@article{bb82800,
        AUTHOR = "Plotnick, D.S. and Marston, T.M.",
        TITLE = "Utilization of Aspect Angle Information in Synthetic Aperture Images",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5424-5432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80132"}

@article{bb82801,
        AUTHOR = "Lin, Y.B. and Young, C.P. and Lin, C.H.",
        TITLE = "Non-iterative and spatial domain focus map estimation based on
intentional re-blur from a single image (NasBirSi)",
        JOURNAL = JVCIR,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "80-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80133"}

@article{bb82802,
        AUTHOR = "Chen, R. and van Beek, P.",
        TITLE = "Improving the accuracy and low-light performance of contrast-based
autofocus using supervised machine learning",
        JOURNAL = PRL,
        VOLUME = "56",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "30-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80134"}

@inproceedings{bb82803,
        AUTHOR = "Yitzhaky, Y. and Aloni, D.",
        TITLE = "Integral imaging for 3D object detection",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80135"}

@inproceedings{bb82804,
        AUTHOR = "Galstian, T.",
        TITLE = "Novel approach to autofocus imaging for mobile cameras",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80136"}

@article{bb82805,
        AUTHOR = "Gaidhane, V.H. and Hote, Y.V. and Singh, V.",
        TITLE = "Image focus measure based on polynomial coefficients and spectral
radius",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "1 Supp",
        MONTH = "December",
        PAGES = "203-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80137"}

@article{bb82806,
        AUTHOR = "Zhang, X.X. and Wang, R.G. and Jiang, X.B. and Wang, W.M. and Gao, W.",
        TITLE = "Spatially variant defocus blur map estimation and deblurring from a
single image",
        JOURNAL = JVCIR,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "257-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80138"}

@article{bb82807,
        AUTHOR = "Yan, R.M. and Shao, L.",
        TITLE = "Blind Image Blur Estimation via Deep Learning",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1910-1921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80139"}

@inproceedings{bb82808,
        AUTHOR = "Yan, R.M. and Shao, L.",
        TITLE = "Image Blur Classification and Parameter Identification Using Two-stage
Deep Belief Networks",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80140"}

@article{bb82809,
        AUTHOR = "Yi, X. and Eramian, M.",
        TITLE = "LBP-Based Segmentation of Defocus Blur",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1626-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80141"}

@article{bb82810,
        AUTHOR = "Saad, E. and Hirakawa, K.",
        TITLE = "Defocus Blur-Invariant Scale-Space Feature Extractions",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3141-3156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80142"}

@article{bb82811,
        AUTHOR = "Jeong, Y. and Lee, S. and Kwon, S. and Lee, S.",
        TITLE = "Expressive chromatic accumulation buffering for defocus blur",
        JOURNAL = VC,
        VOLUME = "32",
        YEAR = "2016",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "1025-1034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80143"}

@article{bb82812,
        AUTHOR = "Haque, S. and Rahman, S.M.M. and Hatzinakos, D.",
        TITLE = "Gaussian-Hermite moment-based depth estimation from single still
image for stereo vision",
        JOURNAL = JVCIR,
        VOLUME = "41",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "281-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80144"}

@article{bb82813,
        AUTHOR = "Jemec, J. and Pernus, F. and Likar, B. and Burmen, M.",
        TITLE = "2D Sub-pixel Point Spread Function Measurement Using a Virtual
Point-Like Source",
        JOURNAL = IJCV,
        VOLUME = "121",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "391-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80145"}

@article{bb82814,
        AUTHOR = "Kanojia, G. and Raman, S.",
        TITLE = "Postcapture Focusing Using Regression Forest",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "751-755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80146"}

@article{bb82815,
        AUTHOR = "Liu, Y.T. and Gu, K. and Zhai, G.T. and Liu, X.M. and Zhao, D.B. and Gao, W.",
        TITLE = "Quality assessment for real out-of-focus blurred images",
        JOURNAL = JVCIR,
        VOLUME = "46",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "70-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80147"}

@inproceedings{bb82816,
        AUTHOR = "Liu, Y.T. and Zhai, G.T. and Liu, X.M. and Zhao, D.B.",
        TITLE = "Quality assessment for out-of-focus blurred images",
        BOOKTITLE = VCIP15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80148"}

@article{bb82817,
        AUTHOR = "Tung, S.S. and Hwang, W.L.",
        TITLE = "Multiple depth layers and all-in-focus image generations by blurring
and deblurring operations",
        JOURNAL = PR,
        VOLUME = "69",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "184-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80149"}

