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        TITLE = "Surface height recovery using heat flow and manifold embedding",
        BOOKTITLE = "3DPVT04",
        YEAR = "2004",
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@inproceedings{bb66601,
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        TITLE = "Model Acquisition Using Shape-from-Shading",
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@article{bb66602,
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        TITLE = "A Generic and Provably Convergent Shape-from-Shading Method for
Orthographic and Pinhole Cameras",
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        YEAR = "2005",
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        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64377"}

@inproceedings{bb66603,
        AUTHOR = "Prados, E. and Faugeras, O.D.",
        TITLE = "Shape from Shading: A Well-Posed Problem?",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 870-877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64378"}

@inproceedings{bb66604,
        AUTHOR = "Faugeras, O.D. and Prados, E.",
        TITLE = "Shape from Shading: A Well-Posed Problem?",
        BOOKTITLE = INRIA,
        YEAR = "2004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64378"}

@inproceedings{bb66605,
        AUTHOR = "Prados, E. and Faugeras, O.D.",
        TITLE = "Unifying Approaches and Removing Unrealistic Assumptions in Shape from
Shading: Mathematics Can Help",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol IV: 141-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64379"}

@inproceedings{bb66606,
        AUTHOR = "Prados, E. and Faugeras, O.D.",
        TITLE = "'Perspective shape from shading' and viscosity solutions",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "826-831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64380"}

@article{bb66607,
        AUTHOR = "Prados, E. and Camilli, F. and Faugeras, O.D.",
        TITLE = "A Unifying and Rigorous Shape from Shading Method Adapted to Realistic
Data and Applications",
        JOURNAL = JMIV,
        VOLUME = "25",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "307-328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64381"}

@inproceedings{bb66608,
        AUTHOR = "Prados, E. and Camilli, F. and Faugeras, O.D.",
        TITLE = "A viscosity method for Shape-from-Shading without boundary data",
        BOOKTITLE = INRIA,
        YEAR = "2004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64382"}

@inproceedings{bb66609,
        AUTHOR = "Prados, E. and Faugeras, O.D.",
        TITLE = "A rigorous and realistic shape from shading method and some
of its applications",
        BOOKTITLE = INRIA,
        YEAR = "2004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64383"}

@inproceedings{bb66610,
        AUTHOR = "Prados, E. and Faugeras, O.D.",
        TITLE = "A mathematical and algorithmic study of the Lambertian
SFS problem for orthographic and pinhole cameras",
        BOOKTITLE = INRIA,
        YEAR = "2003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64384"}

@inproceedings{bb66611,
        AUTHOR = "Prados, E. and Faugeras, O.D. and Rouy, E.",
        TITLE = "Shape from Shading and Viscosity Solutions",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "II: 790 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64385"}

@inproceedings{bb66612,
        AUTHOR = "Rouy, E. and Faugeras, O.D. and Prados, E.",
        TITLE = "Shape from Shading and Viscosity Solutions",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64385"}

@article{bb66613,
        AUTHOR = "Yuen, S.Y. and Tsui, Y.Y. and Chow, C.K.",
        TITLE = "A fast marching formulation of perspective shape from shading under
frontal illumination",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "806-824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64386"}

@article{bb66614,
        AUTHOR = "Chow, C.K. and Yuen, S.Y.",
        TITLE = "Recovering Shape by Shading and Stereo Under Lambertian Shading Model",
        JOURNAL = IJCV,
        VOLUME = "85",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64387"}

@inproceedings{bb66615,
        AUTHOR = "Chow, C.K. and Yuen, S.Y.",
        TITLE = "Equivalence of oblique and frontal illumination in perspective shape
from shading",
        BOOKTITLE = ICMV07,
        YEAR = "2007",
        PAGES = "7-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64388"}

@inproceedings{bb66616,
        AUTHOR = "Chow, C.K. and Yuen, S.Y.",
        TITLE = "Lighting Direction Estimation in Perspective Shape from Shading by
Genetic Algorithm",
        BOOKTITLE = CRV07,
        YEAR = "2007",
        PAGES = "289-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64389"}

@article{bb66617,
        AUTHOR = "Liao, I.Y. and Petrou, M. and Zhao, R.C.",
        TITLE = "A fractal-based relaxation algorithm for shape from terrain image",
        JOURNAL = CVIU,
        VOLUME = "109",
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        NUMBER = "3",
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        PAGES = "227-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64390"}

@article{bb66618,
        AUTHOR = "Liao, I.Y. and Zaman, M.",
        TITLE = "Prior model evaluation from Null Space Compensation perspective with
application to surface reconstruction from single images",
        JOURNAL = VC,
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        NUMBER = "6-8",
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        PAGES = "997-1005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64391"}

@article{bb66619,
        AUTHOR = "Xu, B. and Tang, L.X. and Shi, H.M.",
        TITLE = "Shape from shading based on needle map and cellular automata",
        JOURNAL = VC,
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        PAGES = "201-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64392"}

