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        TITLE = "Label-efficient Learning on Point Clouds Using Approximate Convex
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        YEAR = "2020",
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@inproceedings{bb81601,
        AUTHOR = "Watson, J. and Firman, M. and Brostow, G. and Turmukhambetov, D.",
        TITLE = "Self-Supervised Monocular Depth Hints",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
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@inproceedings{bb81602,
        AUTHOR = "Zhang, Y. and Wadhwa, N. and Orts Escolano, S. and Hane, C. and Fanello, S. and Garg, R.",
        TITLE = "Du2net: Learning Depth Estimation from Dual-cameras and Dual-pixels",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:582-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78967"}

@inproceedings{bb81603,
        AUTHOR = "Garg, R. and Wadhwa, N. and Ansari, S. and Barron, J.",
        TITLE = "Learning Single Camera Depth Estimation Using Dual-Pixels",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
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@inproceedings{bb81604,
        AUTHOR = "Pinheiro, P.O. and Rostamzadeh, N. and Ahn, S.",
        TITLE = "Domain-Adaptive Single-View 3D Reconstruction",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
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@inproceedings{bb81605,
        AUTHOR = "Riegler, G. and Liao, Y. and Donne, S. and Koltun, V. and Geiger, A.",
        TITLE = "Connecting the Dots: Learning Representations for Active Monocular
Depth Estimation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7616-7625",
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@inproceedings{bb81606,
        AUTHOR = "Tosi, F. and Aleotti, F. and Poggi, M. and Mattoccia, S.",
        TITLE = "Learning Monocular Depth Estimation Infusing Traditional Stereo
Knowledge",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9791-9801",
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@inproceedings{bb81607,
        AUTHOR = "Godard, C. and Aodha, O.M. and Firman, M. and Brostow, G.",
        TITLE = "Digging Into Self-Supervised Monocular Depth Estimation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3827-3837",
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@inproceedings{bb81608,
        AUTHOR = "Xiong, X. and Cao, Z. and Zhang, C. and Xian, K. and Zou, H.",
        TITLE = "Binoboost: Boosting Self-Supervised Monocular Depth Prediction with
Binocular Guidance",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1770-1774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78973"}

@inproceedings{bb81609,
        AUTHOR = "Poggi, M. and Tosi, F. and Mattoccia, S.",
        TITLE = "Learning Monocular Depth Estimation with Unsupervised Trinocular
Assumptions",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
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@inproceedings{bb81610,
        AUTHOR = "Zhi, S.F. and Bloesch, M. and Leutenegger, S. and Davison, A.J.",
        TITLE = "SceneCode: Monocular Dense Semantic Reconstruction Using Learned
Encoded Scene Representations",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11768-11777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78975"}

@inproceedings{bb81611,
        AUTHOR = "Tatarchenko, M. and Richter, S.R. and Ranftl, R. and Li, Z. and Koltun, V. and Brox, T.",
        TITLE = "What Do Single-View 3D Reconstruction Networks Learn?",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3400-3409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78976"}

@inproceedings{bb81612,
        AUTHOR = "Yu, Y. and Smith, W.A.P.",
        TITLE = "InverseRenderNet: Learning Single Image Inverse Rendering",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3150-3159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78977"}

@inproceedings{bb81613,
        AUTHOR = "Kato, H. and Harada, T.",
        TITLE = "Learning View Priors for Single-View 3D Reconstruction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9770-9779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78978"}

@inproceedings{bb81614,
        AUTHOR = "Chen, W.F. and Qian, S.Y. and Deng, J.",
        TITLE = "Learning Single-Image Depth From Videos Using Quality Assessment
Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5597-5606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78979"}

@inproceedings{bb81615,
        AUTHOR = "Kaushik, V. and Lall, B.",
        TITLE = "UnDispNet: Unsupervised Learning for Multi-Stage Monocular Depth
Prediction",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
        PAGES = "633-642",
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@inproceedings{bb81616,
        AUTHOR = "Jack, D. and Pontes, J.K. and Sridharan, S. and Fookes, C. and Shirazi, S. and Maire, F. and Eriksson, A.P.",
        TITLE = "Learning Free-Form Deformations for 3D Object Reconstruction",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "II:317-333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78981"}

