@article{bb83300,
        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#TT80630"}

@article{bb83301,
        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#TT80631"}

@article{bb83302,
        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#TT80632"}

@article{bb83303,
        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#TT80633"}

@article{bb83304,
        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#TT80634"}

@article{bb83305,
        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#TT80635"}

@article{bb83306,
        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#TT80636"}

@article{bb83307,
        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#TT80637"}

@article{bb83308,
        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#TT80638"}

@article{bb83309,
        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#TT80639"}

@inproceedings{bb83310,
        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#TT80640"}

@article{bb83311,
        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#TT80641"}

@article{bb83312,
        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#TT80642"}

@article{bb83313,
        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#TT80643"}

@inproceedings{bb83314,
        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#TT80644"}

@inproceedings{bb83315,
        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#TT80645"}

@article{bb83316,
        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#TT80646"}

@article{bb83317,
        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#TT80647"}

@article{bb83318,
        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#TT80648"}

@article{bb83319,
        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#TT80649"}

@inproceedings{bb83320,
        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#TT80650"}

@article{bb83321,
        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#TT80651"}

@article{bb83322,
        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#TT80652"}

@article{bb83323,
        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#TT80653"}

@article{bb83324,
        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#TT80654"}

@article{bb83325,
        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#TT80655"}

@article{bb83326,
        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#TT80656"}

@article{bb83327,
        AUTHOR = "Hao, J. and Yao, X.L. and Bian, Y. and Tong, G. and Cao, J. and Li, W.L. and Yu, X.C. and Zhao, J.C. and Chang, H.L. and Zhou, J. and Deng, C.W. and Yu, Y.T.",
        TITLE = "Active Defocus Blurring for Background Clutter Suppression in LWIR
DoFP Polarimeter",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7686-7701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80657"}

@inproceedings{bb83328,
        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#TT80658"}

@inproceedings{bb83329,
        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#TT80659"}

@inproceedings{bb83330,
        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#TT80660"}

@inproceedings{bb83331,
        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#TT80661"}

@inproceedings{bb83332,
        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#TT80662"}

@inproceedings{bb83333,
        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#TT80663"}

@inproceedings{bb83334,
        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#TT80664"}

@inproceedings{bb83335,
        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#TT80665"}

@inproceedings{bb83336,
        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#TT80666"}

@inproceedings{bb83337,
        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#TT80667"}

@inproceedings{bb83338,
        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#TT80668"}

@inproceedings{bb83339,
        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#TT80669"}

@inproceedings{bb83340,
        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#TT80670"}

@inproceedings{bb83341,
        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#TT80671"}

@inproceedings{bb83342,
        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#TT80672"}

@inproceedings{bb83343,
        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#TT80673"}

@inproceedings{bb83344,
        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#TT80674"}

@inproceedings{bb83345,
        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#TT80675"}

@inproceedings{bb83346,
        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#TT80676"}

@inproceedings{bb83347,
        AUTHOR = "Vo, T.",
        TITLE = "Attention! Stay Focus!",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "479-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80677"}

@inproceedings{bb83348,
        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#TT80678"}

@inproceedings{bb83349,
        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#TT80679"}

@inproceedings{bb83350,
        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#TT80680"}

@inproceedings{bb83351,
        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#TT80681"}

@inproceedings{bb83352,
        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#TT80682"}

@inproceedings{bb83353,
        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#TT80683"}

@inproceedings{bb83354,
        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#TT80684"}

@inproceedings{bb83355,
        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#TT80685"}

@inproceedings{bb83356,
        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#TT80686"}

@inproceedings{bb83357,
        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#TT80687"}

@inproceedings{bb83358,
        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#TT80688"}

@inproceedings{bb83359,
        AUTHOR = "Chen, D.J. and Chen, H.T. and Chang, L.W.",
        TITLE = "Fast defocus map estimation",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3962-3966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80689"}

@inproceedings{bb83360,
        AUTHOR = "Kofoed, B. and Janssen, E. and de With, P.H.N.",
        TITLE = "Dynamic focus control for preventing motion blur",
        BOOKTITLE = AVSS15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80690"}

@inproceedings{bb83361,
        AUTHOR = "Kang, P.C. and Lin, H.Y.",
        TITLE = "Intelligent autofocus with adaptive depth of field",
        BOOKTITLE = MVA15,
        YEAR = "2015",
        PAGES = "463-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80691"}

@inproceedings{bb83362,
        AUTHOR = "Fang, X.Y. and Shen, F. and Guo, Y.W. and Jacquemin, C. and Zhou, J. and Huang, S.C.",
        TITLE = "A consistent pixel-wise blur measure for partially blurred images",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "496-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80692"}

@inproceedings{bb83363,
        AUTHOR = "Mavridaki, E. and Mezaris, V.",
        TITLE = "No-reference blur assessment in natural images using Fourier
transform and spatial pyramids",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "566-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80693"}

