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        AUTHOR = "Xia, K.",
        TITLE = "Research on target detection-based autofocus system",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "559-563",
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@inproceedings{bb75601,
        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",
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@inproceedings{bb75602,
        AUTHOR = "Mazilu, I. and Wang, S. 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",
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@inproceedings{bb75603,
        AUTHOR = "Ye, Q. and Suganuma, M. and Okatani, T.",
        TITLE = "Accurate Single-Image Defocus Deblurring Based on Improved
Integration with Defocus Map Estimation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "750-754",
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@inproceedings{bb75604,
        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",
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@inproceedings{bb75605,
        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",
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@inproceedings{bb75606,
        AUTHOR = "Wu, M.L. and Dayana, V.R.K. and Hwang, H.",
        TITLE = "Direct Handheld Burst Imaging to Simulated Defocus",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb75607,
        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",
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@inproceedings{bb75608,
        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",
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@inproceedings{bb75609,
        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",
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@inproceedings{bb75610,
        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",
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@inproceedings{bb75611,
        AUTHOR = "Son, H. and Lee, J. and Cho, S. and Lee, S.Y.",
        TITLE = "Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous
Convolutions",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2622-2630",
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@inproceedings{bb75612,
        AUTHOR = "Weng, X.Y. and She, M. and Nakath, D. and Koser, K.",
        TITLE = "MaCal - Macro Lens Calibration and the Focus Stack Camera Model",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "136-144",
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@inproceedings{bb75613,
        AUTHOR = "Vo, T.",
        TITLE = "Attention! Stay Focus!",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "479-486",
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@inproceedings{bb75614,
        AUTHOR = "Abuolaim, A. and Timofte, R. and Brown, M.S. and Zhang, D.F. and Wang, X.B. and Zamir, S.W. and Arora, A. and Khan, S. and Hayat, M. and Khan, F.S. and Shao, L. and Liu, S. and Lei, L. and Feng, C. and Xiong, Z.W. and Xiao, Z. and Xu, R.K. and Zhu, Y. and Liu, D. and Vo, T. and Miao, S. and Shah, N.A. and Liang, P.W. and Zhong, Z.W. and Hu, X.Y. and Chen, Y.Q. and Li, C.H. and Bai, X.Y. and Zhang, C. and Yao, Y.H. and Gang, R.P. and Nathan, S. and Ragavendran, T. and Srinija, V. and Srivatsav, V.",
        TITLE = "NTIRE 2021 Challenge for Defocus Deblurring Using Dual-pixel Images:
Methods and Results",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "578-587",
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@inproceedings{bb75615,
        AUTHOR = "Abuolaim, A. and Brown, M.S.",
        TITLE = "Defocus Deblurring Using Dual-pixel Data",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:111-126",
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@inproceedings{bb75616,
        AUTHOR = "Zhang, N. and Yan, J.C.",
        TITLE = "Rethinking the Defocus Blur Detection Problem and a Real-time Deep Dbd
Model",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:617-632",
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@inproceedings{bb75617,
        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",
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@inproceedings{bb75618,
        AUTHOR = "Abuolaim, A. and Brown, M.S.",
        TITLE = "Online Lens Motion Smoothing for Video Autofocus",
        BOOKTITLE = WACV20,
        YEAR = "2020",
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@inproceedings{bb75619,
        AUTHOR = "Najibi, M. and Singh, B. and Davis, L.",
        TITLE = "AutoFocus: Efficient Multi-Scale Inference",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
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@inproceedings{bb75620,
        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",
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@inproceedings{bb75621,
        AUTHOR = "Andrade, J. and Turaga, P. and Spanias, A.",
        TITLE = "Spatially-Varying Sharpness Map Estimation Based on the Quotient of
Spectral Bands",
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        YEAR = "2019",
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@inproceedings{bb75622,
        AUTHOR = "Sakurikar, P. and Mehta, I. and Narayanan, P.J.",
        TITLE = "Defocus Magnification Using Conditional Adversarial Networks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
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@inproceedings{bb75623,
        AUTHOR = "Abuolaim, A. and Punnappurath, A. and Brown, M.S.",
        TITLE = "Revisiting Autofocus for Smartphone Cameras",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XV: 545-559",
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@inproceedings{bb75624,
        AUTHOR = "Portilla, J. and Barbero, S.",
        TITLE = "Comparing optical to digital metrics: What is the optimal defocus in
a rotationally symmetric system?",
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        YEAR = "2017",
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@inproceedings{bb75625,
        AUTHOR = "Chan, C.C. and Huang, S.K. and Chen, H.H.",
        TITLE = "Enhancement of phase detection for autofocus",
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        YEAR = "2017",
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@inproceedings{bb75626,
