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@inproceedings{bb66607,
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@inproceedings{bb66608,
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@inproceedings{bb66612,
        AUTHOR = "Taniguchi, R.I. and Nagahara, H. and Matsui, S.",
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        BOOKTITLE = PSIVT11,
        YEAR = "2011",
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@article{bb66613,
        AUTHOR = "Tseng, C.Y. and Wang, S.J.",
        TITLE = "Shape-From-Focus Depth Reconstruction With a Spatial Consistency
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        VOLUME = "24",
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@article{bb66614,
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        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64273"}

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        AUTHOR = "Lin, X. and Suo, J. and Cao, X. and Dai, Q.H.",
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@article{bb66617,
        AUTHOR = "Bailey, S.W. and Echevarria, J.I. and Bodenheimer, B. and Gutierrez, D.",
        TITLE = "Fast depth from defocus from focal stacks",
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64275"}

@article{bb66618,
        AUTHOR = "Moeller, M. and Benning, M. and Schonlieb, C.B. and Cremers, D.",
        TITLE = "Variational Depth From Focus Reconstruction",
        JOURNAL = IP,
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64276"}

@article{bb66619,
        AUTHOR = "Li, C. and Su, S.C. and Matsushita, Y. and Zhou, K. and Lin, S.",
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        JOURNAL = IP,
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        YEAR = "2016",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64277"}

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        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,
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        PAGES = "217-224",
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@article{bb66621,
        AUTHOR = "Humayun, J. and Malik, A.S.",
        TITLE = "Real-time processing for shape-from-focus techniques",
        JOURNAL = RealTimeIP,
        VOLUME = "11",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64278"}

@article{bb66622,
        AUTHOR = "Liu, S. and Zhou, F. and Liao, Q.",
        TITLE = "Defocus Map Estimation From a Single Image Based on Two-Parameter
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        JOURNAL = IP,
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "5943-5956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64279"}

@article{bb66623,
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        TITLE = "Physically inspired depth-from-defocus",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64280"}

@inproceedings{bb66624,
        AUTHOR = "Persch, N. and Schroers, C. and Setzer, S. and Weickert, J.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64281"}

@article{bb66625,
        AUTHOR = "Lee, W.Y. and Li, C.Y. and Yen, J.Y.",
        TITLE = "Integrating wavelet transformation with Markov random field analysis
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        MONTH = "August",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64282"}

@article{bb66626,
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        NUMBER = "9",
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        PAGES = "1895-1908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64283"}

@article{bb66627,
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        TITLE = "Integral imaging techniques for flexible sensing through image-based
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        NUMBER = "10",
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        PAGES = "1776-1786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64284"}

@inproceedings{bb66628,
        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
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        YEAR = "2017",
        PAGES = "114-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64285"}

@inproceedings{bb66629,
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        TITLE = "Composite Focus Measure for High Quality Depth Maps",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1623-1631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64286"}

@article{bb66630,
        AUTHOR = "Ribal, C. and Lerme, N. and Le Hegarat Mascle, S.",
        TITLE = "Efficient graph cut optimization for shape from focus",
        JOURNAL = JVCIR,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64287"}

@article{bb66631,
        AUTHOR = "Pertuz, S. and Pulido Herrera, E. and Kamarainen, J.K.",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64288"}

@article{bb66632,
        AUTHOR = "Hofmann, M. and Seeland, M. and Mader, P.",
        TITLE = "Efficiently Annotating Object Images with Absolute Size Information
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        JOURNAL = IJCV,
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64289"}

@article{bb66633,
        AUTHOR = "Im, S. and Jeon, H. and Kweon, I.S.",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64290"}

@article{bb66634,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64291"}

@article{bb66635,
        AUTHOR = "Kumar, H. and Yadav, A.S. and Gupta, S. and Venkatesh, K.S.",
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        JOURNAL = CirSysVideo,
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64292"}

@article{bb66636,
        AUTHOR = "Jeon, H.G. and Surh, J. and Im, S.H. and Kweon, I.S.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64293"}

@inproceedings{bb66637,
        AUTHOR = "Surh, J. and Jeon, H.G. and Park, Y. and Im, S.H. and Ha, H.W. and Kweon, I.S.",
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        YEAR = "2017",
        PAGES = "2444-2453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64294"}

@article{bb66638,
        AUTHOR = "Takemura, K. and Yoshida, T.",
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        YEAR = "2019",
        NUMBER = "11",
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        PAGES = "2083-2092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64295"}

@article{bb66639,
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        TITLE = "3D Shape Recovery by Aggregating 3D Wavelet Transform-Based Image Focus
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        JOURNAL = JMIV,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64296"}

@article{bb66640,
        AUTHOR = "Zhou, X. and Molina, R. and Ma, Y. and Wang, T. and Ni, D.",
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@article{bb66641,
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@article{bb66643,
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@article{bb66644,
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@inproceedings{bb66646,
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@inproceedings{bb66647,
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        TITLE = "Simultaneous retrieval of coherently illuminated defocused objects",
        BOOKTITLE = IVCNZ17,
        YEAR = "2017",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64316"}

