@inproceedings{bb81800,
        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#TT79164"}

@article{bb81801,
        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#TT79165"}

@article{bb81802,
        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#TT79166"}

@article{bb81803,
        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,
        VOLUME = "113",
        YEAR = "2021",
        PAGES = "104261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79167"}

@article{bb81804,
        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#TT79168"}

@article{bb81805,
        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#TT79169"}

@inproceedings{bb81806,
        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#TT79170"}

@article{bb81807,
        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#TT79171"}

@article{bb81808,
        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#TT79172"}

@article{bb81809,
        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#TT79173"}

@article{bb81810,
        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#TT79174"}

@article{bb81811,
        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#TT79175"}

@article{bb81812,
        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#TT79176"}

@article{bb81813,
        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#TT79177"}

@article{bb81814,
        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#TT79178"}

@article{bb81815,
        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#TT79179"}

@article{bb81816,
        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#TT79180"}

@article{bb81817,
        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#TT79181"}

@article{bb81818,
        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#TT79182"}

@article{bb81819,
        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#TT79183"}

@inproceedings{bb81820,
        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#TT79184"}

@inproceedings{bb81821,
        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#TT79185"}

@inproceedings{bb81822,
        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#TT79186"}

@inproceedings{bb81823,
        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#TT79187"}

@inproceedings{bb81824,
        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#TT79188"}

@inproceedings{bb81825,
        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#TT79189"}

@inproceedings{bb81826,
        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#TT79190"}

@inproceedings{bb81827,
        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#TT79191"}

@inproceedings{bb81828,
        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#TT79192"}

@inproceedings{bb81829,
        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#TT79193"}

@inproceedings{bb81830,
        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#TT79194"}

@inproceedings{bb81831,
        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#TT79195"}

@inproceedings{bb81832,
        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#TT79196"}

@inproceedings{bb81833,
        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#TT79197"}

@inproceedings{bb81834,
        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#TT79198"}

@inproceedings{bb81835,
        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#TT79199"}

@inproceedings{bb81836,
        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#TT79200"}

@inproceedings{bb81837,
        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#TT79201"}

@inproceedings{bb81838,
        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#TT79202"}

@inproceedings{bb81839,
        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#TT79203"}

@inproceedings{bb81840,
        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#TT79204"}

@inproceedings{bb81841,
        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#TT79205"}

@inproceedings{bb81842,
        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#TT79206"}

@inproceedings{bb81843,
        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#TT79207"}

@inproceedings{bb81844,
        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#TT79208"}

@inproceedings{bb81845,
        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#TT79209"}

@inproceedings{bb81846,
        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#TT79210"}

@inproceedings{bb81847,
        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#TT79211"}

@inproceedings{bb81848,
        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#TT79212"}

@inproceedings{bb81849,
        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#TT79213"}

@inproceedings{bb81850,
        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#TT79214"}

@inproceedings{bb81851,
        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#TT79215"}

@inproceedings{bb81852,
        AUTHOR = "Kaneko, M. and Sakurada, K. and Aizawa, K.",
        TITLE = "TriDepth: Triangular Patch-Based Deep Depth Prediction",
        BOOKTITLE = DeepSLAM19,
        YEAR = "2019",
        PAGES = "3747-3750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79216"}

@inproceedings{bb81853,
        AUTHOR = "Zhou, Y. and Qi, H. and Zhai, Y. and Sun, Q. and Chen, Z. and Wei, L. and Ma, Y.",
        TITLE = "Learning to Reconstruct 3D Manhattan Wireframes From a Single Image",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7697-7706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79217"}

@inproceedings{bb81854,
        AUTHOR = "Atapour Abarghouei, A. and Breckon, T.P.",
        TITLE = "To Complete or to Estimate, That is the Question: A Multi-Task
Approach to Depth Completion and Monocular Depth Estimation",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
        PAGES = "183-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79218"}

@inproceedings{bb81855,
        AUTHOR = "Atapour Abarghouei, A. and Breckon, T.P.",
        TITLE = "Monocular Segment-Wise Depth: Monocular Depth Estimation Based on a
Semantic Segmentation Prior",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4295-4299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79219"}