@article{bb82818,
        AUTHOR = "Pertuz, S. and Garcia, M.A. and Puig, D. and Arguello, H.",
        TITLE = "A Closed-Form Focus Profile Model for Conventional Digital Cameras",
        JOURNAL = IJCV,
        VOLUME = "124",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "273-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80150"}

@article{bb82819,
        AUTHOR = "Li, X.F. and Wang, L.L. and Wang, J. and Zhang, X.L.",
        TITLE = "Multi-focus image fusion algorithm based on multilevel morphological
component analysis and support vector machine",
        JOURNAL = IET-IPR,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "919-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80151"}

@article{bb82820,
        AUTHOR = "Karaali, A. and Jung, C.R.",
        TITLE = "Edge-Based Defocus Blur Estimation With Adaptive Scale Selection",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1126-1137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80152"}

@inproceedings{bb82821,
        AUTHOR = "Karaali, A. and Jung, C.R.",
        TITLE = "Adaptive scale selection for multiresolution defocus blur estimation",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4597-4601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80153"}

@article{bb82822,
        AUTHOR = "Karaali, A. and Harte, N. and Jung, C.R.",
        TITLE = "Deep Multi-Scale Feature Learning for Defocus Blur Estimation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "1097-1106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80154"}

@article{bb82823,
        AUTHOR = "Zhang, Z. and Liu, Y. and Xiong, Z. and Li, J. and Zhang, M.J.",
        TITLE = "Focus and Blurriness Measure Using Reorganized DCT Coefficients for
an Autofocus Application",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80155"}

@inproceedings{bb82824,
        AUTHOR = "Zhang, Z. and Liu, Y. and Tan, X. and Zhang, M.J.",
        TITLE = "Robust Sharpness Metrics Using Reorganized DCT Coefficients for
Auto-Focus Application",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "IV: 172-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80156"}

@article{bb82825,
        AUTHOR = "de Paul, A.G. and Sanchez, R.F. and Issolio, L.A.",
        TITLE = "Determination of the optimum double-pass image through focus
operators",
        JOURNAL = JOSA-A,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "20-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80157"}

@article{bb82826,
        AUTHOR = "Yang, C.C. and Huang, S.K. and Shih, K.T. and Chen, H.H.",
        TITLE = "Analysis of Disparity Error for Stereo Autofocus",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1575-1585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80158"}

@article{bb82827,
        AUTHOR = "Zhang, C. and Hou, G.Q. and Zhang, Z.X. and Sun, Z.A. and Tan, T.N.",
        TITLE = "Efficient auto-refocusing for light field camera",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "176-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80159"}

@article{bb82828,
        AUTHOR = "Molnar, J. and Eichhardt, I.",
        TITLE = "A differential geometry approach to camera-independent image
correspondence",
        JOURNAL = CVIU,
        VOLUME = "169",
        YEAR = "2018",
        PAGES = "90-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80160"}

@inproceedings{bb82829,
        AUTHOR = "Hajder, L. and Eichhardt, I.",
        TITLE = "Computer Vision Meets Geometric Modeling: Multi-view Reconstruction
of Surface Points and Normals Using Affine Correspondences",
        BOOKTITLE = Multiview17,
        YEAR = "2017",
        PAGES = "2427-2435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80161"}

@article{bb82830,
        AUTHOR = "Barath, D. and Hajder, L.",
        TITLE = "Efficient Recovery of Essential Matrix From Two Affine
Correspondences",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5328-5337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80162"}

@article{bb82831,
        AUTHOR = "Barath, D. and Eichhardt, I. and Hajder, L.",
        TITLE = "Optimal Multi-View Surface Normal Estimation Using Affine
Correspondences",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3301-3311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80163"}

@inproceedings{bb82832,
        AUTHOR = "Barath, D. and Toth, T. and Hajder, L.",
        TITLE = "A Minimal Solution for Two-View Focal-Length Estimation Using Two
Affine Correspondences",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2557-2565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80164"}

@article{bb82833,
        AUTHOR = "Zeng, K. and Wang, Y. and Mao, J. and Liu, J. and Peng, W. and Chen, N.",
        TITLE = "A Local Metric for Defocus Blur Detection Based on CNN Feature
Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2107-2115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80165"}