@inproceedings{bb83364,
        AUTHOR = "Huang, H.J. and Christodoulou, A.G. and Sun, W.D.",
        TITLE = "Super-resolution hyperspectral imaging with unknown blurring by
low-rank and group-sparse modeling",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2155-2159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80694"}

@inproceedings{bb83365,
        AUTHOR = "Tsai, D.C. and Chen, H.H.",
        TITLE = "Transformation of focus profiles for digital autofocus",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1070-1074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80695"}

@inproceedings{bb83366,
        AUTHOR = "Tsai, D.C. and Chen, H.H.",
        TITLE = "Smooth control of continuous autofocus",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "373-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80696"}

@inproceedings{bb83367,
        AUTHOR = "Tsai, D.C. and Chen, H.H.",
        TITLE = "Effective autofocus decision using reciprocal focus profile",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "621-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80697"}

@inproceedings{bb83368,
        AUTHOR = "Neverova, N. and Konik, H.",
        TITLE = "Edge-based method for sharp region extraction from low depth of field
images",
        BOOKTITLE = VCIP12,
        YEAR = "2012",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80698"}

@inproceedings{bb83369,
        AUTHOR = "Bimber, O. and Qureshi, H. and Grundhofer, A. and Grosse, M. and Danch, D.",
        TITLE = "Adaptive Coded Aperture Photography",
        BOOKTITLE = ISVC11,
        YEAR = "2011",
        PAGES = "I: 54-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80699"}

@inproceedings{bb83370,
        AUTHOR = "Fang, S. and Jin, R. and Cao, Y.",
        TITLE = "Fast depth estimation from single image using structured forest",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "4022-4026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80700"}

@inproceedings{bb83371,
        AUTHOR = "Cao, Y. and Fang, S. and Wang, F.",
        TITLE = "Single Image Multi-focusing Based on Local Blur Estimation",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "168-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80701"}

@inproceedings{bb83372,
        AUTHOR = "Ladha, S.N. and Smith Miles, K. and Chandran, S.",
        TITLE = "Projection defocus correction using adaptive kernel sampling and
geometric correction in dual-planar environments",
        BOOKTITLE = PROCAMS11,
        YEAR = "2011",
        PAGES = "9-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80702"}

@inproceedings{bb83373,
        AUTHOR = "Chen, D.Q. and Shao, H. and Dai, Q.H.",
        TITLE = "Robust focal length estimation based on minimal solution method",
        BOOKTITLE = "3DTV11",
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80703"}

@inproceedings{bb83374,
        AUTHOR = "Vaquero, D.A. and Gelfand, N. and Tico, M. and Pulli, K. and Turk, M.A.",
        TITLE = "Generalized autofocus",
        BOOKTITLE = WACV11,
        YEAR = "2011",
        PAGES = "511-518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80704"}

@inproceedings{bb83375,
        AUTHOR = "Zhong, S.H. and Liu, Y. and Liu, Y. and Chung, F.L.",
        TITLE = "A semantic no-reference image sharpness metric based on top-down and
bottom-up saliency map modeling",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1553-1556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80705"}

@inproceedings{bb83376,
        AUTHOR = "Bilcu, R.C. and Alenius, S. and Vehvilainen, M.",
        TITLE = "A novel method for multi-focus image fusion",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1525-1528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80706"}

@inproceedings{bb83377,
        AUTHOR = "Liu, W. and Shen, J. and Tan, B.",
        TITLE = "Autofocusing Image System of CD-SEM",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80707"}

@inproceedings{bb83378,
        AUTHOR = "Huhle, B. and Schairer, T. and Schilling, A. and Straßer, W.",
        TITLE = "Optimal Alignment of 3D Data for Spatial Discretization",
        BOOKTITLE = CRV11,
        YEAR = "2011",
        PAGES = "355-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80708"}

@inproceedings{bb83379,
        AUTHOR = "Huhle, B. and Schairer, T. and Jenke, P. and Straßer, W.",
        TITLE = "Realistic Depth Blur for Images with Range Data",
        BOOKTITLE = Dyn3D09,
        YEAR = "2009",
        PAGES = "84-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80709"}

@inproceedings{bb83380,
        AUTHOR = "Kusumoto, N. and Hiura, S. and Sato, K.",
        TITLE = "Uncalibrated synthetic aperture for defocus control",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2552-2559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80710"}

@inproceedings{bb83381,
        AUTHOR = "Makkapati, V.V.",
        TITLE = "Improved wavelet-based microscope autofocusing for blood smears by
using segmentation",
        BOOKTITLE = CASE09,
        YEAR = "2009",
        PAGES = "208-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80711"}

@inproceedings{bb83382,
        AUTHOR = "Makkapati, V.V.",
        TITLE = "Segmentation based microscope autofocusing for blood smears",
        BOOKTITLE = SPIE,
        VOLUME = "7260",
        YEAR = "2009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80712"}

@inproceedings{bb83383,
        AUTHOR = "Oyamada, Y.J. and Saito, H.",
        TITLE = "Defocus Blur Correcting Projector-Camera System",
        BOOKTITLE = ACIVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80713"}

