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@article{bb78704,
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@inproceedings{bb78713,
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        TITLE = "Efficiently Annotating Object Images with Absolute Size Information
Using Mobile Devices",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "207-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76141"}

@article{bb78760,
        AUTHOR = "Im, S.H. and Jeon, H. and Kweon, I.S.",
        TITLE = "Robust Depth Estimation Using Auto-Exposure Bracketing",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2451-2464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76142"}

@inproceedings{bb78761,
        AUTHOR = "Im, S.H. and Jeon, H. and Kweon, I.S.",
        TITLE = "Robust Depth Estimation from Auto Bracketed Images",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2946-2954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76143"}

@article{bb78762,
        AUTHOR = "Wang, C. and Chan, R. and Nikolova, M. and Plemmons, R. and Prasad, S.",
        TITLE = "Nonconvex Optimization for 3-Dimensional Point Source Localization
Using a Rotating Point Spread Function",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "1",
        PAGES = "259-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76144"}

@article{bb78763,
        AUTHOR = "Kumar, H. and Yadav, A.S. and Gupta, S. and Venkatesh, K.S.",
        TITLE = "Depth Map Estimation Using Defocus and Motion Cues",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1365-1379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76145"}

@article{bb78764,
        AUTHOR = "Jeon, H.G. and Surh, J. and Im, S.H. and Kweon, I.S.",
        TITLE = "Ring Difference Filter for Fast and Noise Robust Depth From Focus",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "",
        PAGES = "1045-1060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76146"}

@inproceedings{bb78765,
        AUTHOR = "Surh, J. and Jeon, H.G. and Park, Y. and Im, S.H. and Ha, H.W. and Kweon, I.S.",
        TITLE = "Noise Robust Depth from Focus Using a Ring Difference Filter",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2444-2453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76147"}

@article{bb78766,
        AUTHOR = "Takemura, K. and Yoshida, T.",
        TITLE = "Depth from Defocus Technique Based on Cross Reblurring",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2083-2092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76148"}

@article{bb78767,
        AUTHOR = "Zhou, X. and Molina, R. and Ma, Y. and Wang, T. and Ni, D.",
        TITLE = "Parameter-Free Gaussian PSF Model for Extended Depth of Field in
Brightfield Microscopy",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3227-3238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76149"}

@article{bb78768,
        AUTHOR = "Ma, Z.Q. and Kim, D. and Shin, Y.G.",
        TITLE = "Shape-from-focus reconstruction using nonlocal matting Laplacian
prior followed by MRF-based refinement",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76150"}

@article{bb78769,
        AUTHOR = "Liu, S.J. and Liao, Q.M. and Xue, J.H. and Zhou, F.",
        TITLE = "Defocus map estimation from a single image using improved likelihood
feature and edge-based basis",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76151"}

@article{bb78770,
        AUTHOR = "Ali, U. and Lee, I.H. and Mahmood, M.T.",
        TITLE = "Guided image filtering in shape-from-focus: A comparative analysis",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76152"}

@article{bb78771,
        AUTHOR = "Lee, J.Y. and Park, R.H.",
        TITLE = "Complex-Valued Disparity: Unified Depth Model of Depth from Stereo,
Depth from Focus, and Depth from Defocus Based on the Light Field
Gradient",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "830-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76153"}

@article{bb78772,
        AUTHOR = "Zhang, A.M. and Sun, J.",
        TITLE = "Joint Depth and Defocus Estimation From a Single Image Using Physical
Consistency",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "3419-3433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76154"}

@article{bb78773,
        AUTHOR = "Ceruso, S. and Bonaque Gonzalez, S. and Oliva Garcia, R. and Rodriguez Ramos, J.M.",
        TITLE = "Relative multiscale deep depth from focus",
        JOURNAL = SP:IC,
        VOLUME = "99",
        YEAR = "2021",
        PAGES = "116417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76155"}

