@article{bb233100,
AUTHOR = "Lin, M.Y. and Zhang, C. and He, C. and Yu, L.",
TITLE = "Learning Parallax for Stereo Event-Based Motion Deblurring",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "10032-10046",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228134"}
@article{bb233101,
AUTHOR = "Cheng, J.H. and Pan, L. and Liu, T. and Cheng, B. and Cai, Y.H.",
TITLE = "FPGA-Based Real-Time Deblurring and Enhancement for UAV-Captured
Infrared Imagery",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "20",
PAGES = "3446",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228135"}
@article{bb233102,
AUTHOR = "Pei, B. and Long, K. and Gao, Z.B. and Gu, J. and Wang, S.F. and Lu, X.H.",
TITLE = "MSTSGM: A multi-scale temporal-spatial guided model for image
deblurring",
JOURNAL = SP:IC,
VOLUME = "141",
YEAR = "2026",
PAGES = "117443",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228136"}
@article{bb233103,
AUTHOR = "Guo, L. and Yu, J. and Zhang, N. and Xiao, C.B.",
TITLE = "Self-supervised multi-scale uniform motion deblurring via alternating
optimization",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112774",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228137"}
@article{bb233104,
AUTHOR = "Wen, Y.H. and Zhang, Z. and Ma, X.P. and Zhu, P.P. and Li, J.L. and Niu, G.C. and Miao, Q.G.",
TITLE = "Rule-Semantic Generative Calibration Blur Detection for UAV Imagery",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2771-2785",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228138"}
@article{bb233105,
AUTHOR = "Zhang, T.T. and Lu, J.W. and Jin, Q.Y. and Zeng, T.Y.",
TITLE = "A Survey of Single Image Blind Motion Deblurring from Traditional to
Deep Learning",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "9",
MONTH = "February",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228139"}
@article{bb233106,
AUTHOR = "Li, H.Y. and Chen, H.H. and Zhao, J.X. and Chen, B.K. and Xu, H. and Luo, P. and Feng, H.J. and Xu, Z.H. and Li, Q. and Chen, Y.T.",
TITLE = "Real-World Deep Local Motion Deblurring With Position Guidance",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5132-5145",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228140"}
@article{bb233107,
AUTHOR = "Guo, R.Z. and Zhang, S. and Li, J.X. and Shui, Z.Y. and Zhu, C. and Yang, L.",
TITLE = "DFFormer: Dual Frequency-Driven Transformer for real-world image
deblurring",
JOURNAL = CVIU,
VOLUME = "268",
YEAR = "2026",
PAGES = "104763",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228141"}
@article{bb233108,
AUTHOR = "Luo, W.H. and Gao, X.G. and Zhang, Z.J. and Huang, J.X.W. and Zhang, H.Y. and Lin, J. and Shi, H. and Zeng, H.Q.",
TITLE = "Collaborative Refinement Guidance for High-Fidelity Defect Image
Synthesis",
JOURNAL = CirSysVideo,
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YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "6414-6427",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228142"}
@article{bb233109,
AUTHOR = "Xiao, Z. and Li, Z.Y. and Zhao, Y. and Liu, Y. and Zhang, Z. and Jia, W.",
TITLE = "Learning Dual Modality Interactions for Event-Based Motion Deblurring",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "3652-3666",
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AUTHOR = "Pang, W. and Zhan, Z.H. and Zhu, X. and Bai, Y.",
TITLE = "Image Motion Blur Removal In The Temporal Dimension With Video
Diffusion Models",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "325-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228144"}
@inproceedings{bb233111,
AUTHOR = "Shen, P. and Jung, C.",
TITLE = "Event-Guided Motion Deblurring with Wavelet-Based Cross-Modal Feature
Fusion",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1876-1881",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228145"}
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TITLE = "Event-Conditioned Dual-Modal Fusion for Motion Deblurring",
BOOKTITLE = NTIRE25,
YEAR = "2025",
PAGES = "1473-1483",
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AUTHOR = "Kumar, A. and N, R.A.",
TITLE = "DynaMoDe-NeRF: Motion-aware Deblurring Neural Radiance Field for
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "21728-21738",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228147"}
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AUTHOR = "Chen, D.S. and Zhou, S.H. and Pan, J.S. and Shi, J.L. and Qu, L. and Yang, J.F.",
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AUTHOR = "Author, N.",
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AUTHOR = "Lee, S. and Lee, G.H.",
TITLE = "DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "21739-21749",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228150"}
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AUTHOR = "Zou, R. and Pollefeys, M. and Rozumnyi, D.",
TITLE = "Retrieval Robust to Object Motion Blur",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXIV: 251-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228151"}
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AUTHOR = "Sun, Z.J. and Fu, X.Y. and Huang, L.Z. and Liu, A.P. and Zha, Z.J.",
TITLE = "Motion Aware Event Representation-driven Image Deblurring",
BOOKTITLE = ECCV24,
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AUTHOR = "Liu, C.X. and Wang, X. and Xu, X.Y. and Tian, R. and Li, S. and Qian, X.M. and Yang, M.H.",
TITLE = "Motion-Adaptive Separable Collaborative Filters for Blind Motion
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AUTHOR = "Kim, T. and Cho, H. and Yoon, K.J.",
TITLE = "Frequency-Aware Event-Based Video Deblurring for Real-World Motion
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BOOKTITLE = CVPR24,
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AUTHOR = "Yang, Y.X. and Liang, J.X. and Yu, B. and Chen, Y. and Ren, J.S. and Shi, B.X.",
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Interpolation",
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AUTHOR = "Zhang, J.Y. and Chen, S.Y. and Zheng, Y.J. and Yu, Z.F. and Huang, T.J.",
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AUTHOR = "Kim, I. and Choi, J.S. and Seo, G. and Kwon, K. and Shin, J. and Lee, H.E.",
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AUTHOR = "Spetlik, R. and Rozumnyi, D. and Matas, J.G.",
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Objects with Denoising Diffusion Probabilistic Models",
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AUTHOR = "Cho, H. and Jeong, Y. and Kim, T. and Yoon, K.J.",
