bb81933,
        AUTHOR = "Favaro, P. and Soatto, S.",
        TITLE = "Seeing beyond occlusions (and other marvels of a finite lens aperture)",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "II: 579-586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79273"}

@inproceedings{bb81934,
        AUTHOR = "Favaro, P. and Soatto, S.",
        TITLE = "Learning Shape from Defocus",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "II: 735 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79274"}

@inproceedings{bb81935,
        AUTHOR = "Favaro, P. and Soatto, S.",
        TITLE = "Shape and Radiance Estimation from the Information Divergence of
Blurred Images",
        BOOKTITLE = ECCV00,
        YEAR = "2000",
        PAGES = "I: 755-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79275"}

@inproceedings{bb81936,
        AUTHOR = "Dou, Q.X. and Favaro, P.",
        TITLE = "Off-axis aperture camera: 3D shape reconstruction and image restoration",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79276"}

@article{bb81937,
        AUTHOR = "Ghita, O. and Whelan, P.F.",
        TITLE = "A bin picking system based on depth from defocus",
        JOURNAL = MVA,
        VOLUME = "13",
        YEAR = "2003",
        NUMBER = "4",
        PAGES = "234-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79277"}

@article{bb81938,
        AUTHOR = "Wang, J.H. and Trubuil, A. and Graffigne, C. and Kaeffer, B.",
        TITLE = "3-D aggregated object detection and labeling from multivariate confocal
microscopy images: A model validation approach",
        JOURNAL = SMC-B,
        VOLUME = "33",
        YEAR = "2003",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "572-581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79278"}

@inproceedings{bb81939,
        AUTHOR = "Wang, J.H. and Trubuil, A. and Graffigne, C.",
        TITLE = "3D biological object detection and labeling in multidimensional
microscopy imaging",
        BOOKTITLE = CIAP01,
        YEAR = "2001",
        PAGES = "215-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79279"}

@inproceedings{bb81940,
        AUTHOR = "Wang, J.H. and Trubuil, A.",
        TITLE = "Model-based 3d object detection from multivariate confocal microscopy
images",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "II: 933-936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT79280"}

@article{bb81941,
        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#TT79281"}

@inproceedings{bb81942,
        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#TT79281"}

@article{bb81943,
        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#TT79282"}

@inproceedings{bb81944,
        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#TT79283"}

@article{bb81945,
        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#TT79284"}

@article{bb81946,
        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#TT79285"}

@article{bb81947,
        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#TT79286"}

@article{bb81948,
        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#TT79287"}

@article{bb81949,
        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#TT79288"}

@article{bb81950,
        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#TT79289"}

@inproceedings{bb81951,
        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#TT79290"}

@inproceedings{bb81952,
        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#TT79291"}

@inproceedings{bb81953,
        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#TT79292"}

@inproceedings{bb81954,
        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#TT79293"}

@article{bb81955,
        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#TT79294"}

@inproceedings{bb81956,
        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#TT79295"}

@article{bb81957,
        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#TT79296"}

@inproceedings{bb81958,
        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#TT79297"}

@article{bb81959,
        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#TT79298"}

@inproceedings{bb81960,
        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#TT79299"}

@article{bb81961,
        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#TT79300"}

@inproceedings{bb81962,
        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#TT79301"}

@inproceedings{bb81963,
        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#TT79302"}

@article{bb81964,
        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#TT79303"}

@article{bb81965,
        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#TT79304"}

@article{bb81966,
        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#TT79305"}

@article{bb81967,
        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#TT79306"}

@inproceedings{bb81968,
        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#TT79307"}

@article{bb81969,
        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#TT79308"}

@inproceedings{bb81970,
        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#TT79309"}

@inproceedings{bb81971,
        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#TT79310"}

@article{bb81972,
        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#TT79311"}

@inproceedings{bb81973,
        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#TT79312"}

@inproceedings{bb81974,
        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#TT79313"}

@inproceedings{bb81975,
        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#TT79314"}

@article{bb81976,
        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#TT79315"}

@inproceedings{bb81977,
        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#TT79316"}

@inproceedings{bb81978,
        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#TT79317"}

@article{bb81979,
        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#TT79318"}

@inproceedings{bb81980,
        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#TT79319"}

@article{bb81981,
        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#TT79320"}

@article{bb81982,
        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#TT79321"}

@inproceedings{bb81983,
        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#TT79322"}

@article{bb81984,
        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#TT79323"}

@article{bb81985,
        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#TT79324"}

@inproceedings{bb81986,
        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#TT79325"}

@inproceedings{bb81987,
        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#TT79326"}

@article{bb81988,
        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#TT79327"}

@article{bb81989,
        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#TT79328"}

@article{bb81990,
        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#TT79329"}

@inproceedings{bb81991,
        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#TT79330"}

@article{bb81992,
        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#TT79331"}

@article{bb81993,
        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#TT79332"}

@article{bb81994,
        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#TT79333"}

@article{bb81995,
        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#TT79334"}

@inproceedings{bb81996,
        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#TT79335"}

@article{bb81997,
        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#TT79336"}

@inproceedings{bb81998,
        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#TT79337"}

@inproceedings{bb81999,
        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#TT79338"}

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