@inproceedings{bb81856,
        AUTHOR = "Atapour Abarghouei, A. and Breckon, T.P.",
        TITLE = "Real-Time Monocular Depth Estimation Using Synthetic Data with Domain
Adaptation via Image Style Transfer",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2800-2810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79220"}

@inproceedings{bb81857,
        AUTHOR = "Hu, J. and Ozay, M. and Zhang, Y. and Okatani, T.",
        TITLE = "Revisiting Single Image Depth Estimation: Toward Higher Resolution
Maps With Accurate Object Boundaries",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1043-1051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79221"}

@inproceedings{bb81858,
        AUTHOR = "Gadelha, M. and Wang, R. and Maji, S.",
        TITLE = "Shape Reconstruction Using Differentiable Projections and Deep Priors",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "22-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79222"}

@inproceedings{bb81859,
        AUTHOR = "Ramon, E. and Ruiz, G. and Batard, T. and Giro i Nieto, X.",
        TITLE = "Hyperparameter-Free Losses for Model-Based Monocular Reconstruction",
        BOOKTITLE = GMDL19,
        YEAR = "2019",
        PAGES = "4075-4084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79223"}

@inproceedings{bb81860,
        AUTHOR = "van Dijk, T. and de Croon, G.",
        TITLE = "How Do Neural Networks See Depth in Single Images?",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2183-2191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79224"}

@inproceedings{bb81861,
        AUTHOR = "Irie, G. and Kawanishi, T. and Kashino, K.",
        TITLE = "Robust Learning for Deep Monocular Depth Estimation",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "964-968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79225"}

@inproceedings{bb81862,
        AUTHOR = "Choi, S. and Nguyen, A. and Kim, J. and Ahn, S. and Lee, S.",
        TITLE = "Point Cloud Deformation for Single Image 3d Reconstruction",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2379-2383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79226"}

@inproceedings{bb81863,
        AUTHOR = "Li, R. and Xian, K. and Shen, C.H. and Cao, Z.G. and Lu, H. and Hang, L.X.",
        TITLE = "Deep Attention-Based Classification Network for Robust Depth Prediction",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "IV:663-678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79227"}

@inproceedings{bb81864,
        AUTHOR = "Smith, R. and Burghardt, T.",
        TITLE = "DeepKey: Towards End-to-End Physical Key Replication from a Single
Photograph",
        BOOKTITLE = GCPR18,
        YEAR = "2018",
        PAGES = "487-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79228"}

@inproceedings{bb81865,
        AUTHOR = "Ito, S. and Kaneko, N. and Shinohara, Y. and Sumi, K.",
        TITLE = "Deep Modular Network Architecture for Depth Estimation from Single
Indoor Images",
        BOOKTITLE = "3D-Wild18",
        YEAR = "2018",
        PAGES = "I:324-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79229"}

@inproceedings{bb81866,
        AUTHOR = "Fu, H. and Gong, M. and Wang, C. and Batmanghelich, K. and Tao, D.",
        TITLE = "Deep Ordinal Regression Network for Monocular Depth Estimation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2002-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79230"}

@inproceedings{bb81867,
        AUTHOR = "Kumar, A.C. and Bhandarkar, S.M. and Prasad, M.",
        TITLE = "DepthNet:
A Recurrent Neural Network Architecture for Monocular Depth Prediction",
        BOOKTITLE = DeepSLAM18,
        YEAR = "2018",
        PAGES = "396-3968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79231"}

@inproceedings{bb81868,
        AUTHOR = "Ron, D. and Duan, K. and Ma, C. and Xu, N. and Wang, S. and Hanumante, S. and Sagar, D.",
        TITLE = "Monocular Depth Estimation via Deep Structured Models with Ordinal
Constraints",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
        PAGES = "570-577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79232"}

@inproceedings{bb81869,
        AUTHOR = "Carvalho, M. and Saux, B.L. and Trouve Peloux, P. and Almansa, A. and Champagnat, F.",
        TITLE = "On Regression Losses for Deep Depth Estimation",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2915-2919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79233"}

@inproceedings{bb81870,
        AUTHOR = "Huang, J. and Bi, T.T. and Liu, Y. and Wang, Y.T.",
        TITLE = "Stereo Generation from a Single Image Using Deep Residual Network",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3653-3657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79234"}

