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        JOURNAL = PAMI,
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        YEAR = "2024",
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        MONTH = "February",
        PAGES = "1093-1108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23191"}

@article{bb24801,
        AUTHOR = "Cui, Y.N. and Liu, M.Y. and Su, X.F. and Knoll, A.",
        TITLE = "Frequency-Prompted Image Restoration to Enhance Perception in
Intelligent Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "21794-21808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23192"}

@article{bb24802,
        AUTHOR = "Yang, Z.Z. and Huang, J. and Zhou, M. and Zheng, N. and Zhao, F.",
        TITLE = "IRVR: A General Image Restoration Framework for Visual Recognition",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "7012-7026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23193"}

@article{bb24803,
        AUTHOR = "Zhu, H.Y. and Liu, S.H. and Liu, M. and Yan, Z.F. and Zuo, W.M.",
        TITLE = "De2Net: Under-display camera image restoration with feature
deconvolution and kernel decomposition",
        JOURNAL = CVIU,
        VOLUME = "244",
        YEAR = "2024",
        PAGES = "104028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23194"}

@article{bb24804,
        AUTHOR = "Wu, Z.M. and Huang, C.Y. and Zeng, T.Y.",
        TITLE = "Extrapolated Plug-and-Play Three-Operator Splitting Methods for
Nonconvex Optimization with Applications to Image Restoration",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "1145-1181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23195"}

@article{bb24805,
        AUTHOR = "Wu, Z.J. and Li, J. and Xu, C. and Huang, D.J. and Hoi, S.C.H.",
        TITLE = "RUN: Rethinking the UNet Architecture for Efficient Image Restoration",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10381-10394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23196"}

@article{bb24806,
        AUTHOR = "Tian, C.W. and Zheng, M.H. and Lin, C.W. and Li, Z.W. and Zhang, D.",
        TITLE = "Heterogeneous Window Transformer for Image Denoising",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6621-6632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23197"}

@article{bb24807,
        AUTHOR = "Cui, Y.N. and Ren, W.Q. and Cao, X.C. and Knoll, A.",
        TITLE = "Revitalizing Convolutional Network for Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9423-9438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23198"}

@article{bb24808,
        AUTHOR = "Zhang, K. and Kulshrestha, S. and Metzler, C.A.",
        TITLE = "A Scalable Training Strategy for Blind Multi-Distribution Noise
Removal",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "6216-6226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23199"}

@article{bb24809,
        AUTHOR = "Xu, J.Y. and Deng, X. and Zhang, C.X. and Li, S.X. and Xu, M.",
        TITLE = "Laplacian Gradient Consistency Prior for Flash Guided Non-Flash Image
Denoising",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "6380-6392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23200"}

@article{bb24810,
        AUTHOR = "Xu, X.D. and Zhang, Z.H. and Crabbe, M.J.C.",
        TITLE = "Satellite Image Restoration via an Adaptive QWNNM Model",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "22",
        PAGES = "4152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23201"}

@article{bb24811,
        AUTHOR = "Zhu, H. and Ng, M.K.",
        TITLE = "An Inexact Majorized Proximal Alternating Direction Method of
Multipliers for Diffusion Tensors",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "1795-1819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23202"}

@article{bb24812,
        AUTHOR = "Chen, J.R. and Liu, Z.Q. and Ding, M. and Ng, M.K.",
        TITLE = "Uniform Recovery Guarantees for Quantized Corrupted Sensing Using
Structured or Generative Priors",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "1909-1977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23203"}

@article{bb24813,
        AUTHOR = "Le, T.V. and Lee, J.Y.",
        TITLE = "QformerID: Quaternion Transformer-Based Image Denoising",
        JOURNAL = MultMedMag,
        VOLUME = "32",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "43-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23204"}

@article{bb24814,
        AUTHOR = "Yu, H.C. and Gong, W.X. and Chen, J.S. and Ma, H.M.",
        TITLE = "GET3DGS: Generate 3D Gaussians Based on Points Deformation Fields",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4437-4449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23205"}

@article{bb24815,
        AUTHOR = "Qiao, J. and Li, W. and Xie, H.Z. and Chen, H.T. and Hu, J. and Lin, S.H. and Han, J.G.",
        TITLE = "LIPT: Latency-Aware Image Processing Transformer",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3056-3069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23206"}