@inproceedings{bb81617,
        AUTHOR = "Pontes, J.K. and Kong, C. and Sridharan, S. and Lucey, S. and Eriksson, A.P. and Fookes, C.",
        TITLE = "Image2Mesh: A Learning Framework for Single Image 3D Reconstruction",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:365-381",
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@inproceedings{bb81618,
        AUTHOR = "Yusiong, J.P. and Naval, P.",
        TITLE = "AsiANet: Autoencoders in Autoencoder for Unsupervised Monocular Depth
Estimation",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "443-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78983"}

@inproceedings{bb81619,
        AUTHOR = "Kumar, A.C.S. and Bhandarkar, S.M. and Prasad, M.",
        TITLE = "Learning Hierarchical Models for Class-Specific Reconstruction from
Natural Data",
        BOOKTITLE = AutoDrive18,
        YEAR = "2018",
        PAGES = "1170-11708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78984"}

@inproceedings{bb81620,
        AUTHOR = "Tulsiani, S. and Efros, A.A. and Malik, J.",
        TITLE = "Multi-view Consistency as Supervisory Signal for Learning Shape and
Pose Prediction",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2897-2905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78985"}

@inproceedings{bb81621,
        AUTHOR = "Pan, J. and Li, J. and Han, X. and Jia, K.",
        TITLE = "Residual MeshNet:
Learning to Deform Meshes for Single-View 3D Reconstruction",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
        PAGES = "719-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78986"}

@inproceedings{bb81622,
        AUTHOR = "Bednarik, J. and Fua, P. and Salzmann, M.",
        TITLE = "Learning to Reconstruct Texture-Less Deformable Surfaces from a
Single View",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
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@inproceedings{bb81623,
        AUTHOR = "Li, Z. and Snavely, N.",
        TITLE = "MegaDepth: Learning Single-View Depth Prediction from Internet Photos",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2041-2050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78988"}

@inproceedings{bb81624,
        AUTHOR = "Clark, R. and Bloesch, M. and Czarnowski, J. and Leutenegger, S. and Davison, A.J.",
        TITLE = "Learning to Solve Nonlinear Least Squares for Monocular Stereo",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 291-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78989"}

@inproceedings{bb81625,
        AUTHOR = "Guo, X.Y. and Li, H.S. and Yi, S. and Ren, J. and Wang, X.G.",
        TITLE = "Learning Monocular Depth by Distilling Cross-Domain Stereo Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 506-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78990"}

@inproceedings{bb81626,
        AUTHOR = "Yang, G. and Cui, Y. and Belongie, S. and Hariharan, B.",
        TITLE = "Learning Single-View 3D Reconstruction with Limited Pose Supervision",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XV: 90-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78991"}

@inproceedings{bb81627,
        AUTHOR = "Wu, J.J. and Zhang, C.K. and Zhang, X.M. and Zhang, Z.T. and Freeman, W.T. and Tenenbaum, J.B.",
        TITLE = "Learning Shape Priors for Single-View 3D Completion And Reconstruction",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 673-691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78992"}

@inproceedings{bb81628,
        AUTHOR = "Jayaraman, D. and Gao, R.H. and Grauman, K.",
        TITLE = "ShapeCodes: Self-supervised Feature Learning by Lifting Views to
Viewgrids",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 126-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78993"}

@inproceedings{bb81629,
        AUTHOR = "Kurenkov, A. and Ji, J. and Garg, A. and Mehta, V. and Gwak, J. and Choy, C. and Savarese, S.",
        TITLE = "DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction
from a Single Image",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "858-866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78994"}

@inproceedings{bb81630,
        AUTHOR = "Yao, Q. and Luo, G. and Zhu, Y.",
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and region detection",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78995"}

