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        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#TT80335"}

@inproceedings{bb83001,
        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#TT80336"}

@article{bb83002,
        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#TT80337"}

@inproceedings{bb83003,
        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#TT80338"}

@inproceedings{bb83004,
        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#TT80339"}

@article{bb83005,
        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#TT80340"}

@inproceedings{bb83006,
        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#TT80341"}

@inproceedings{bb83007,
        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#TT80342"}

@inproceedings{bb83008,
        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#TT80343"}

@article{bb83009,
        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#TT80344"}

@inproceedings{bb83010,
        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#TT80345"}

@inproceedings{bb83011,
        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#TT80346"}

@article{bb83012,
        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#TT80347"}

@inproceedings{bb83013,
        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#TT80348"}

@article{bb83014,
        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#TT80349"}

@article{bb83015,
        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#TT80350"}

@inproceedings{bb83016,
        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#TT80351"}

@article{bb83017,
        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#TT80352"}

@article{bb83018,
        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#TT80353"}

@inproceedings{bb83019,
        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#TT80354"}

@inproceedings{bb83020,
        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#TT80355"}

@article{bb83021,
        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#TT80356"}

@article{bb83022,
        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#TT80357"}

@article{bb83023,
        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#TT80358"}

@inproceedings{bb83024,
        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#TT80359"}

@article{bb83025,
        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#TT80360"}

@article{bb83026,
        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#TT80361"}

@article{bb83027,
        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#TT80362"}

@article{bb83028,
        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#TT80363"}

@inproceedings{bb83029,
        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#TT80364"}

@article{bb83030,
        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#TT80365"}

@inproceedings{bb83031,
        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#TT80366"}

@inproceedings{bb83032,
        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#TT80367"}

@article{bb83033,
        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#TT80368"}

@inproceedings{bb83034,
        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#TT80369"}

@article{bb83035,
        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#TT80370"}

@article{bb83036,
        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#TT80371"}

@article{bb83037,
        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#TT80372"}

@article{bb83038,
        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#TT80373"}

@article{bb83039,
        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#TT80374"}

@article{bb83040,
        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#TT80375"}

@article{bb83041,
        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#TT80376"}

@inproceedings{bb83042,
        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#TT80377"}

@article{bb83043,
        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#TT80378"}

@article{bb83044,
        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#TT80379"}

@article{bb83045,
        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#TT80380"}

@inproceedings{bb83046,
        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#TT80381"}

@inproceedings{bb83047,
        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#TT80382"}

@inproceedings{bb83048,
        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#TT80383"}

@article{bb83049,
        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#TT80384"}

@article{bb83050,
        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#TT80385"}

@article{bb83051,
        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#TT80386"}

@article{bb83052,
        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#TT80387"}

@article{bb83053,
        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#TT80388"}

@article{bb83054,
        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#TT80389"}

@inproceedings{bb83055,
        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#TT80390"}

@inproceedings{bb83056,
        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#TT80391"}

@article{bb83057,
        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#TT80392"}

@inproceedings{bb83058,
        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#TT80393"}

@article{bb83059,
        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#TT80394"}

@inproceedings{bb83060,
        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#TT80394"}

@article{bb83061,
        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#TT80395"}

@article{bb83062,
        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#TT80396"}

@article{bb83063,
        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#TT80397"}

@inproceedings{bb83064,
        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#TT80398"}

@article{bb83065,
        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#TT80399"}

@article{bb83066,
        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#TT80400"}

@article{bb83067,
        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#TT80401"}

@inproceedings{bb83068,
        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#TT80401"}

@article{bb83069,
        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#TT80402"}

@article{bb83070,
        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#TT80403"}

@article{bb83071,
        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#TT80404"}

@inproceedings{bb83072,
        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#TT80405"}

@article{bb83073,
        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#TT80406"}

@article{bb83074,
        AUTHOR = "Wang, Y. and Wang, Z. and Tao, D. and Zhuo, S. and Xu, X. and Pu, S. and Song, M.",
        TITLE = "AllFocus: Patch-Based Video Out-of-Focus Blur Reconstruction",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1895-1908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80407"}

@article{bb83075,
        AUTHOR = "Sotoca, J.M. and Latorre Carmona, P. and Pla, F. and Shen, X. and Komatsu, S. and Javidi, B.",
        TITLE = "Integral imaging techniques for flexible sensing through image-based
reprojection",
        JOURNAL = JOSA-A,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1776-1786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80408"}

@inproceedings{bb83076,
        AUTHOR = "Espinos Morato, H. and Latorre Carmona, P. and Sotoca, J.M. and Pla, F. and Javidi, B.",
        TITLE = "Combining Defocus and Photoconsistency for Depth Map Estimation in 3D
Integral Imaging",
        BOOKTITLE = IbPRIA17,
        YEAR = "2017",
        PAGES = "114-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80409"}

@inproceedings{bb83077,
        AUTHOR = "Sakurikar, P. and Narayanan, P.J.",
        TITLE = "Composite Focus Measure for High Quality Depth Maps",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1623-1631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80410"}

@article{bb83078,
        AUTHOR = "Ribal, C. and Lerme, N. and Le Hegarat Mascle, S.",
        TITLE = "Efficient graph cut optimization for shape from focus",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "529-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80411"}

@article{bb83079,
        AUTHOR = "Pertuz, S. and Pulido Herrera, E. and Kamarainen, J.K.",
        TITLE = "Focus model for metric depth estimation in standard plenoptic cameras",
        JOURNAL = PandRS,
        VOLUME = "144",
        YEAR = "2018",
        PAGES = "38-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80412"}