@inproceedings{bb66660,
        AUTHOR = "McCloskey, S. and Chen, C. and Yu, J.",
        TITLE = "Focus Manipulation Detection via Photometric Histogram Analysis",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1674-1682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64317"}

@inproceedings{bb66661,
        AUTHOR = "Im, S. 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#TT64318"}

@inproceedings{bb66662,
        AUTHOR = "Sakurikar, P. and Mehta, I. and Balasubramanian, V.N. and Narayanan, P.J.",
        TITLE = "RefocusGAN: Scene Refocusing Using a Single Image",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 519-535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64319"}

@inproceedings{bb66663,
        AUTHOR = "Karaali, A. and Jung, C.R. and Pitie, F.",
        TITLE = "Temporal Consistency for Still Image Based Defocus Blur Estimation
Methods",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1088-1092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64320"}

@inproceedings{bb66664,
        AUTHOR = "Purohit, K. and Shah, A.B. and Rajagopalan, A.N.",
        TITLE = "Learning Based Single Image Blur Detection and Segmentation",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2202-2206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64321"}

@inproceedings{bb66665,
        AUTHOR = "Huang, X. and He, K. and Yoo, S.W. and Cossairt, O. and Katsaggelos, A.K. and Ferrier, N.J. and Hereld, M.",
        TITLE = "An Interior Point Method for Nonnegative Sparse Signal Reconstruction",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1193-1197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64322"}

@inproceedings{bb66666,
        AUTHOR = "Yoo, S. and Ruiz, P. and Huang, X. and He, K. and Wang, X. and Gdor, I. and Selewa, A. and Daddysman, M. and Ferrier, N.J. and Hereld, M. and Scherer, N. and Cossairt, O. and Katsaggelos, A.K.",
        TITLE = "Bayesian Approach for Automatic Joint Parameter Estimation in 3D
Image Reconstruction from Multi-Focus Microscope",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3583-3587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64323"}

@inproceedings{bb66667,
        AUTHOR = "Song, G. and Lee, K.M.",
        TITLE = "Depth Estimation Network for Dual Defocused Images with Different
Depth-of-Field",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1563-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64324"}

@inproceedings{bb66668,
        AUTHOR = "Kodama, K. and Wang, Z. and Sato, M. and Murakami, T.",
        TITLE = "Real-time 3-D image reconstruction from multi-focus images by
efficient linear filtering with multi-dimensional symmetry",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3575-3579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64325"}

@inproceedings{bb66669,
        AUTHOR = "Xu, G. and Quan, Y. and Ji, H.",
        TITLE = "Estimating Defocus Blur via Rank of Local Patches",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5381-5389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64326"}

@inproceedings{bb66670,
        AUTHOR = "Tang, H. and Cohen, S. and Price, B. and Schiller, S. and Kutulakos, K.N.",
        TITLE = "Depth from Defocus in the Wild",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4773-4781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64327"}

@inproceedings{bb66671,
        AUTHOR = "Kawamura, T. and Nguyen, K. and Yasugi, S. and Okamoto, M. and Ogura, M. and Hiura, S.",
        TITLE = "DFD2.0: Motion robustness by amplitude domain approach",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "490-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64328"}

@inproceedings{bb66672,
        AUTHOR = "Michael, J. and Teixeira, L.F.",
        TITLE = "Pre-trained Convolutional Networks and Generative Statistical Models:
A Comparative Study in Large Datasets",
        BOOKTITLE = IbPRIA17,
        YEAR = "2017",
        PAGES = "69-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64329"}

@inproceedings{bb66673,
        AUTHOR = "Ma, A. and Wong, A. and Clausi, D.A.",
        TITLE = "Deep Learning-Driven Depth from Defocus via Active Multispectral
Quasi-Random Projections with Complex Subpatterns",
        BOOKTITLE = CRV18,
        YEAR = "2018",
        PAGES = "292-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64330"}

@inproceedings{bb66674,
        AUTHOR = "Ma, A. and Wong, A. and Clausi, D.A.",
        TITLE = "Depth from Defocus via Active Quasi-random Point Projections:
A Deep Learning Approach",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
        PAGES = "35-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64331"}

@inproceedings{bb66675,
        AUTHOR = "Kim, H. and Richardt, C. and Theobalt, C.",
        TITLE = "Video Depth-from-Defocus",
        BOOKTITLE = "3DV16",
        YEAR = "2016",
        PAGES = "370-379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64332"}

@inproceedings{bb66676,
        AUTHOR = "Mahmood, F. and Mahmood, J. and Qureshi, W.S. and Khan, U.S.",
        TITLE = "3-D Shape Recovery from Image Focus Using Rank Transform",
        BOOKTITLE = ISVC16,
        YEAR = "2016",
        PAGES = "II: 514-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64333"}