@inproceedings{bb81631,
        AUTHOR = "Baig, M.H. and Torresani, L.",
        TITLE = "Coupled depth learning",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400leasf4.html#TT78996"}

@article{bb81632,
        AUTHOR = "Cao, Y. and Wu, Z. and Shen, C.",
        TITLE = "Estimating Depth From Monocular Images as Classification Using Deep
Fully Convolutional Residual Networks",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3174-3182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT78997"}

@article{bb81633,
        AUTHOR = "He, L. and Wang, G. and Hu, Z.",
        TITLE = "Learning Depth From Single Images With Deep Neural Network Embedding
Focal Length",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4676-4689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT78998"}

@article{bb81634,
        AUTHOR = "Zhang, Z.Y. and Xu, C.Y. and Yang, J. and Tai, Y. and Chen, L.",
        TITLE = "Deep hierarchical guidance and regularization learning for end-to-end
depth estimation",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "430-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT78999"}

@article{bb81635,
        AUTHOR = "Amirkolaee, H.A. and Arefi, H.",
        TITLE = "Height estimation from single aerial images using a deep
convolutional encoder-decoder network",
        JOURNAL = PandRS,
        VOLUME = "149",
        YEAR = "2019",
        PAGES = "50-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79000"}

@article{bb81636,
        AUTHOR = "Liu, J.W. and Zhang, Y.Z. and Cui, J.H. and Feng, Y.H. and Pang, L.Z.",
        TITLE = "Fully convolutional multi-scale dense networks for monocular depth
estimation",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "515-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79001"}

@article{bb81637,
        AUTHOR = "Yang, X. and Gao, Y. and Luo, H. and Liao, C. and Cheng, K.",
        TITLE = "Bayesian DeNet: Monocular Depth Prediction and Frame-Wise Fusion With
Synchronized Uncertainty",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2701-2713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79002"}

@article{bb81638,
        AUTHOR = "Chen, S. and Tang, M.X. and Kan, J.M.",
        TITLE = "Encoder-decoder with densely convolutional networks for monocular
depth estimation",
        JOURNAL = JOSA-A,
        VOLUME = "36",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1709-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79003"}

@article{bb81639,
        AUTHOR = "Chen, S.N. and Han, J.Y. and Tang, M.X. and Dong, R.F. and Kan, J.M.",
        TITLE = "Encoder-Decoder Structure with Multiscale Receptive Field Block for
Unsupervised Depth Estimation from Monocular Video",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79004"}

@article{bb81640,
        AUTHOR = "Yan, H. and Yu, X. and Zhang, Y. and Zhang, S. and Zhao, X. and Zhang, L.",
        TITLE = "Single Image Depth Estimation With Normal Guided Scale Invariant Deep
Convolutional Fields",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "80-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79005"}

@article{bb81641,
        AUTHOR = "Padhy, R.P. and Chang, X.J. and Choudhury, S.K. and Sa, P.K. and Bakshi, S.",
        TITLE = "Multi-stage cascaded deconvolution for depth map and surface normal
prediction from single image",
        JOURNAL = PRL,
        VOLUME = "127",
        YEAR = "2019",
        PAGES = "165-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79006"}

@article{bb81642,
        AUTHOR = "Li, J. and Yuce, C. and Klein, R. and Yao, A.",
        TITLE = "A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from
Single RGB Images",
        JOURNAL = CVIU,
        VOLUME = "186",
        YEAR = "2019",
        PAGES = "25-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79007"}

@inproceedings{bb81643,
        AUTHOR = "Li, J. and Klein, R. and Yao, A.",
        TITLE = "A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from
Single RGB Images",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3392-3400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79007"}

@article{bb81644,
        AUTHOR = "Song, W. and Li, S. and Liu, J. and Hao, A. and Zhao, Q. and Qin, H.",
        TITLE = "Contextualized CNN for Scene-Aware Depth Estimation From Single RGB
Image",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1220-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79008"}