@inproceedings{bb81871,
        AUTHOR = "Yang, N. and Wang, R. and Stuckler, J. and Cremers, D.",
        TITLE = "Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for
Monocular Direct Sparse Odometry",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 835-852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79235"}

@inproceedings{bb81872,
        AUTHOR = "Kuznietsov, Y. and Stuckler, J. and Leibe, B.",
        TITLE = "Semi-Supervised Deep Learning for Monocular Depth Map Prediction",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2215-2223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79236"}

@inproceedings{bb81873,
        AUTHOR = "Xu, D. and Wang, W. and Tang, H. and Liu, H. and Sebe, N. and Ricci, E.",
        TITLE = "Structured Attention Guided Convolutional Neural Fields for Monocular
Depth Estimation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3917-3925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79237"}

@inproceedings{bb81874,
        AUTHOR = "Yang, F.T. and Zhou, Z.",
        TITLE = "Recovering 3D Planes from a Single Image via Convolutional Neural
Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 87-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79238"}

@inproceedings{bb81875,
        AUTHOR = "Stringhini, R.M. and Lermen, T.S. and da Silveira, T.L.T. and Jung, C.R.",
        TITLE = "Single-Panorama Classification of 3D Objects Using Horizontally
Stacked Dilated Convolutions",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3436-3442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79239"}

@inproceedings{bb81876,
        AUTHOR = "da Silveira, T.L.T. and Dal'aqua, L.P. and Jung, C.R.",
        TITLE = "Indoor Depth Estimation from Single Spherical Images",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2935-2939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79240"}

@inproceedings{bb81877,
        AUTHOR = "Zhao, S.Y. and Zhang, L. and Shen, Y. and Zhu, Y.N.",
        TITLE = "A CNN-Based Depth Estimation Approach with Multi-scale Sub-pixel
Convolutions and a Smoothness Constraint",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "II:365-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79241"}

@inproceedings{bb81878,
        AUTHOR = "Koch, T. and Liebel, L. and Fraundorfer, F. and Korner, M.",
        TITLE = "Evaluation of CNN-Based Single-Image Depth Estimation Methods",
        BOOKTITLE = DeepLearn-G18,
        YEAR = "2018",
        PAGES = "III:331-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79242"}

@inproceedings{bb81879,
        AUTHOR = "He, L. and Yu, M. and Wang, G.",
        TITLE = "Spindle-Net:
CNNs for Monocular Depth Inference with Dilation Kernel Method",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2504-2509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79243"}

@inproceedings{bb81880,
        AUTHOR = "Jaritz, M. and Charette, R.D. and Wirbel, E. and Perrotton, X. and Nashashibi, F.",
        TITLE = "Sparse and Dense Data with CNNs:
Depth Completion and Semantic Segmentation",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
        PAGES = "52-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79244"}

@inproceedings{bb81881,
        AUTHOR = "Moukari, M. and Picard, S. and Simoni, L. and Jurie, F.",
        TITLE = "Deep Multi-Scale Architectures for Monocular Depth Estimation",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2940-2944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79245"}

@inproceedings{bb81882,
        AUTHOR = "Johnston, A. and Garg, R. and Carneiro, G. and Reid, I.D.",
        TITLE = "Scaling CNNs for High Resolution Volumetric Reconstruction from a
Single Image",
        BOOKTITLE = DeepLearn-G17,
        YEAR = "2017",
        PAGES = "930-939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79246"}

@inproceedings{bb81883,
        AUTHOR = "Weerasekera, C.S. and Garg, R. and Latif, Y. and Reid, I.D.",
        TITLE = "Learning Deeply Supervised Good Features to Match for Dense Monocular
Reconstruction",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "V:609-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79247"}

@inproceedings{bb81884,
        AUTHOR = "Hua, Y. and Tian, H. and Cai, A. and Shi, P.",
        TITLE = "Cross-modal correlation learning with deep convolutional architecture",
        BOOKTITLE = VCIP15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79248"}

@inproceedings{bb81885,
        AUTHOR = "Tian, H. and Zhuang, B.J. and Hua, Y. and Cai, A.N.",
        TITLE = "Depth inference with convolutional neural network",
        BOOKTITLE = VCIP14,
        YEAR = "2014",
        PAGES = "169-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79249"}