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AUTHOR = "Zhang, X. and Yu, L. and Yang, W. and Liu, J.Z. and Xia, G.S.",
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AUTHOR = "Kim, K. and Lee, S.Y. and Cho, S.",
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AUTHOR = "Argaw, D.M. and Kim, J.S. and Rameau, F. and Zhang, C.N. and Kweon, I.S.",
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AUTHOR = "Laroche, C. and Almansa, A. and Tassano, M.",
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AUTHOR = "Liu, T. and Tan, S.",
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AUTHOR = "Jiang, B.R. and Xie, Z.H. and Xia, Z. and Li, S. and Liu, S.",
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Deblurring",
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PAGES = "XVIII:663-678",
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AUTHOR = "Kim, T. and Lee, J. and Wang, L. and Yoon, K.J.",
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AUTHOR = "Song, C. and Huang, Q.X. and Bajaj, C.",
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AUTHOR = "Rozumnyi, D. and Oswald, M.R. and Ferrari, V. and Pollefeys, M.",
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Objects in Videos",
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@inproceedings{bb233145,
AUTHOR = "Mikamo, M. and Furukawa, R. and Kawasaki, H.",
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AUTHOR = "Mao, Z.J. and Chen, X. and Wang, Y.C. and Yan, J.",
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AUTHOR = "Shedligeri, P. and Anupama, S. and Mitra, K.",
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@inproceedings{bb233158,
AUTHOR = "Anupama, S. and Shedligeri, P. and Pal, A. and Mitra, K.",
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TITLE = "Photosequencing of Motion Blur using Short and Long Exposures",
BOOKTITLE = NTIRE20,
YEAR = "2020",
PAGES = "2150-2159",
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@inproceedings{bb233163,
AUTHOR = "Kaufman, A. and Fattal, R.",
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BOOKTITLE = CVPR20,
YEAR = "2020",
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AUTHOR = "Suin, M. and Purohit, K. and Rajagopalan, A.N.",
TITLE = "Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion
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BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3603-3612",
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@inproceedings{bb233165,
AUTHOR = "Yuan, Y. and Su, W. and Ma, D.",
TITLE = "Efficient Dynamic Scene Deblurring Using Spatially Variant
Deconvolution Network With Optical Flow Guided Training",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3552-3561",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776.html#TT228199"}
@inproceedings{bb233166,
AUTHOR = "Jiang, Z. and Zhang, Y. and Zou, D.Q. and Ren, J. and Lv, J.C. and Liu, Y.B.",
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BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3317-3326",
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@inproceedings{bb233167,
AUTHOR = "Dhanakshirur, R.R. and Tabib, R.A. and Patil, U. and Mudenagudi, U.",
TITLE = "Evidence Based Feature Selection and Collaborative Representation
Towards Learning Based PSF Estimation for Motion Deblurring",
BOOKTITLE = RLQ19,
YEAR = "2019",
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AUTHOR = "Kupyn, O. and Martyniuk, T. and Wu, J. and Wang, Z.",
TITLE = "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better",
BOOKTITLE = ICCV19,
YEAR = "2019",
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AUTHOR = "Shen, Z. and Wang, W. and Lu, X. and Shen, J. and Ling, H. and Xu, T. and Shao, L.",
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@inproceedings{bb233170,
AUTHOR = "Purohit, K. and Shah, A. and Rajagopalan, A.N.",
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BOOKTITLE = CVPR19,
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@inproceedings{bb233171,
AUTHOR = "Brooks, T. and Barron, J.T.",
TITLE = "Learning to Synthesize Motion Blur",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "6833-6841",
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@inproceedings{bb233172,
AUTHOR = "Gao, H.Y. and Tao, X. and Shen, X.Y. and Jia, J.Y.",
TITLE = "Dynamic Scene Deblurring With Parameter Selective Sharing and Nested
Skip Connections",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "3843-3851",
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@inproceedings{bb233173,
AUTHOR = "Fukushima, N. and Kawasaki, Y. and Maeda, Y.",
TITLE = "Accelerating Redundant DCT Filtering for Deblurring and Denoising",
BOOKTITLE = ICIP19,
YEAR = "2019",
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AUTHOR = "Purohit, K. and Rajagopalan, A.N.",
TITLE = "Efficient Motion Deblurring with Feature Transformation and Spatial
Attention",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "4674-4678",
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@inproceedings{bb233175,
AUTHOR = "Jin, M. and Meishvili, G. and Favaro, P.",
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Image",
BOOKTITLE = CVPR18,
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@inproceedings{bb233176,
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BOOKTITLE = ECCV18,
YEAR = "2018",
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TITLE = "Structural Compact Core Tensor Dictionary Learning for Multispec-Tral
Remote Sensing Image Deblurring",
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neural network",
BOOKTITLE = ICIP17,
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AUTHOR = "Ramakrishnan, S. and Pachori, S. and Gangopadhyay, A. and Raman, S.",
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deblurring",
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AUTHOR = "Punnappurath, A. and Balaji, Y. and Mohan, M. and Rajagopalan, A.N.",
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BOOKTITLE = ECCV16,
YEAR = "2016",
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AUTHOR = "Teo, T.A. and Zhan, K.Z.",
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Detection",
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YEAR = "2016",
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@inproceedings{bb233198,
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@inproceedings{bb233199,
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