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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#TT79134"}
@article{bb81801,
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#TT79135"}
@article{bb81802,
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#TT79136"}
@inproceedings{bb81803,
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#TT79137"}
@article{bb81804,
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#TT79138"}
@article{bb81805,
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#TT79139"}
@article{bb81806,
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#TT79140"}
@inproceedings{bb81807,
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#TT79141"}
@inproceedings{bb81808,
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#TT79142"}
@article{bb81809,
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#TT79143"}
@article{bb81810,
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#TT79144"}
@article{bb81811,
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#TT79145"}
@article{bb81812,
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#TT79146"}
@inproceedings{bb81813,
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#TT79147"}
@article{bb81814,
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#TT79148"}
@article{bb81815,
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#TT79149"}
@article{bb81816,
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#TT79150"}
@article{bb81817,
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#TT79151"}
@article{bb81818,
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#TT79152"}
@inproceedings{bb81819,
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#TT79153"}
@inproceedings{bb81820,
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#TT79154"}
@inproceedings{bb81821,
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#TT79155"}
@inproceedings{bb81822,
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#TT79156"}
@inproceedings{bb81823,
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#TT79157"}
@inproceedings{bb81824,
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#TT79158"}
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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#TT79159"}
@inproceedings{bb81826,
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#TT79160"}
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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#TT79161"}
@inproceedings{bb81828,
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#TT79162"}
@inproceedings{bb81829,
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#TT79163"}
@inproceedings{bb81830,
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#TT79164"}
@inproceedings{bb81831,
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#TT79165"}
@inproceedings{bb81832,
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#TT79166"}
@inproceedings{bb81833,
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#TT79167"}
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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#TT79168"}
@inproceedings{bb81835,
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#TT79169"}
@inproceedings{bb81836,
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.",
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BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2208-2218",
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@inproceedings{bb81837,
AUTHOR = "Weng, X.Y. and She, M.K. and Nakath, D. and Koser, K.",
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BOOKTITLE = "3DV21",
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@inproceedings{bb81838,
AUTHOR = "Vo, T.",
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@inproceedings{bb81839,
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@inproceedings{bb81842,
AUTHOR = "Takayama, N. and Takahashi, H.",
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Using Theoretical Thresholding and Graphcuts",
BOOKTITLE = ACIVS20,
YEAR = "2020",
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depth information",
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@inproceedings{bb81872,
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@inproceedings{bb81881,
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