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        TITLE = "Autofocus window selection algorithm based on visual saliency",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
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@inproceedings{bb75627,
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        TITLE = "Geometry-based PSF estimation and deblurring of defocused images with
depth information",
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@inproceedings{bb75628,
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@inproceedings{bb75629,
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@inproceedings{bb75630,
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@inproceedings{bb75631,
        AUTHOR = "Fang, X.Y. and Shen, F. and Guo, Y.W. and Jacquemin, C. and Zhou, J. and Huang, S.C.",
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@inproceedings{bb75632,
        AUTHOR = "Mavridaki, E. and Mezaris, V.",
        TITLE = "No-reference blur assessment in natural images using Fourier
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@inproceedings{bb75633,
        AUTHOR = "Huang, H.J. and Christodoulou, A.G. and Sun, W.D.",
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@inproceedings{bb75634,
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@inproceedings{bb75635,
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        TITLE = "Smooth control of continuous autofocus",
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@inproceedings{bb75636,
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        TITLE = "Effective autofocus decision using reciprocal focus profile",
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@inproceedings{bb75637,
        AUTHOR = "Neverova, N. and Konik, H.",
        TITLE = "Edge-based method for sharp region extraction from low depth of field
images",
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@inproceedings{bb75638,
        AUTHOR = "Bimber, O. and Qureshi, H. and Grundhofer, A. and Grosse, M. and Danch, D.",
        TITLE = "Adaptive Coded Aperture Photography",
        BOOKTITLE = ISVC11,
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@inproceedings{bb75639,
        AUTHOR = "Fang, S. and Jin, R. and Cao, Y.",
        TITLE = "Fast depth estimation from single image using structured forest",
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@inproceedings{bb75640,
        AUTHOR = "Cao, Y. and Fang, S. and Wang, F.",
        TITLE = "Single Image Multi-focusing Based on Local Blur Estimation",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
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@inproceedings{bb75641,
        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",
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@inproceedings{bb75642,
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        TITLE = "Robust focal length estimation based on minimal solution method",
        BOOKTITLE = "3DTV11",
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@inproceedings{bb75643,
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@inproceedings{bb75644,
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@inproceedings{bb75645,
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@inproceedings{bb75646,
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@inproceedings{bb75647,
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@inproceedings{bb75648,
        AUTHOR = "Huhle, B. and Schairer, T. and Jenke, P. and Straßer, W.",
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@inproceedings{bb75649,
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@inproceedings{bb75650,
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@inproceedings{bb75651,
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@inproceedings{bb75652,
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@inproceedings{bb75653,
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@inproceedings{bb75654,
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@inproceedings{bb75655,
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@inproceedings{bb75656,
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@inproceedings{bb75657,
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@inproceedings{bb75658,
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@inproceedings{bb75659,
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@inproceedings{bb75660,
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@inproceedings{bb75661,
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@inproceedings{bb75662,
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@inproceedings{bb75663,
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@inproceedings{bb75664,
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@book{bb75679,
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@inproceedings{bb75680,
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from motion-blur cues",
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@article{bb75681,
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        AUTHOR = "Favaro, P. and Burger, M. and Soatto, S.",
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Images via Anisotropic Diffusion",
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@article{bb75683,
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@inproceedings{bb75684,
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@article{bb75685,
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Extracting information from blurred smears",
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@inproceedings{bb75690,
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@inproceedings{bb75691,
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@article{bb75692,
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@inproceedings{bb75693,
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@inproceedings{bb75694,
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@inproceedings{bb75695,
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@article{bb75696,
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@inproceedings{bb75697,
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@inproceedings{bb75698,
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@inproceedings{bb75699,
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