@article{bb82834,
        AUTHOR = "Xiao, H.M. and Lu, W. and Li, R.P. and Zhong, N. and Yeung, Y.L. and Chen, J.J. and Xue, F. and Sun, W.",
        TITLE = "Defocus blur detection based on multiscale SVD fusion in gradient
domain",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "52-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80166"}

@article{bb82835,
        AUTHOR = "Mu, N. and Xu, X. and Zhang, X.L.",
        TITLE = "Finding autofocus region in low contrast surveillance images using
CNN-based saliency algorithm",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "124-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80167"}

@article{bb82836,
        AUTHOR = "Makarov, P.A.",
        TITLE = "Two-Dimensional Autofocus Technique Based on Spatial Frequency Domain
Fragmentation",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6006-6016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80168"}

@article{bb82837,
        AUTHOR = "Zhao, W.D. and Zhao, F. and Wang, D. and Lu, H.C.",
        TITLE = "Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Network",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1884-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80169"}

@inproceedings{bb82838,
        AUTHOR = "Zhao, W.D. and Zhao, F. and Wang, D. and Lu, H.C.",
        TITLE = "Defocus Blur Detection via Multi-stream Bottom-Top-Bottom Fully
Convolutional Network",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3080-3088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80170"}

@article{bb82839,
        AUTHOR = "Zhao, W.D. and Hou, X.Q. and He, Y. and Lu, H.C.",
        TITLE = "Defocus Blur Detection via Boosting Diversity of Deep Ensemble
Networks",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5426-5438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80171"}

@inproceedings{bb82840,
        AUTHOR = "Zhao, W.D. and Zheng, B. and Lin, Q.H. and Lu, H.C.",
        TITLE = "Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble
Network",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8897-8905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80172"}

@article{bb82841,
        AUTHOR = "Ho, C.J. and Chan, C.C. and Chen, H.H.",
        TITLE = "AF-Net: A Convolutional Neural Network Approach to Phase Detection
Autofocus",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6386-6395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80173"}

@article{bb82842,
        AUTHOR = "Moreno, G. and Ascaneo, J.S. and Ricardo, J.O. and de la Cruz, L.T. and Arias, Y. and Strickler, J.R. and Lopes, R.M.",
        TITLE = "A new focus detection criterion in holograms of planktonic organisms",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "497-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80174"}

@article{bb82843,
        AUTHOR = "Tang, C. and Liu, X. and An, S. and Wang, P.",
        TITLE = "BR^2 Net: Defocus Blur Detection Via a Bidirectional Channel
Attention Residual Refining Network",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "624-635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80175"}

@article{bb82844,
        AUTHOR = "Choi, H.S. and Ha, H.G. and Lee, H.K. and Hong, J.",
        TITLE = "Robust control point estimation with an out-of-focus camera
calibration pattern",
        JOURNAL = PRL,
        VOLUME = "143",
        YEAR = "2021",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80176"}

@article{bb82845,
        AUTHOR = "Yang, J.G. and Xiao, C. and Wang, Y.Q. and An, C.J. and An, W.",
        TITLE = "High-precision refocusing method with one
interpolation for camera array images",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "15",
        MONTH = "December",
        PAGES = "3899-3908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80177"}

@article{bb82846,
        AUTHOR = "Liu, Y.Q. and Du, X. and Shen, H.L. and Chen, S.J.",
        TITLE = "Estimating Generalized Gaussian Blur Kernels for Out-of-Focus Image
Deblurring",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "829-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80178"}

@article{bb82847,
        AUTHOR = "Zeng, K. and Wang, Y.N. and Mao, J.X. and Zhou, X.",
        TITLE = "Deep residual deconvolutional networks for defocus blur detection",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "3",
        PAGES = "724-734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80179"}

@article{bb82848,
        AUTHOR = "Li, J. and Fan, D. and Yang, L. and Gu, S. and Lu, G. and Xu, Y. and Zhang, D.",
        TITLE = "Layer-Output Guided Complementary Attention Learning for Image
Defocus Blur Detection",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "3748-3763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80180"}

@article{bb82849,
        AUTHOR = "Zhao, F. and Lu, H.M. and Zhao, W. and Yao, L.",
        TITLE = "Image-Scale-Symmetric Cooperative Network for Defocus Blur Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2719-2731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80181"}