@article{bb24816,
        AUTHOR = "Zou, Y.H. and Fu, Y. and Zhang, Y. and Zhang, T. and Yan, C.G. and Timofte, R.",
        TITLE = "Calibration-Free Raw Image Denoising via Fine-Grained Noise
Estimation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5368-5384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23207"}

@inproceedings{bb24817,
        AUTHOR = "Conde, M.V. and Vasluianu, F. and Timofte, R.",
        TITLE = "Toward Efficient Deep Blind Raw Image Restoration",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1725-1731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23208"}

@article{bb24818,
        AUTHOR = "Mignon, S. and Galerne, B. and Hidane, M. and Louchet, C. and Mille, J.",
        TITLE = "Semi-Unbalanced Optimal Transport for Reference-Based Image
Restoration and Synthesis",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "1372-1416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23209"}

@article{bb24819,
        AUTHOR = "Zhang, S.C. and Zhang, H. and Wang, H.X.",
        TITLE = "HPPP: Halpern-Type Preconditioned Proximal Point Algorithms and
Applications to Image Restoration",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "1493-1521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23210"}

@article{bb24820,
        AUTHOR = "Li, B. and Gou, Y.B. and Wang, W.X. and Hu, P. and Zuo, W.M. and Peng, X.",
        TITLE = "Relationship Quantification of Image Degradations",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7081-7092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23211"}

@article{bb24821,
        AUTHOR = "He, P. and Zhang, L. and Yang, Y. and Zhou, Y. and Duan, S. and Hu, X.F.",
        TITLE = "MA-MNN: Multi-flow attentive memristive neural network for multi-task
image restoration",
        JOURNAL = SP:IC,
        VOLUME = "138",
        YEAR = "2025",
        PAGES = "117336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23212"}

@article{bb24822,
        AUTHOR = "Deng, N. and Han, J. and Ding, H.Y. and Liu, D.S. and Zhang, Z.C. and Song, W.P. and Tong, X.D.",
        TITLE = "OSSMDNet: An Omni-Selective Scanning Mechanism for a Remote Sensing
Image Denoising Network Based on the State-Space Model",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "16",
        PAGES = "2759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23213"}

@article{bb24823,
        AUTHOR = "Li, Y.S. and Bi, C.C. and Zhu, Y.Y. and Zhang, Q. and Zhao, H.Q.",
        TITLE = "Diffusion Laguerre Fourier Hierarchical Algorithm for Distributed
Censored Regression Over Networks",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3275-3279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23214"}

@article{bb24824,
        AUTHOR = "Qian, X.Y. and Wang, X. and Xing, Y.J. and Yang, G.S. and Dun, X. and Wang, Z.S. and Cheng, X.B.",
        TITLE = "MWR-Net: An Edge-Oriented Lightweight Framework for Image Restoration
in Single-Lens Infrared Computational Imaging",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "17",
        PAGES = "3005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23215"}

@article{bb24825,
        AUTHOR = "Yan, Y.Y. and Yao, S.Y. and Ren, W.Q. and Zhang, R. and Guo, Q. and Cao, X.C.",
        TITLE = "CAN: Cascade Augmentations Against Noise for Image Restoration",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5131-5146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23216"}

@article{bb24826,
        AUTHOR = "Lin, X. and Zhou, Y.Y. and Yue, J.T. and Ren, C. and Chan, K.C.K. and Qi, L. and Yang, M.H.",
        TITLE = "Re-Boosting Self-Collaboration Parallel Prompt GAN for Unsupervised
Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9827-9844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23217"}

@article{bb24827,
        AUTHOR = "Gu, Y. and Meng, Y. and Chen, S. and Ji, J.Y. and Sun, X.S. and Ruan, W.J. and Ji, R.R.",
        TITLE = "SFIR: Optimizing spatial and frequency domains for image restoration",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23218"}

@article{bb24828,
        AUTHOR = "Li, S.X. and Zhang, Z. and Xu, M. and Jiang, L. and Liu, Y.F. and Zhu, C.",
        TITLE = "Hierarchical Semantic Compression for Consistent Image Semantic
Restoration",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6767-6782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23219"}

@article{bb24829,
        AUTHOR = "Liu, J.J. and Jin, J. and Xiu, X.C. and Zhang, J.H. and Liu, W.Q.",
        TITLE = "STAR-Net: an interpretable model-aided network for remote sensing
image denoising",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23220"}