@article{bb81645,
        AUTHOR = "Zhang, Y.Y. and Xu, S.B. and Wu, B.Y. and Shi, J. and Meng, W.L. and Zhang, X.P.",
        TITLE = "Unsupervised Multi-View Constrained Convolutional Network for
Accurate Depth Estimation",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "7019-7031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79009"}

@article{bb81646,
        AUTHOR = "Liu, J. and Li, Q. and Cao, R. and Tang, W.M. and Qiu, G.P.",
        TITLE = "MiniNet: An extremely lightweight convolutional neural network for
real-time unsupervised monocular depth estimation",
        JOURNAL = PandRS,
        VOLUME = "166",
        YEAR = "2020",
        PAGES = "255-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79010"}

@article{bb81647,
        AUTHOR = "Cheng, X.J. and Wang, P. and Yang, R.G.",
        TITLE = "Learning Depth with Convolutional Spatial Propagation Network",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2361-2379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79011"}

@inproceedings{bb81648,
        AUTHOR = "Cheng, X.J. and Wang, P. and Yang, R.G.",
        TITLE = "Depth Estimation via Affinity Learned with Convolutional Spatial
Propagation Network",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 108-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79012"}

@article{bb81649,
        AUTHOR = "Liu, J. and Li, Q. and Cao, R. and Tang, W.M. and Qiu, G.P.",
        TITLE = "A contextual conditional random field network for monocular depth
estimation",
        JOURNAL = IVC,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "103922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79013"}

@article{bb81650,
        AUTHOR = "Cao, Y.Z.H. and Zhao, T.Q. and Xian, K. and Shen, C.H. and Cao, Z.G. and Xu, S.G.",
        TITLE = "Monocular Depth Estimation With Augmented Ordinal Depth Relationships",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2674-2682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79014"}

@article{bb81651,
        AUTHOR = "Ali, U. and Bayramli, B. and Alsarhan, T. and Lu, H.T.",
        TITLE = "A lightweight network for monocular depth estimation with decoupled
body and edge supervision",
        JOURNAL = IVC,
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        YEAR = "2021",
        PAGES = "104261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79015"}

@article{bb81652,
        AUTHOR = "Tao, Y. and Muller, J.P. and Xiong, S. and Conway, S.J.",
        TITLE = "MADNet 2.0: Pixel-Scale Topography Retrieval from Single-View Orbital
Imagery of Mars Using Deep Learning",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79016"}

@article{bb81653,
        AUTHOR = "Chang, Y.K. and Jung, C. and Sun, J.",
        TITLE = "Joint Reflection Removal and Depth Estimation from a Single Image",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5836-5849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79017"}

@inproceedings{bb81654,
        AUTHOR = "Huynh, L. and Pedone, M. and Nguyen, P. and Matas, J.G. and Rahtu, E. and Heikkila, J.",
        TITLE = "Monocular Depth Estimation Primed by Salient Point Detection and
Normalized Hessian Loss",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "228-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79018"}

@article{bb81655,
        AUTHOR = "Chen, Z. and Wu, B. and Liu, W.C.",
        TITLE = "Mars3DNet: CNN-Based High-Resolution 3D Reconstruction of the Martian
Surface from Single Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79019"}

@article{bb81656,
        AUTHOR = "Zhao, J.S. and Kumar, A. and Banoth, B.N. and Marathi, B. and Rajalakshmi, P. and Rewald, B. and Ninomiya, S. and Guo, W.",
        TITLE = "Deep-Learning-Based Multispectral Image Reconstruction from Single
Natural Color RGB Image: Enhancing UAV-Based Phenotyping",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79020"}

@article{bb81657,
        AUTHOR = "Nie, W.Z. and Liu, A.A. and Zhao, S.C. and Gao, Y.",
        TITLE = "Deep Correlated Joint Network for 2-D Image-Based 3-D Model Retrieval",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1862-1871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79021"}

@article{bb81658,
        AUTHOR = "Zhang, X.C. and Ma, R. and Zou, C.Q. and Zhang, M.H. and Zhao, X.B. and Gao, Y.",
        TITLE = "View-Aware Geometry-Structure Joint Learning for Single-View 3D Shape
Reconstruction",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6546-6561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79022"}