@article{bb66620,
        AUTHOR = "Chang, J.Y. and Lee, K.M. and Lee, S.U.",
        TITLE = "Shape from Shading Using Graph Cuts",
        JOURNAL = PR,
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        NUMBER = "12",
        MONTH = "December",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64393"}

@inproceedings{bb66621,
        AUTHOR = "Lee, S.U. and Lee, K.M. and Chang, J.Y.",
        TITLE = "Shape from Shading Using Graph Cuts",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 421-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64393"}

@article{bb66622,
        AUTHOR = "Moses, Y. and Shimshoni, I.",
        TITLE = "3D Shape Recovery of Smooth Surfaces:
Dropping the Fixed-Viewpoint Assumption",
        JOURNAL = PAMI,
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        MONTH = "July",
        PAGES = "1310-1324",
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@inproceedings{bb66623,
        AUTHOR = "Shimshoni, I. and Moses, Y.",
        TITLE = "3D Shape Recovery of Smooth Surfaces:
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64394"}

@article{bb66624,
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        TITLE = "Shape from Shading Using Probability Functions and Belief Propagation",
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@article{bb66625,
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        TITLE = "Shape from shading using wavelets and weighted smoothness constraints",
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        VOLUME = "4",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64396"}

@article{bb66626,
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@article{bb66627,
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@article{bb66628,
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        NUMBER = "1 2012",
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@inproceedings{bb66629,
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        YEAR = "2009",
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@inproceedings{bb66631,
        AUTHOR = "Vogel, O. and Breuß, M. and Leichtweis, T. and Weickert, J.",
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        TITLE = "Perspective Shape from Shading with Non-Lambertian Reflectance",
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@inproceedings{bb66633,
        AUTHOR = "Vogel, O. and Bruhn, A. and Weickert, J. and Didas, S.",
        TITLE = "Direct Shape-from-Shading with Adaptive Higher Order Regularisation",
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        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64404"}

@article{bb66634,
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        TITLE = "The 'shading twist,' a dynamical shape cue",
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@article{bb66635,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64406"}

@article{bb66636,
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@article{bb66637,
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        TITLE = "Towards efficient image irradiance modelling of convex Lambertian
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64408"}

@inproceedings{bb66638,
        AUTHOR = "Elhabian, S.Y. and Farag, A.A.",
        TITLE = "Analytic Bilinear Appearance Subspace Construction for Modeling Image
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64409"}

@inproceedings{bb66639,
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@article{bb66640,
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        AUTHOR = "Elhabian, S.Y. and Rara, H. and Farag, A.A.",
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@inproceedings{bb66642,
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@inproceedings{bb66643,
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@article{bb66664,
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@inproceedings{bb66665,
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        YEAR = "2014",
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@article{bb66666,
        AUTHOR = "Liu, W.C. and Wu, B. and Wohler, C.",
        TITLE = "Effects of illumination differences on photometric stereo
shape-and-albedo-from-shading for precision lunar surface
reconstruction",
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        PAGES = "58-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64436"}

@article{bb66667,
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        TITLE = "Normal Integration: A Survey",
        JOURNAL = JMIV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64437"}

@article{bb66668,
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        TITLE = "Variational Methods for Normal Integration",
        JOURNAL = JMIV,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64438"}

@article{bb66669,
        AUTHOR = "Li, B. and Dai, Y.C. and He, M.Y.",
        TITLE = "Monocular depth estimation with hierarchical fusion of dilated CNNs
and soft-weighted-sum inference",
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        YEAR = "2018",
        PAGES = "328-339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64439"}

@inproceedings{bb66670,
        AUTHOR = "Li, B. and Shen, C.H. and Dai, Y.C. and van den Hengel, A.J. and He, M.Y.",
        TITLE = "Depth and surface normal estimation from monocular images using
regression on deep features and hierarchical CRFs",
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64440"}

@article{bb66671,
        AUTHOR = "Xu, D. and Ricci, E. and Ouyang, W.L. and Wang, X.G. and Sebe, N.",
        TITLE = "Monocular Depth Estimation Using Multi-Scale Continuous CRFs as
Sequential Deep Networks",
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        PAGES = "1426-1440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64441"}

@inproceedings{bb66672,
        AUTHOR = "Xu, D. and Ricci, E. and Ouyang, W.L. and Wang, X.G. and Sebe, N.",
        TITLE = "Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular
Depth Estimation",
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        YEAR = "2017",
        PAGES = "161-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64442"}

@inproceedings{bb66673,
        AUTHOR = "Xu, D. and Ouyang, W.L. and Wang, X.G. and Sebe, N.",
        TITLE = "PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for
Simultaneous Depth Estimation and Scene Parsing",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "675-684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64443"}

@article{bb66674,
        AUTHOR = "Liu, W.C. and Wu, B.",
        TITLE = "An integrated photogrammetric and photoclinometric approach for
illumination-invariant pixel-resolution 3D mapping of the lunar
surface",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64444"}

@article{bb66675,
        AUTHOR = "Hu, Z.H. and Hou, Y.L. and Tao, P.J. and Shan, J.",
        TITLE = "SREVAS: Shading Based Surface Refinement under Varying Albedo and
Specularity",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64445"}