@article{bb82850,
        AUTHOR = "Jiang, Z. and Xu, X. and Zhang, L. and Zhang, C. and Foo, C.S. and Zhu, C.",
        TITLE = "MA-GANet: A Multi-Attention Generative Adversarial Network for
Defocus Blur Detection",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3494-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80182"}

@article{bb82851,
        AUTHOR = "Singh, B. and Najibi, M. and Sharma, A. and Davis, L.S.",
        TITLE = "Scale Normalized Image Pyramids With AutoFocus for Object Detection",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3749-3766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80183"}

@inproceedings{bb82852,
        AUTHOR = "Karaali, A. and Jung, C.R.",
        TITLE = "SVBR-Net: A Non-Blind Spatially Varying Defocus Blur Removal Network",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "566-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80184"}

@article{bb82853,
        AUTHOR = "Song, J. and Liu, M.J.",
        TITLE = "A new methodology in constructing no-reference focus quality
assessment metrics",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80185"}

@article{bb82854,
        AUTHOR = "Xing, Q.L. and Xu, M. and Deng, X. and Guo, Y.C.",
        TITLE = "DAQE: Enhancing the Quality of Compressed Images by Exploiting the
Inherent Characteristic of Defocus",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9611-9626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80186"}

@article{bb82855,
        AUTHOR = "Zhao, W. and Wei, F. and Wang, H.P. and He, Y. and Lu, H.C.",
        TITLE = "Full-Scene Defocus Blur Detection With DeFBD+ via Multi-Level
Distillation Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "9228-9240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80187"}

@inproceedings{bb82856,
        AUTHOR = "Zhao, W. and Wei, F. and He, Y. and Lu, H.C.",
        TITLE = "United Defocus Blur Detection and Deblurring via Adversarial Promoting
Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:569-586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80188"}

@inproceedings{bb82857,
        AUTHOR = "Zhao, W. and Shang, C. and Lu, H.C.",
        TITLE = "Self-generated Defocus Blur Detection via Dual Adversarial
Discriminators",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6929-6938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80189"}

@article{bb82858,
        AUTHOR = "Li, H.G. and Qian, W.H. and Cao, J. and Liu, P.",
        TITLE = "Improving defocus blur detection via adaptive supervision
prior-tokens",
        JOURNAL = IVC,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "104842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80190"}

@article{bb82859,
        AUTHOR = "Li, X. and Wu, S.Q. and Wu, J.X. and Xie, S.L. and Agaian, S.",
        TITLE = "Perception-guided defocus blur detection based on SVD feature",
        JOURNAL = IVC,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "104845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80191"}

@article{bb82860,
        AUTHOR = "Jiang, Y. and Li, X. and Fu, K. and Zhao, Q.J.",
        TITLE = "Transformer-Based Light Field Salient Object Detection and Its
Application to Autofocus",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "6647-6659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80192"}

@article{bb82861,
        AUTHOR = "Cifka, M. and Ponimatkin, G. and Labbe, Y. and Russell, B. and Aubry, M. and Petrik, V. and Sivic, J.",
        TITLE = "FocalPose++: Focal Length and Object Pose Estimation via Render and
Compare",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "755-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80193"}

@inproceedings{bb82862,
        AUTHOR = "Ponimatkin, G. and Labbe, Y. and Russell, B. and Aubry, M. and Sivic, J.",
        TITLE = "Focal Length and Object Pose Estimation via Render and Compare",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "3815-3824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80194"}

@article{bb82863,
        AUTHOR = "Luo, C.Z. and Liang, Y. and Gao, J. and Lei, G. and Han, C.L.",
        TITLE = "A Scene-Adaptive Phase Gradient Autofocus Algorithm",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80195"}

@article{bb82864,
        AUTHOR = "Seo, K. and Kwon, Y. and Kim, C.K.",
        TITLE = "An Enhanced Phase Gradient Autofocus Algorithm for SAR: A Fractional
Fourier Transform Approach",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "7",
        PAGES = "1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80196"}

@article{bb82865,
        AUTHOR = "Li, Y.R. and Liu, J.W. and Ye, Z.T. and Shen, L.X. and Zhuang, X.S.",
        TITLE = "Enhancing Noise Robustness in Focus Measure Using Tight Framelet
Features",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1435-1439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80197"}

@article{bb82866,
        AUTHOR = "Meng, J.W. and Lou, Y. and Qian, Z.Y. and Wu, Y. and Sun, K. and Yang, Y.M. and Zhang, S.W. and Zhao, Y.F. and Zhang, L.",
        TITLE = "Modified algorithm for defocused image restoration",
        JOURNAL = JOSA-A,
        VOLUME = "42",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1219-1226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80198"}