@article{bb81659,
        AUTHOR = "Wu, B.Y. and Wang, Y.X.",
        TITLE = "Rich global feature guided network for monocular depth estimation",
        JOURNAL = IVC,
        VOLUME = "125",
        YEAR = "2022",
        PAGES = "104520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79023"}

@article{bb81660,
        AUTHOR = "Hu, N. and Zhou, H. and Huang, X.D. and Li, X.Y. and Liu, A.A.",
        TITLE = "A Feature Transformation Framework With Selective Pseudo-Labeling for
2D Image-Based 3D Shape Retrieval",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8010-8021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79024"}

@article{bb81661,
        AUTHOR = "Dong, X.S. and Garratt, M.A. and Anavatti, S.G. and Abbass, H.A.",
        TITLE = "MobileXNet: An Efficient Convolutional Neural Network for Monocular
Depth Estimation",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "20134-20147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79025"}

@article{bb81662,
        AUTHOR = "Li, R. and Xue, D. and Su, S.L. and He, X.T. and Mao, Q. and Zhu, Y. and Sun, J.Q. and Zhang, Y.N.",
        TITLE = "Learning Depth via Leveraging Semantics: Self-Supervised Monocular
Depth Estimation with Both Implicit and Explicit Semantic Guidance",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79026"}

@article{bb81663,
        AUTHOR = "Li, R. and Xue, D. and Zhu, Y. and Wu, H. and Sun, J.Q. and Zhang, Y.N.",
        TITLE = "Self-Supervised Monocular Depth Estimation with Frequency-Based
Recurrent Refinement",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "5626-5637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79027"}

@article{bb81664,
        AUTHOR = "Jia, S.C. and Pei, X. and Yao, W. and Wong, S.C.",
        TITLE = "Self-Supervised Depth Estimation Leveraging Global Perception and
Geometric Smoothness",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1502-1517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79028"}

@article{bb81665,
        AUTHOR = "Wang, F. and Cheng, J. and Liu, P.L.",
        TITLE = "CbwLoss: Constrained Bidirectional Weighted Loss for Self-Supervised
Learning of Depth and Pose",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5803-5821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79029"}

@article{bb81666,
        AUTHOR = "Tang, S. and Lu, T.W. and Liu, X.X. and Zhou, H.B. and Zhang, Y.",
        TITLE = "CATNet: Convolutional attention and transformer for monocular depth
estimation",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79030"}

@article{bb81667,
        AUTHOR = "Bae, J. and Hwang, K. and Im, S.H.",
        TITLE = "A Study on the Generality of Neural Network Structures for Monocular
Depth Estimation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2224-2238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79031"}

@inproceedings{bb81668,
        AUTHOR = "Di, C. and Dai, Z.",
        TITLE = "Monocular 3D Reconstruction Based on Deep Convolutional Neural
Networks",
        BOOKTITLE = ICIVC25,
        YEAR = "2025",
        PAGES = "396-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79032"}

@inproceedings{bb81669,
        AUTHOR = "Dong, W. and Choy, C. and Loop, C. and Litany, O. and Zhu, Y. and Anandkumar, A.",
        TITLE = "Fast Monocular Scene Reconstruction with Global-Sparse Local-Dense
Grids",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "4263-4272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79033"}

@inproceedings{bb81670,
        AUTHOR = "Wang, L.J. and Wang, Y.F. and Wang, L.Z. and Zhan, Y.L. and Wang, Y. and Lu, H.C.",
        TITLE = "Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised
Scale-Invariant Manner?",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12707-12716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79034"}

@inproceedings{bb81671,
        AUTHOR = "Huynh, L. and Nguyen, P. and Matas, J.G. and Rahtu, E. and Heikkila, J.",
        TITLE = "Lightweight Monocular Depth with a Novel Neural Architecture Search
Method",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "326-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79035"}