@inproceedings{bb83384,
        AUTHOR = "Oyamada, Y.J. and Saito, H.",
        TITLE = "Focal Pre-Correction of Projected Image for Deblurring Screen Image",
        BOOKTITLE = PROCAMS07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80714"}

@inproceedings{bb83385,
        AUTHOR = "Joshi, N. and Szeliski, R.S. and Kriegman, D.J.",
        TITLE = "PSF estimation using sharp edge prediction",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80715"}

@inproceedings{bb83386,
        AUTHOR = "Ahmad, M.B.",
        TITLE = "Focus measure operator using 3D gradient",
        BOOKTITLE = ICMV07,
        YEAR = "2007",
        PAGES = "18-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80716"}

@inproceedings{bb83387,
        AUTHOR = "Dai, Z.J. and Wu, Y.H.",
        TITLE = "Where Are Focused Places of a Photo?",
        BOOKTITLE = Visual07,
        YEAR = "2007",
        PAGES = "73-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80717"}

@inproceedings{bb83388,
        AUTHOR = "Gierl, C. and Kondo, T. and Voos, H. and Kongprawechon, W. and Phoojaruenchanachai, S.",
        TITLE = "Image Processing Algorithms for an Auto Focus System for Slit Lamp
Microscopy",
        BOOKTITLE = ACIVS07,
        YEAR = "2007",
        PAGES = "909-919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80718"}

@inproceedings{bb83389,
        AUTHOR = "Okatani, T. and Deguchi, K.",
        TITLE = "Estimating Scale of a Scene from a Single Image Based on Defocus Blur
and Scene Geometry",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80719"}

@inproceedings{bb83390,
        AUTHOR = "Hsu, W. and Fuh, C.S.",
        TITLE = "A New Sampling Method of Auto Focus for Voice Coil Motor in Camera
Modules",
        BOOKTITLE = PSIVT06,
        YEAR = "2006",
        PAGES = "1254-1263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80720"}

@inproceedings{bb83391,
        AUTHOR = "Song, Y. and Li, M.T. and Sun, L.",
        TITLE = "A New Auto-focusing Algorithm for Optical Microscope Based Automated
System",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80721"}

@inproceedings{bb83392,
        AUTHOR = "Yao, Y. and Abidi, B.R. and Tousek, M. and Abidi, M.A.",
        TITLE = "Auto-focusing in Extreme Zoom Surveillance: A System Approach with
Application to Faces",
        BOOKTITLE = ISVC06,
        YEAR = "2006",
        PAGES = "I: 401-410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80722"}

@inproceedings{bb83393,
        AUTHOR = "Yao, Y. and Abidi, B.R. and Abidi, M.A.",
        TITLE = "Digital Imaging with Extreme Zoom: System Design and Image Restoration",
        BOOKTITLE = CVS06,
        YEAR = "2006",
        PAGES = "52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80723"}

@inproceedings{bb83394,
        AUTHOR = "Dubowy, J.N. and Herman, G.T.",
        TITLE = "An Approach to the Correction of Distance-Dependent Defocus in Electron
Microscopic Reconstruction",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "III: 748-751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80724"}

@inproceedings{bb83395,
        AUTHOR = "Antunes, M. and Trachtenberg, M. and Thomas, G. and Shoa, T.",
        TITLE = "All-in-Focus Imaging Using a Series of Images on Different Focal Planes",
        BOOKTITLE = ICIAR05,
        YEAR = "2005",
        PAGES = "174-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80725"}

@inproceedings{bb83396,
        AUTHOR = "Kubota, A. and Kodama, K. and Hatori, Y.",
        TITLE = "Image-Based Refocusing by 3D Filtering",
        BOOKTITLE = PSIVT07,
        YEAR = "2007",
        PAGES = "385-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80726"}

@inproceedings{bb83397,
        AUTHOR = "Yoshida, T. and Yokota, A. and Kashiyama, H. and Hamamoto, T.",
        TITLE = "Smart image sensor for high speed in-focus detection",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2837-2840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80727"}

@inproceedings{bb83398,
        AUTHOR = "Dijk, J. and van Ginkel, M. and van Asselt, R.J. and van Vliet, L.J. and Verbeek, P.W.",
        TITLE = "A New Sharpness Measure Based on Gaussian Lines and Edges",
        BOOKTITLE = CAIP03,
        YEAR = "2003",
        PAGES = "149-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80728"}

@inproceedings{bb83399,
        AUTHOR = "Schlag, J.F. and Sanderson, A.C. and Neuman, C.P. and Wimberly, F.C.",
        TITLE = "Implementation of Automatic Focusing
Algorithms for a Computer Vision System with Camera Control",
        BOOKTITLE = CMU-RI-TR,
        YEAR = "1983",
        PAGES = "POPEYE",
        BIBSOURCE = "http://www.visionbib.com/bibliography/shapefrom403.html#TT80729"}

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