@article{bb82867,
        AUTHOR = "Li, X. and Wu, S.Q. and Zhu, Q. and Xie, S.L. and Agaian, S.",
        TITLE = "Single image defocus deblurring via multimodal-guided diffusion and
depth-aware fusion",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80199"}

@article{bb82868,
        AUTHOR = "Teng, M.G. and Xuan, S.H. and Yan, Z. and Lou, H.Y. and Li, B. and Fan, B. and Shi, B.X.",
        TITLE = "Coded Event Focal Stack for Continuous Refocusing in Dynamic Scene",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7147-7160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80200"}

@inproceedings{bb82869,
        AUTHOR = "Lin, C.H. and Chen, H.H.",
        TITLE = "Training A Phase Detection Autofocus Model Using Hybrid Labels",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1750-1755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80201"}

@inproceedings{bb82870,
        AUTHOR = "Chen, H. and Xie, Y. and Peng, X.X. and Sun, L. and Su, W.K. and Yang, X.D. and Liu, C.M.",
        TITLE = "Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "5709-5719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80202"}

@inproceedings{bb82871,
        AUTHOR = "Bao, Y.H. and Gao, S.H. and Li, W.Y. and Wang, K.W.",
        TITLE = "One-Step Event-Driven High-Speed Autofocus",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "6222-6230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80203"}

@inproceedings{bb82872,
        AUTHOR = "Zhu, S. and Li, C.L. and Jiang, Y.K. and Wei, L. and Kan, N. and Zheng, Z.Y. and Dai, W.R. and Zou, J. and Xiong, H.K.",
        TITLE = "Stabilizing and Accelerating Autofocus with Expert Trajectory
Regularized Deep Reinforcement Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "26440-26450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80204"}

@inproceedings{bb82873,
        AUTHOR = "Wang, Y.J. and Chakravarthula, P. and Chen, B.Q.",
        TITLE = "DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for
Post-Capture Refocusing, Defocus Rendering and Blur Removal",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "21297-21306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80205"}

@inproceedings{bb82874,
        AUTHOR = "Lee, S. and Choi, M. and Lee, N. and Lee, H.E.",
        TITLE = "Stable Autofocus with Focal Consistency Loss",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "640-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80206"}

@inproceedings{bb82875,
        AUTHOR = "Aurangabadkar, U. and Kokaram, A.",
        TITLE = "A Dictionary Based Approach for Removing Out-of-Focus Blur",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1494-1499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80207"}

@inproceedings{bb82876,
        AUTHOR = "Kocur, V. and Kyselica, D. and Kukelova, Z.",
        TITLE = "Robust Self-Calibration of Focal Lengths from the Fundamental Matrix",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5220-5229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80208"}

@inproceedings{bb82877,
        AUTHOR = "Su, C.Q. and Ye, Z.Y. and Xiao, Y.S. and Zhou, Y. and Cheng, Z. and Xiong, B. and Yu, Z.F. and Huang, T.J.",
        TITLE = "Intensity-Robust Autofocus for Spike Camera",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "25018-25027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80209"}

@inproceedings{bb82878,
        AUTHOR = "Xia, K.",
        TITLE = "Research on target detection-based autofocus system",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "559-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80210"}

@inproceedings{bb82879,
        AUTHOR = "Choi, M. and Lee, H. and Lee, H.E.",
        TITLE = "Exploring Positional Characteristics of Dual-Pixel Data for Camera
Autofocus",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13112-13122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80211"}

@inproceedings{bb82880,
        AUTHOR = "Mazilu, I. and Wang, S.X. and Dummer, S. and Veldhuis, R. and Brune, C. and Strisciuglio, N.",
        TITLE = "Defocus Blur Synthesis and Deblurring via Interpolation and
Extrapolation in Latent Space",
        BOOKTITLE = CAIP23,
        YEAR = "2023",
        PAGES = "II:201-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80212"}

@inproceedings{bb82881,
        AUTHOR = "Alzayer, H. and Abuolaim, A. and Chan, L.C. and Yang, Y. and Lou, Y.C. and Huang, J.B. and Kar, A.",
        TITLE = "DC2: Dual-Camera Defocus Control by Learning to Refocus",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "21488-21497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80213"}