@inproceedings{bb81672,
        AUTHOR = "Tilmon, B. and Koppal, S.J.",
        TITLE = "SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5989-5998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79036"}

@inproceedings{bb81673,
        AUTHOR = "Xiong, J.H. and Heidrich, W.",
        TITLE = "In-the-Wild Single Camera 3D Reconstruction Through Moving Water
Surfaces",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12538-12547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79037"}

@inproceedings{bb81674,
        AUTHOR = "Jung, H. and Park, E. and Yoo, S.",
        TITLE = "Fine-grained Semantics-aware Representation Enhancement for
Self-supervised Monocular Depth Estimation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12622-12632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79038"}

@inproceedings{bb81675,
        AUTHOR = "Liu, L. and Song, X.B. and Wang, M.M. and Liu, Y. and Zhang, L.J.",
        TITLE = "Self-supervised Monocular Depth Estimation for All Day Images using
Domain Separation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12717-12726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79039"}

@inproceedings{bb81676,
        AUTHOR = "Huynh, L. and Nguyen, P. and Matas, J.G. and Rahtu, E. and Heikkila, J.",
        TITLE = "Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12747-12756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79040"}

@inproceedings{bb81677,
        AUTHOR = "Wei, J. and Jiang, J. and Yilmaz, A.",
        TITLE = "MOHE-Net: Monocular Object Height Estimation Network Using Deep
Learning and Scene Geometry",
        BOOKTITLE = ISPRS21,
        YEAR = "2021",
        PAGES = "B2-2021: 557-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79041"}

@inproceedings{bb81678,
        AUTHOR = "Lo, C.C. and Vandewalle, P.",
        TITLE = "Depth Estimation from Monocular Images and Sparse Radar Using Deep
Ordinal Regression Network",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3343-3347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79042"}

@inproceedings{bb81679,
        AUTHOR = "Li, R. and Nguyen, T.",
        TITLE = "SM3D: Simultaneous Monocular Mapping and 3D Detection",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3652-3656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79043"}

@inproceedings{bb81680,
        AUTHOR = "Roddick, T. and Biggs, B. and Reino, D.O. and Cipolla, R.",
        TITLE = "On the Road to Large-Scale 3D Monocular Scene Reconstruction using
Deep Implicit Functions",
        BOOKTITLE = AVVision21,
        YEAR = "2021",
        PAGES = "2875-2884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79044"}

@inproceedings{bb81681,
        AUTHOR = "Hornauer, J. and Nalpantidis, L. and Belagiannis, V.",
        TITLE = "Visual Domain Adaptation for Monocular Depth Estimation on
Resource-Constrained Hardware",
        BOOKTITLE = ERCVAD21,
        YEAR = "2021",
        PAGES = "954-962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79045"}

@inproceedings{bb81682,
        AUTHOR = "Pintore, G. and Agus, M. and Almansa, E. and Schneider, J. and Gobbetti, E.",
        TITLE = "SliceNet: deep dense depth estimation from a single indoor panorama
using a slice-based representation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11531-11540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79046"}

@inproceedings{bb81683,
        AUTHOR = "Bak, J. and Park, I.K.",
        TITLE = "Light Field Synthesis from a Monocular Image using Variable LDI",
        BOOKTITLE = LightField23,
        YEAR = "2023",
        PAGES = "3399-3407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79047"}

@inproceedings{bb81684,
        AUTHOR = "Bae, K. and Ivan, A. and Nagahara, H. and Park, I.K.",
        TITLE = "5D Light Field Synthesis from a Monocular Video",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7157-7164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79048"}

@inproceedings{bb81685,
        AUTHOR = "Hidalgo Carrio, J. and Gehrig, D. and Scaramuzza, D.",
        TITLE = "Learning Monocular Dense Depth from Events",
        BOOKTITLE = "3DV20",
        YEAR = "2020",
        PAGES = "534-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79049"}