@article{bb78774,
        AUTHOR = "Tang, C. and Liu, X.W. and Zheng, X. and Li, W.Q. and Xiong, J. and Wang, L.Z. and Zomaya, A.Y. and Longo, A.",
        TITLE = "DeFusionNET: Defocus Blur Detection via Recurrently Fusing and
Refining Discriminative Multi-Scale Deep Features",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "955-968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76156"}

@inproceedings{bb78775,
        AUTHOR = "Tang, C. and Zhu, X.Z. and Liu, X.W. and Wang, L.Z. and Zomaya, A.Y.",
        TITLE = "DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining
Multi-Scale Deep Features",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2695-2704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76157"}

@article{bb78776,
        AUTHOR = "Li, Y.W. and Li, Z.G. and Zheng, C.B. and Wu, S.Q.",
        TITLE = "Adaptive weighted guided image filtering for depth enhancement in
shape-from-focus",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76158"}

@article{bb78777,
        AUTHOR = "Ali, U. and Lee, I.H. and Mahmood, M.T.",
        TITLE = "Incorporating structural prior for depth regularization in shape from
focus",
        JOURNAL = CVIU,
        VOLUME = "227",
        YEAR = "2023",
        PAGES = "103619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76159"}

@article{bb78778,
        AUTHOR = "Li, J.X. and Liang, B.C. and Lu, X.W. and Li, M. and Lu, G.M. and Xu, Y.",
        TITLE = "From Global to Local: Multi-Patch and Multi-Scale Contrastive
Similarity Learning for Unsupervised Defocus Blur Detection",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "1158-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76160"}

@article{bb78779,
        AUTHOR = "Hou, S.Y. and Fu, M.Y. and Song, W.J.",
        TITLE = "Joint Learning of Image Deblurring and Depth Estimation Through
Adversarial Multi-Task Network",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7327-7341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76161"}

@article{bb78780,
        AUTHOR = "Fujimura, Y. and Iiyama, M. and Funatomi, T. and Mukaigawa, Y.",
        TITLE = "Deep Depth from Focal Stack with Defocus Model for Camera-Setting
Invariance",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1970-1985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76162"}

@article{bb78781,
        AUTHOR = "Wang, L.Z. and Li, L.G. and Song, W.T. and Zhang, L. and Xiong, Z.W. and Huang, H.",
        TITLE = "Non-Serial Quantization-Aware Deep Optics for Snapshot Hyperspectral
Imaging",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6993-7010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76163"}

@inproceedings{bb78782,
        AUTHOR = "Li, L.G. and Wang, L.Z. and Song, W.T. and Zhang, L. and Xiong, Z.W. and Huang, H.",
        TITLE = "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral
Imaging",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19748-19757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76164"}

@article{bb78783,
        AUTHOR = "Pan, L.Y. and Hartley, R. and Liu, L. and Xu, Z.W. and Chowdhury, S. and Yang, Y. and Zhang, H.G. and Li, H.D. and Liu, M.M.",
        TITLE = "Weakly-Supervised Depth Estimation and Image Deblurring via
Dual-Pixel Sensors",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11314-11330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76165"}

@article{bb78784,
        AUTHOR = "Wei, C. and Yang, M. and He, L. and Zheng, N.N.",
        TITLE = "FS-Depth: Focal-and-Scale Depth Estimation From a Single Image in
Unseen Indoor Scene",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10604-10617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76166"}

@article{bb78785,
        AUTHOR = "Tang, S. and Wang, L.H. and Song, F. and Li, S.Y.",
        TITLE = "Dynamic projection mapping for non-planar objects with a variable
focus lens and visual feedback",
        JOURNAL = JOSA-A,
        VOLUME = "41",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "468-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76167"}

@inproceedings{bb78786,
        AUTHOR = "Zhang, Y. and Zheng, P.Y. and Yan, W.Q. and Fang, C. and Cheng, S.S.",
        TITLE = "A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid
Transformer and Contrastive Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "11125-11136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76168"}