@inproceedings{bb66677,
        AUTHOR = "Mannan, F. and Langer, M.S.",
        TITLE = "Discriminative Filters for Depth from Defocus",
        BOOKTITLE = "3DV16",
        YEAR = "2016",
        PAGES = "592-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64334"}

@inproceedings{bb66678,
        AUTHOR = "Mannan, F. and Langer, M.S.",
        TITLE = "What is a Good Model for Depth from Defocus?",
        BOOKTITLE = CRV16,
        YEAR = "2016",
        PAGES = "273-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64335"}

@inproceedings{bb66679,
        AUTHOR = "Mannan, F. and Langer, M.S.",
        TITLE = "Blur Calibration for Depth from Defocus",
        BOOKTITLE = CRV16,
        YEAR = "2016",
        PAGES = "281-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64336"}

@inproceedings{bb66680,
        AUTHOR = "Wang, T.C. and Srikanth, M. and Ramamoorthi, R.",
        TITLE = "Depth from Semi-Calibrated Stereo and Defocus",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3717-3726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64337"}

@inproceedings{bb66681,
        AUTHOR = "Thatte, J. and Boin, J.B. and Lakshman, H. and Wetzstein, G. and Girod, B.",
        TITLE = "Depth augmented stereo panorama for cinematic virtual reality with
focus cues",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1569-1573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64338"}

@inproceedings{bb66682,
        AUTHOR = "Mahmoudpour, S. and Kim, M.",
        TITLE = "Superpixel-based depth map estimation using defocus blur",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2613-2617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64339"}

@inproceedings{bb66683,
        AUTHOR = "Acharyya, A. and Hudson, D. and Chen, K.W. and Feng, T. and Kan, C.Y. and Nguyen, T.",
        TITLE = "Depth estimation from focus and disparity",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3444-3448",
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@inproceedings{bb66684,
        AUTHOR = "Chen, C.H. and Zhou, H. and Ahonen, T.",
        TITLE = "Blur-Aware Disparity Estimation from Defocus Stereo Images",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "855-863",
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@inproceedings{bb66685,
        AUTHOR = "Frommer, Y. and Ben Ari, R. and Kiryati, N.",
        TITLE = "Shape from Focus with Adaptive Focus Measure and High Order Derivatives",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
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@inproceedings{bb66686,
        AUTHOR = "Xu, Z.X. and Chan, Y.H.",
        TITLE = "Optimized multilevel fringe patterns for real-time 3D shape
measurement with defocused projector",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64343"}

@inproceedings{bb66687,
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        TITLE = "Depth from focus with your mobile phone",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3497-3506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT64344"}

@inproceedings{bb66688,
        AUTHOR = "Barron, J.T. and Adams, A. and Shih, Y. and Hernandez, C.",
        TITLE = "Fast bilateral-space stereo for synthetic defocus",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4466-4474",
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@inproceedings{bb66689,
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        BOOKTITLE = CVPR15,
        YEAR = "2015",
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@inproceedings{bb66690,
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        TITLE = "Defocus deblurring and superresolution for time-of-flight depth
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        YEAR = "2015",
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@inproceedings{bb66691,
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        YEAR = "2014",
        PAGES = "II: 153-162",
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@inproceedings{bb66692,
        AUTHOR = "Mannan, M.A. and Tagawa, S. and Tamaki, T. and Nagahara, H. and Mukaigawa, Y. and Yagi, Y.S.",
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        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4382-4387",
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@inproceedings{bb66693,
        AUTHOR = "Karthik, S. and Rajagopalan, A.N.",
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        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb66694,
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        TITLE = "Lens-Based Depth Estimation for Multi-focus Plenoptic Cameras",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "410-420",
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@inproceedings{bb66695,
        AUTHOR = "Zhang, M.J. and Lin, X. and Gupta, M. and Suo, J. and Dai, Q.H.",
        TITLE = "Recovering Scene Geometry under Wavy Fluid via Distortion and Defocus
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        BOOKTITLE = ECCV14,
        YEAR = "2014",
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@inproceedings{bb66696,
        AUTHOR = "Sun, H.D. and Zhao, Z.J. and Jin, X.S. and Niu, L.D. and Zhang, L.Z.",
        TITLE = "Depth from defocus and blur for single image",
        BOOKTITLE = VCIP13,
        YEAR = "2013",
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@inproceedings{bb66697,
        AUTHOR = "Chen, J. and Chau, L.P.",
        TITLE = "An enhanced window-variant dark channel prior for depth estimation
using single foggy image",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
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@inproceedings{bb66698,
        AUTHOR = "Gibson, K.B. and Belongie, S.J. and Nguyen, T.Q.",
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        BOOKTITLE = ICIP13,
        YEAR = "2013",
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@inproceedings{bb66699,
        AUTHOR = "Kawasaki, H. and Horita, Y. and Masuyama, H. and Ono, S. and Kimura, M. and Takane, Y.",
        TITLE = "Optimized Aperture for Estimating Depth from Projector's Defocus",
        BOOKTITLE = "3DV13",
        YEAR = "2013",
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