@inproceedings{bb81886,
        AUTHOR = "Tian, H. and Zhuang, B.J. and Hua, Y. and Cai, A.N.",
        TITLE = "Depth extraction from a single image by sampling based on distance
metric learning",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2017-2021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400cnnv3.html#TT79250"}

@article{bb81887,
        AUTHOR = "Dhamo, H. and Tateno, K. and Laina, I. and Navab, N. and Tombari, F.",
        TITLE = "Peeking behind objects: Layered depth prediction from a single image",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "333-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79251"}

@article{bb81888,
        AUTHOR = "Groenendijk, R. and Karaoglu, S. and Gevers, T. and Mensink, T.",
        TITLE = "On the benefit of adversarial training for monocular depth estimation",
        JOURNAL = CVIU,
        VOLUME = "190",
        YEAR = "2020",
        PAGES = "102848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79252"}

@article{bb81889,
        AUTHOR = "Chen, Y. and Shen, C.H. and Chen, H. and Wei, X.S. and Liu, L.Q. and Yang, J.",
        TITLE = "Adversarial Learning of Structure-Aware Fully Convolutional Networks
for Landmark Localization",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1654-1669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79253"}

@article{bb81890,
        AUTHOR = "Panagiotou, E. and Chochlakis, G. and Grammatikopoulos, L. and Charou, E.",
        TITLE = "Generating Elevation Surface from a Single RGB Remotely Sensed Image
Using Deep Learning",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79254"}

@article{bb81891,
        AUTHOR = "Pilzer, A. and Lathuiliere, S. and Xu, D. and Puscas, M.M. and Ricci, E. and Sebe, N.",
        TITLE = "Progressive Fusion for Unsupervised Binocular Depth Estimation Using
Cycled Networks",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2380-2395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79255"}

@inproceedings{bb81892,
        AUTHOR = "Pilzer, A. and Xu, D. and Puscas, M.M. and Ricci, E. and Sebe, N.",
        TITLE = "Unsupervised Adversarial Depth Estimation Using Cycled Generative
Networks",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
        PAGES = "587-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79256"}

@inproceedings{bb81893,
        AUTHOR = "Puscas, M.M. and Xu, D. and Pilzer, A. and Sebe, N.",
        TITLE = "Structured Coupled Generative Adversarial Networks for Unsupervised
Monocular Depth Estimation",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
        PAGES = "18-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79257"}

@article{bb81894,
        AUTHOR = "Abdulwahab, S. and Rashwan, H.A. and Garcia, M.A. and Jabreel, M. and Chambon, S. and Puig, D.",
        TITLE = "Adversarial Learning for Depth and Viewpoint Estimation From a Single
Image",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2947-2958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79258"}

@article{bb81895,
        AUTHOR = "Ji, R.R. and Li, K. and Wang, Y. and Sun, X.S. and Guo, F. and Guo, X.W. and Wu, Y.J. and Huang, F.Y. and Luo, J.B.",
        TITLE = "Semi-Supervised Adversarial Monocular Depth Estimation",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2410-2422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79259"}

@article{bb81896,
        AUTHOR = "Gadelha, M. and Rai, A. and Maji, S. and Wang, R.",
        TITLE = "Inferring 3D Shapes from Image Collections Using Adversarial Networks",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "10-11",
        MONTH = "November",
        PAGES = "2651-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79260"}

@article{bb81897,
        AUTHOR = "Henderson, P. and Ferrari, V.",
        TITLE = "Learning Single-Image 3D Reconstruction by Generative Modelling of
Shape, Pose and Shading",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "835-854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79261"}

@article{bb81898,
        AUTHOR = "Han, X.F. and Laga, H. and Bennamoun, M.",
        TITLE = "Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in
the Deep Learning Era",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1578-1604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79262"}

@article{bb81899,
        AUTHOR = "Li, K.H. and Fu, Z.H. and Wang, H.Y. and Chen, Z.H. and Guo, Y.L.",
        TITLE = "Adv-Depth: Self-Supervised Monocular Depth Estimation with an
Adversarial Loss",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "638-642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom400adv2.html#TT79263"}

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