@article{bb24830,
        AUTHOR = "Xiao, J. and Fu, X.Y. and Zhu, Y.R. and Zha, Z.J.",
        TITLE = "Bayesian Window Transformer for Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2431-2444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23221"}

@inproceedings{bb24831,
        AUTHOR = "Xu, Y.Y. and Ge, C.J. and Fu, X.Y. and Zha, Z.J.",
        TITLE = "Event Denoising Based on Iterative Tree-Structured Information
Aggregation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2396-2401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23222"}

@inproceedings{bb24832,
        AUTHOR = "Liu, Y. and Li, D. and Fu, X.Y. and Lu, X. and Huang, J. and Zha, Z.J.",
        TITLE = "UHD-processer: Unified UHD Image Restoration with Progressive
Frequency Learning and Degradation-aware Prompts",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23121-23130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23223"}

@article{bb24833,
        AUTHOR = "Wang, W. and Lei, W.M. and Zhang, W. and Song, B.J. and Zhang, G.H. and Meng, Y.Z.",
        TITLE = "DSASformer: Dynamic scale-aware sparse transformer for image
restoration",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23224"}

@article{bb24834,
        AUTHOR = "Xu, S.P. and Hu, H.Y. and Tao, W.",
        TITLE = "Deep Fixed Projector: Fast Projection Network for Image Denoising via
Frozen Weights and Inter-Inference Consistency",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "708-712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23225"}

@article{bb24835,
        AUTHOR = "Wang, C. and Pan, J.S. and Wang, L.Y. and Wang, W. and Yang, Y.",
        TITLE = "Neural Discrimination-Prompted Transformers for Efficient UHD Image
Restoration and Enhancement",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23226"}

@inproceedings{bb24836,
        AUTHOR = "Zamfir, E. and Wu, Z.W. and Mehta, N. and Tan, Y.D. and Paudel, D.P. and Zhang, Y. and Timofte, R.",
        TITLE = "Complexity Experts are Task-Discriminative Learners for Any Image
Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12753-12763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23227"}

@inproceedings{bb24837,
        AUTHOR = "Pei, G.Z. and Lyu, S.J. and Chen, G. and Ma, K. and Xu, Q.Q. and Sun, Y.F. and Huang, Q.M.",
        TITLE = "Divide and Conquer: Heterogeneous Noise Integration for
Diffusion-based Adversarial Purification",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "29268-29277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23228"}

@inproceedings{bb24838,
        AUTHOR = "Purohit, V. and Repasky, M. and Lu, J.F. and Qiu, Q. and Xie, Y. and Cheng, X.Y.",
        TITLE = "Consistency Posterior Sampling for Diverse Image Synthesis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28327-28336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23229"}

@inproceedings{bb24839,
        AUTHOR = "Wang, H.R. and Mai, X.J. and Tao, Z. and Tong, X. and Lin, J.X. and Wang, Y. and Yu, J. and Yan, S.Q. and Zhou, Z.H. and Zhang, W.Q.",
        TITLE = "D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise
Mitigation in Vision-Based Affective Recognition",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19218-19229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23230"}

@inproceedings{bb24840,
        AUTHOR = "Liu, H. and Fu, J.H. and Xie, Q. and Meng, D.Y.",
        TITLE = "Rotation-Equivariant Self-Supervised Method in Image Denoising",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12720-12730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23231"}

@inproceedings{bb24841,
        AUTHOR = "Bai, Y. and Fu, J.H. and Xie, Q. and Meng, D.Y.",
        TITLE = "A Regularization-Guided Equivariant Approach for Image Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2300-2310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23232"}

@inproceedings{bb24842,
        AUTHOR = "Gu, Y. and Meng, Y. and Ji, J.Y. and Sun, X.S.",
        TITLE = "ACL: Activating Capability of Linear Attention for Image Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17913-17923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23233"}

@inproceedings{bb24843,
        AUTHOR = "Wang, S.Y. and Zheng, N.S. and Huang, J. and Zhao, F.",
        TITLE = "Navigating Image Restoration with VAR's Distribution Alignment Prior",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "7559-7569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23234"}

@inproceedings{bb24844,
        AUTHOR = "Terris, M. and Kamilov, U.S. and Moreau, T.",
        TITLE = "FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23185-23194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23235"}