@inproceedings{bb78787,
        AUTHOR = "Wijayasingha, L. and Alemzadeh, H. and Stankovic, J.A.",
        TITLE = "Camera-Independent Single Image Depth Estimation from Defocus Blur",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3737-3746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76169"}

@inproceedings{bb78788,
        AUTHOR = "Demir, A. and Massaad, E. and Kiziltan, B.",
        TITLE = "Topology-Aware Focal Loss for 3D Image Segmentation",
        BOOKTITLE = TAG-PRA23,
        YEAR = "2023",
        PAGES = "580-589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76170"}

@inproceedings{bb78789,
        AUTHOR = "Si, H.Z. and Zhao, B. and Wang, D. and Gao, Y.P. and Chen, M. and Wang, Z.G. and Li, X.L.",
        TITLE = "Fully Self-Supervised Depth Estimation from Defocus Clue",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "9140-9149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76171"}

@inproceedings{bb78790,
        AUTHOR = "Ji, X. and Jiang, H.Y. and Zheng, Y.Q.",
        TITLE = "Motion Blur Decomposition with Cross-shutter Guidance",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12534-12543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76172"}

@inproceedings{bb78791,
        AUTHOR = "Zhong, Z.H. and Sun, X. and Wu, Z.R. and Zheng, Y.Q. and Lin, S. and Sato, I.",
        TITLE = "Animation from Blur: Multi-modal Blur Decomposition with Motion
Guidance",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:599-615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76173"}

@inproceedings{bb78792,
        AUTHOR = "Nazir, S. and Vaquero, L. and Mucientes, M. and Brea, V.M. and Coltuc, D.",
        TITLE = "2HDED:Net for Joint Depth Estimation and Image Deblurring from a
Single Out-of-Focus Image",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2006-2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76174"}

@inproceedings{bb78793,
        AUTHOR = "Won, C.Y. and Jeon, H.G.",
        TITLE = "Learning Depth from Focus in the Wild",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "I:1-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76175"}

@inproceedings{bb78794,
        AUTHOR = "Lin, S.J. and Zhang, Y.Q. and Yu, L. and Zhou, B. and Luo, X.W. and Pan, J.",
        TITLE = "Autofocus for Event Cameras",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16323-16332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76176"}

@inproceedings{bb78795,
        AUTHOR = "Yang, F.T. and Huang, X.L. and Zhou, Z.",
        TITLE = "Deep Depth from Focus with Differential Focus Volume",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12632-12641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76177"}

@inproceedings{bb78796,
        AUTHOR = "Wang, N.H. and Wang, R. and Liu, Y.L. and Huang, Y.H. and Chang, Y.L. and Chen, C.P. and Jou, K.",
        TITLE = "Bridging Unsupervised and Supervised Depth from Focus via
All-in-Focus Supervision",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12601-12611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76178"}

@inproceedings{bb78797,
        AUTHOR = "Pan, L.Y. and Chowdhury, S. and Hartley, R.I. and Liu, M.M. and Zhang, H.G. and Li, H.D.",
        TITLE = "Dual Pixel Exploration:
Simultaneous Depth Estimation and Image Restoration",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4338-4347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76179"}

@inproceedings{bb78798,
        AUTHOR = "Friedlander, R.D. and Yang, H. and Yezzi, A.J.",
        TITLE = "Uniting Stereo and Depth-from-Defocus: A Thin Lens-based Variational
Framework for Multiview Reconstruction",
        BOOKTITLE = Diff-CVML21,
        YEAR = "2021",
        PAGES = "4401-4410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom402.html#TT76180"}

@inproceedings{bb78799,
        AUTHOR = "Bailey, M. and Guillemaut, J.Y.",
        TITLE = "A Novel Depth from Defocus Framework Based on a Thick Lens Camera
Model",
        BOOKTITLE = "3DV20",
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