@article{bb83080,
        AUTHOR = "Hofmann, M. and Seeland, M. and Mader, P.",
        TITLE = "Efficiently Annotating Object Images with Absolute Size Information
Using Mobile Devices",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "207-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80413"}

@article{bb83081,
        AUTHOR = "Im, S.H. and Jeon, H. and Kweon, I.S.",
        TITLE = "Robust Depth Estimation Using Auto-Exposure Bracketing",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2451-2464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80414"}

@inproceedings{bb83082,
        AUTHOR = "Im, S.H. and Jeon, H. and Kweon, I.S.",
        TITLE = "Robust Depth Estimation from Auto Bracketed Images",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2946-2954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80415"}

@article{bb83083,
        AUTHOR = "Wang, C. and Chan, R. and Nikolova, M. and Plemmons, R. and Prasad, S.",
        TITLE = "Nonconvex Optimization for 3-Dimensional Point Source Localization
Using a Rotating Point Spread Function",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "1",
        PAGES = "259-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80416"}

@article{bb83084,
        AUTHOR = "Kumar, H. and Yadav, A.S. and Gupta, S. and Venkatesh, K.S.",
        TITLE = "Depth Map Estimation Using Defocus and Motion Cues",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1365-1379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80417"}

@article{bb83085,
        AUTHOR = "Jeon, H.G. and Surh, J. and Im, S.H. and Kweon, I.S.",
        TITLE = "Ring Difference Filter for Fast and Noise Robust Depth From Focus",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "",
        PAGES = "1045-1060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80418"}

@inproceedings{bb83086,
        AUTHOR = "Surh, J. and Jeon, H.G. and Park, Y. and Im, S.H. and Ha, H.W. and Kweon, I.S.",
        TITLE = "Noise Robust Depth from Focus Using a Ring Difference Filter",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2444-2453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80419"}

@article{bb83087,
        AUTHOR = "Takemura, K. and Yoshida, T.",
        TITLE = "Depth from Defocus Technique Based on Cross Reblurring",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2083-2092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80420"}

@article{bb83088,
        AUTHOR = "Zhou, X. and Molina, R. and Ma, Y. and Wang, T. and Ni, D.",
        TITLE = "Parameter-Free Gaussian PSF Model for Extended Depth of Field in
Brightfield Microscopy",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3227-3238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80421"}

@article{bb83089,
        AUTHOR = "Ma, Z.Q. and Kim, D. and Shin, Y.G.",
        TITLE = "Shape-from-focus reconstruction using nonlocal matting Laplacian
prior followed by MRF-based refinement",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80422"}

@article{bb83090,
        AUTHOR = "Liu, S.J. and Liao, Q.M. and Xue, J.H. and Zhou, F.",
        TITLE = "Defocus map estimation from a single image using improved likelihood
feature and edge-based basis",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80423"}

@article{bb83091,
        AUTHOR = "Ali, U. and Lee, I.H. and Mahmood, M.T.",
        TITLE = "Guided image filtering in shape-from-focus: A comparative analysis",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80424"}

@article{bb83092,
        AUTHOR = "Lee, J.Y. and Park, R.H.",
        TITLE = "Complex-Valued Disparity: Unified Depth Model of Depth from Stereo,
Depth from Focus, and Depth from Defocus Based on the Light Field
Gradient",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "830-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80425"}

@article{bb83093,
        AUTHOR = "Zhang, A.M. and Sun, J.",
        TITLE = "Joint Depth and Defocus Estimation From a Single Image Using Physical
Consistency",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "3419-3433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80426"}

@article{bb83094,
        AUTHOR = "Ceruso, S. and Bonaque Gonzalez, S. and Oliva Garcia, R. and Rodriguez Ramos, J.M.",
        TITLE = "Relative multiscale deep depth from focus",
        JOURNAL = SP:IC,
        VOLUME = "99",
        YEAR = "2021",
        PAGES = "116417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80427"}

@article{bb83095,
        AUTHOR = "Tang, C. and Liu, X.W. and Zheng, X. and Li, W.Q. and Xiong, J. and Wang, L.Z. and Zomaya, A.Y. and Longo, A.",
        TITLE = "DeFusionNET: Defocus Blur Detection via Recurrently Fusing and
Refining Discriminative Multi-Scale Deep Features",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "955-968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80428"}

@inproceedings{bb83096,
        AUTHOR = "Tang, C. and Zhu, X.Z. and Liu, X.W. and Wang, L.Z. and Zomaya, A.Y.",
        TITLE = "DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining
Multi-Scale Deep Features",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2695-2704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80429"}

@article{bb83097,
        AUTHOR = "Li, Y.W. and Li, Z.G. and Zheng, C.B. and Wu, S.Q.",
        TITLE = "Adaptive weighted guided image filtering for depth enhancement in
shape-from-focus",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80430"}

@article{bb83098,
        AUTHOR = "Ali, U. and Lee, I.H. and Mahmood, M.T.",
        TITLE = "Incorporating structural prior for depth regularization in shape from
focus",
        JOURNAL = CVIU,
        VOLUME = "227",
        YEAR = "2023",
        PAGES = "103619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80431"}

@article{bb83099,
        AUTHOR = "Li, J.X. and Liang, B.C. and Lu, X.W. and Li, M. and Lu, G.M. and Xu, Y.",
        TITLE = "From Global to Local: Multi-Patch and Multi-Scale Contrastive
Similarity Learning for Unsupervised Defocus Blur Detection",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "1158-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT80432"}