@inproceedings{bb81686,
        AUTHOR = "Chen, Z. and Wu, B. and Liu, W.C.",
        TITLE = "Deep Learning for 3d Reconstruction of the Martian Surface Using
Monocular Images: A First Glance",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:1111-1116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79050"}

@inproceedings{bb81687,
        AUTHOR = "Aleotti, F. and Tosi, F. and Zhang, L. and Poggi, M. and Mattoccia, S.",
        TITLE = "Reversing the Cycle: Self-supervised Deep Stereo Through Enhanced
Monocular Distillation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XI:614-632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79051"}

@inproceedings{bb81688,
        AUTHOR = "Swami, K. and Bondada, P.V. and Bajpai, P.K.",
        TITLE = "ACED: Accurate And Edge-Consistent Monocular Depth Estimation",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1376-1380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79052"}

@inproceedings{bb81689,
        AUTHOR = "Xu, Y.F. and Fan, T.Q. and Yuan, Y. and Singh, G.",
        TITLE = "Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3d
Reconstruction with Symmetry",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:248-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79053"}

@inproceedings{bb81690,
        AUTHOR = "Ren, H. and Raj, A. and El Khamy, M. and Lee, J.",
        TITLE = "SUW-Learn: Joint Supervised, Unsupervised, Weakly Supervised Deep
Learning for Monocular Depth Estimation",
        BOOKTITLE = DeepVision20,
        YEAR = "2020",
        PAGES = "3235-3243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79054"}

@inproceedings{bb81691,
        AUTHOR = "Ren, H. and El Khamy, M. and Lee, J.",
        TITLE = "Stereo Disparity Estimation via Joint Supervised, Unsupervised, and
Weakly Supervised Learning",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2760-2764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79055"}

@inproceedings{bb81692,
        AUTHOR = "Smirnov, D. and Fisher, M. and Kim, V.G. and Zhang, R. and Solomon, J.",
        TITLE = "Deep Parametric Shape Predictions Using Distance Fields",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "558-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79056"}

@inproceedings{bb81693,
        AUTHOR = "Xu, S. and Yang, J. and Chen, D. and Wen, F. and Deng, Y. and Jia, Y. and Tong, X.",
        TITLE = "Deep 3D Portrait From a Single Image",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7707-7717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79057"}

@inproceedings{bb81694,
        AUTHOR = "Sun, Y.H. and Shi, J.L. and Bai, S. and Qian, Q.A. and Sun, Z.X.",
        TITLE = "Single View Depth Estimation via Dense Convolution Network with
Self-supervision",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "II:241-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79058"}

@inproceedings{bb81695,
        AUTHOR = "Rodriguez Santiago, A.L. and Arias Aguilar, J.A. and Petrilli Barcelo, A.E. and Miranda Luna, R.",
        TITLE = "A Simple Methodology for 2d Reconstruction Using a CNN Model",
        BOOKTITLE = MCPR20,
        YEAR = "2020",
        PAGES = "98-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79059"}

@inproceedings{bb81696,
        AUTHOR = "Fang, Z. and Chen, X. and Chen, Y. and Van Gool, L.J.",
        TITLE = "Towards Good Practice for CNN-Based Monocular Depth Estimation",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1080-1089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79060"}

@inproceedings{bb81697,
        AUTHOR = "Luis, J. and Bello, G. and Kim, M.",
        TITLE = "A Novel Monocular Disparity Estimation Network with Domain
Transformation and Ambiguity Learning",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "474-478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79061"}

@inproceedings{bb81698,
        AUTHOR = "Kumari, S. and Jha, R.R. and Bhavsar, A. and Nigam, A.",
        TITLE = "AUTODEPTH: Single Image Depth Map Estimation via Residual CNN
Encoder-Decoder and Stacked Hourglass",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "340-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79062"}

@inproceedings{bb81699,
        AUTHOR = "Shin, D. and Ren, Z. and Sudderth, E. and Fowlkes, C.C.",
        TITLE = "3D Scene Reconstruction With Multi-Layer Depth and Epipolar
Transformers",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2172-2182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79063"}

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