@inproceedings{bb82882,
        AUTHOR = "Mahmood, M.T. and Ali, U.",
        TITLE = "Measuring Focus Quality in Vector Valued Images for Shape from Focus",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3399-3405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80214"}

@inproceedings{bb82883,
        AUTHOR = "Wu, M.L. and Dayana, V.R.K. and Hwang, H.",
        TITLE = "Direct Handheld Burst Imaging to Simulated Defocus",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "416-420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80215"}

@inproceedings{bb82884,
        AUTHOR = "Abuolaim, A. and Delbracio, M. and Kelly, D. and Brown, M.S. and Milanfar, P.",
        TITLE = "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel
Data",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2269-2278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80216"}

@inproceedings{bb82885,
        AUTHOR = "Wang, Y.L. and Chen, Z.X. and Jiang, H. and Song, S. and Han, Y.Z. and Huang, G.",
        TITLE = "Adaptive Focus for Efficient Video Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "16229-16238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80217"}

@inproceedings{bb82886,
        AUTHOR = "Xin, S.M. and Wadhwa, N. and Xue, T.F. and Barron, J.T. and Srinivasan, P.P. and Chen, J. and Gkioulekas, I. and Garg, R.",
        TITLE = "Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2208-2218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80218"}

@inproceedings{bb82887,
        AUTHOR = "Weng, X.Y. and She, M.K. and Nakath, D. and Koser, K.",
        TITLE = "MaCal: Macro Lens Calibration and the Focus Stack Camera Model",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "136-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80219"}

@inproceedings{bb82888,
        AUTHOR = "Vo, T.",
        TITLE = "Attention! Stay Focus!",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "479-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80220"}

@inproceedings{bb82889,
        AUTHOR = "Herrmann, C. and Strong Bowen, R. and Wadhwa, N. and Garg, R. and He, Q. and Barron, J.T. and Zabih, R.",
        TITLE = "Learning to Autofocus",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2227-2236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80221"}

@inproceedings{bb82890,
        AUTHOR = "Abuolaim, A. and Brown, M.S.",
        TITLE = "Online Lens Motion Smoothing for Video Autofocus",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "147-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80222"}

@inproceedings{bb82891,
        AUTHOR = "Najibi, M. and Singh, B. and Davis, L.",
        TITLE = "AutoFocus: Efficient Multi-Scale Inference",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9744-9754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80223"}

@inproceedings{bb82892,
        AUTHOR = "Takayama, N. and Takahashi, H.",
        TITLE = "Automatic Focal Blur Segmentation Based on Difference of Blur Feature
Using Theoretical Thresholding and Graphcuts",
        BOOKTITLE = ACIVS20,
        YEAR = "2020",
        PAGES = "337-347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80224"}

@inproceedings{bb82893,
        AUTHOR = "Andrade, J. and Turaga, P. and Spanias, A.",
        TITLE = "Spatially-Varying Sharpness Map Estimation Based on the Quotient of
Spectral Bands",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4020-4024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80225"}

@inproceedings{bb82894,
        AUTHOR = "Sakurikar, P. and Mehta, I. and Narayanan, P.J.",
        TITLE = "Defocus Magnification Using Conditional Adversarial Networks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1337-1346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80226"}

@inproceedings{bb82895,
        AUTHOR = "Abuolaim, A. and Punnappurath, A. and Brown, M.S.",
        TITLE = "Revisiting Autofocus for Smartphone Cameras",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XV: 545-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80227"}

@inproceedings{bb82896,
        AUTHOR = "Portilla, J. and Barbero, S.",
        TITLE = "Comparing optical to digital metrics: What is the optimal defocus in
a rotationally symmetric system?",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1462-1466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80228"}

@inproceedings{bb82897,
        AUTHOR = "Chan, C.C. and Huang, S.K. and Chen, H.H.",
        TITLE = "Enhancement of phase detection for autofocus",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "41-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80229"}

@inproceedings{bb82898,
        AUTHOR = "Wei, Z.Q. and Su, X.Q.",
        TITLE = "Autofocus window selection algorithm based on visual saliency",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "720-723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80230"}

@inproceedings{bb82899,
        AUTHOR = "Wu, Y. and Sun, C. and Zeng, B. and Xie, D. and Liu, S. and Chen, X.",
        TITLE = "Geometry-based PSF estimation and deblurring of defocused images with
depth information",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80231"}

Last update:Jun 4, 2026 at 16:38:45