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@book{bb74411,
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@article{bb74412,
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@article{bb74413,
        AUTHOR = "Rajagopalan, A.N. and Chaudhuri, S.",
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Depth from Defocused Images and Optimal Selection of Camera Parameters",
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@article{bb74414,
        AUTHOR = "Rajagopalan, A.N. and Chaudhuri, S.",
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@article{bb74415,
        AUTHOR = "Rajagopalan, A.N. and Chaudhuri, S. and Chellappa, R.",
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        AUTHOR = "Rajagopalan, A.N. and Chellappa, R. and Chaudhuri, S.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT71866"}

@article{bb74417,
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@article{bb74418,
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        AUTHOR = "Rajagopalan, A.N. and Chaudhuri, S. and Chellappa, R.",
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@inproceedings{bb74423,
        AUTHOR = "Rajagopalan, A.N. and Chaudhuri, S.",
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Depth from Defocused Images",
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@article{bb74425,
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@article{bb74427,
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@article{bb74429,
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@article{bb74431,
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@article{bb74432,
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@inproceedings{bb74434,
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@inproceedings{bb74436,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT71884"}

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@article{bb74438,
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@article{bb74439,
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@article{bb74441,
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@inproceedings{bb74442,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
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@inproceedings{bb74443,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
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        YEAR = "2002",
        PAGES = "III: 627-630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT71890"}

@article{bb74444,
        AUTHOR = "Deschenes, F. and Ziou, D. and Fuchs, P.",
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        AUTHOR = "Deschenes, F. and Ziou, D.",
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@article{bb74446,
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@inproceedings{bb74447,
        AUTHOR = "Levesque, D. and Deschenes, F.",
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@inproceedings{bb74448,
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@article{bb74449,
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        TITLE = "Shape from focus using multilayer feedforward neural networks",
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@article{bb74450,
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@article{bb74451,
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@inproceedings{bb74455,
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@inproceedings{bb74456,
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@inproceedings{bb74457,
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@inproceedings{bb74459,
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@inproceedings{bb74461,
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@inproceedings{bb74462,
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@article{bb74463,
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@article{bb74464,
        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",
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@inproceedings{bb74465,
        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#TT71912"}

@inproceedings{bb74466,
        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#TT71913"}

@article{bb74467,
        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#TT71914"}

@inproceedings{bb74468,
        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#TT71914"}

@article{bb74469,
        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#TT71915"}

@inproceedings{bb74470,
        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#TT71916"}

@article{bb74471,
        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#TT71917"}

@article{bb74472,
        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#TT71918"}

@article{bb74473,
        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#TT71919"}

@article{bb74474,
        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#TT71920"}

@article{bb74475,
        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#TT71921"}

@article{bb74476,
        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#TT71922"}

@inproceedings{bb74477,
        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#TT71923"}

@inproceedings{bb74478,
        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#TT71924"}

@inproceedings{bb74479,
        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#TT71925"}

@inproceedings{bb74480,
        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#TT71926"}

@article{bb74481,
        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#TT71927"}

@inproceedings{bb74482,
        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#TT71928"}

@article{bb74483,
        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#TT71929"}

@inproceedings{bb74484,
        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#TT71930"}

@article{bb74485,
        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#TT71931"}

@inproceedings{bb74486,
        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#TT71932"}

@article{bb74487,
        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#TT71933"}

@inproceedings{bb74488,
        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#TT71934"}

@inproceedings{bb74489,
        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#TT71935"}

@article{bb74490,
        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#TT71936"}

@article{bb74491,
        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#TT71937"}

@article{bb74492,
        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#TT71938"}

@article{bb74493,
        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#TT71939"}

@inproceedings{bb74494,
        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#TT71940"}

@article{bb74495,
        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#TT71941"}

@inproceedings{bb74496,
        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#TT71942"}

@inproceedings{bb74497,
        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#TT71943"}

@article{bb74498,
        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#TT71944"}

@inproceedings{bb74499,
        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#TT71945"}

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