@inproceedings{bb66676,
        AUTHOR = "Karnieli, A. and Fried, O. and Hel Or, Y.",
        TITLE = "DeepShadow: Neural Shape from Shadow",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "II:415-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64446"}

@inproceedings{bb66677,
        AUTHOR = "Tiwary, K. and Klinghoffer, T. and Raskar, R.",
        TITLE = "Towards Learning Neural Representations from Shadows",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXIII:300-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64447"}

@inproceedings{bb66678,
        AUTHOR = "Ahmad, B. and Floor, P.A. and Farup, I.",
        TITLE = "A Comparison of Regularization Methods for Near-Light-Source
Perspective Shape-from-Shading",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3146-3150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64448"}

@inproceedings{bb66679,
        AUTHOR = "Li, J.X. and Li, H.D.",
        TITLE = "Neural Reflectance for Shape Recovery with Shadow Handling",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16200-16209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64449"}

@inproceedings{bb66680,
        AUTHOR = "Tokieda, K. and Iwaguchi, T. and Kawasaki, H.",
        TITLE = "High-Frequency Shape Recovery from Shading by CNN and Domain
Adaptation",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3672-3676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64450"}

@inproceedings{bb66681,
        AUTHOR = "Xie, W.Y. and Wang, M.H. and Wei, M.Q. and Jiang, J.M. and Qin, J.",
        TITLE = "Surface Reconstruction From Normals: A Robust DGP-Based Discontinuity
Preservation Approach",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5323-5331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64451"}

@inproceedings{bb66682,
        AUTHOR = "Lin, H. and Averkiou, M. and Kalogerakis, E. and Kovacs, B. and Ranade, S. and Kim, V. and Chaudhuri, S. and Bala, K.",
        TITLE = "Learning Material-Aware Local Descriptors for 3D Shapes",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
        PAGES = "150-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64452"}

@inproceedings{bb66683,
        AUTHOR = "Yang, D. and Deng, J.",
        TITLE = "Shape from Shading Through Shape Evolution",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3781-3790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64453"}

@inproceedings{bb66684,
        AUTHOR = "Mollenhoff, T. and Cremers, D.",
        TITLE = "Lifting Vectorial Variational Problems: A Natural Formulation Based on
Geometric Measure Theory and Discrete Exterior Calculus",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11109-11118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64454"}

@inproceedings{bb66685,
        AUTHOR = "Haefner, B. and Queau, Y. and Mollenhoff, T. and Cremers, D.",
        TITLE = "Fight Ill-Posedness with Ill-Posedness:
Single-shot Variational Depth Super-Resolution from Shading",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "164-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64455"}

@inproceedings{bb66686,
        AUTHOR = "Nishino, K. and Subpa asa, A. and Asano, Y. and Shimano, M. and Sato, I.",
        TITLE = "Variable Ring Light Imaging: Capturing Transient Subsurface Scattering
with an Ordinary Camera",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 624-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64456"}

@inproceedings{bb66687,
        AUTHOR = "Godard, C. and Aodha, O.M. and Brostow, G.J.",
        TITLE = "Unsupervised Monocular Depth Estimation with Left-Right Consistency",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6602-6611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom375.html#TT64457"}

@inproceedings{bb66688,
        AUTHOR = "Fan, H. and Su, H. and Guibas, L.J.",
        TITLE = "A Point Set Generation Network for 3D Object Reconstruction from a
Single Image",
        BOOKTITLE = CVPR17,
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@inproceedings{bb66689,
        AUTHOR = "Tateno, K. and Navab, N. and Tombari, F.",
        TITLE = "Distortion-Aware Convolutional Filters for Dense Prediction in
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        BOOKTITLE = ECCV18,
        YEAR = "2018",
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@inproceedings{bb66690,
        AUTHOR = "Tateno, K. and Tombari, F. and Laina, I. and Navab, N.",
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        BOOKTITLE = CVPR17,
        YEAR = "2017",
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@inproceedings{bb66691,
        AUTHOR = "Laina, I. and Rupprecht, C. and Belagiannis, V. and Tombari, F. and Navab, N.",
        TITLE = "Deeper Depth Prediction with Fully Convolutional Residual Networks",
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@inproceedings{bb66692,
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        TITLE = "Object Depth Estimation from a Single Image Using Fully Convolutional
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        BOOKTITLE = DICTA16,
        YEAR = "2016",
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@inproceedings{bb66693,
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        TITLE = "Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface
Geometry",
        BOOKTITLE = CVPR16,
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@inproceedings{bb66694,
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@inproceedings{bb66695,
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        BOOKTITLE = DeepLearn16,
        YEAR = "2016",
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@inproceedings{bb66696,
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        BOOKTITLE = ECCV16,
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@inproceedings{bb66697,
        AUTHOR = "Liu, F. and Hou, G.Q. and Sun, Z.A. and Tan, T.N.",
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@inproceedings{bb66698,
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@inproceedings{bb66699,
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