@inproceedings{bb24845,
        AUTHOR = "Papkov, M. and Chizhov, P. and Parts, L.",
        TITLE = "SwinIA: Self-Supervised Blind-Spot Image Denoising Without
Convolutions",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7071-7080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23236"}

@inproceedings{bb24846,
        AUTHOR = "Mohammed, S.K. and Singh, S.",
        TITLE = "ZS-ACL: Light-Weight Zero-Shot Image Denoising Using
Alpha-Conditional Loss",
        BOOKTITLE = IVCNZ24,
        YEAR = "2024",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23237"}

@inproceedings{bb24847,
        AUTHOR = "Wu, J.W. and Jin, Z.",
        TITLE = "Unsupervised Variational Translator for Bridging Image Restoration and
High-level Vision Tasks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 214-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23238"}

@inproceedings{bb24848,
        AUTHOR = "Mao, J.F. and Wang, X.T. and Aizawa, K.",
        TITLE = "The Lottery Ticket Hypothesis in Denoising: Towards Semantic-driven
Initialization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIV: 93-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23239"}

@inproceedings{bb24849,
        AUTHOR = "Oh, Y.J. and Lee, K. and Lee, J.Y. and Lee, D.H. and Cho, N.I.",
        TITLE = "Panel-specific Degradation Representation for Raw Under-display Camera
Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVIII: 359-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23240"}

@inproceedings{bb24850,
        AUTHOR = "Jiang, X.Y. and Zhang, X. and Gao, N. and Deng, Y.",
        TITLE = "When Fast Fourier Transform Meets Transformer for Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLV: 381-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23241"}

@inproceedings{bb24851,
        AUTHOR = "Qi, C.Y. and Tu, Z.Z. and Ye, K. and Delbracio, M. and Milanfar, P. and Chen, Q.F. and Talebi, H.",
        TITLE = "Spire: Semantic Prompt-driven Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XL: 446-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23242"}

@inproceedings{bb24852,
        AUTHOR = "Zhou, S.H. and Pan, J.S. and Shi, J.L. and Chen, D. and Qu, L. and Yang, J.F.",
        TITLE = "Seeing the Unseen: A Frequency Prompt Guided Transformer for Image
Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVI: 246-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23243"}

@inproceedings{bb24853,
        AUTHOR = "Zhou, Y.C. and Zhou, P. and Ng, T.K.",
        TITLE = "Efficient Cascaded Multiscale Adaptive Network for Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIX: 92-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23244"}

@inproceedings{bb24854,
        AUTHOR = "Park, D. and Kim, H. and Chun, S.Y.",
        TITLE = "Contribution-based Low-rank Adaptation with Pre-training Model for Real
Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXIV: 87-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23245"}

@inproceedings{bb24855,
        AUTHOR = "Guo, Y. and Gao, Y. and Lu, Y.X. and Zhu, H.L. and Liu, R.W. and He, S.F.",
        TITLE = "Onerestore: A Universal Restoration Framework for Composite Degradation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIX: 255-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23246"}

@inproceedings{bb24856,
        AUTHOR = "Nehete, H. and Monga, A. and Kaushik, P. and Kaushik, B.K.",
        TITLE = "Fourier Prior-Based Two-Stage Architecture for Image Restoration",
        BOOKTITLE = NTIRE24,
        YEAR = "2024",
        PAGES = "6014-6023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23247"}

@inproceedings{bb24857,
        AUTHOR = "Ryou, D.H. and Ha, I. and Yoo, H. and Kim, D.W. and Han, B.H.",
        TITLE = "Robust Image Denoising Through Adversarial Frequency Mixup",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "2723-2732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23248"}

@inproceedings{bb24858,
        AUTHOR = "Joshi, A. and Akalwadi, N. and Mandi, C. and Desai, C. and Tabib, R.A. and Patil, U. and Mudenagudi, U.",
        TITLE = "HNN: Hierarchical Noise-Deinterlace Net Towards Image Denoising",
        BOOKTITLE = PBVS24,
        YEAR = "2024",
        PAGES = "3007-3016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23249"}

@inproceedings{bb24859,
        AUTHOR = "Li, Y.L. and Li, J.C. and Xiong, Z.W.",
        TITLE = "Look-Up Table Compression for Efficient Image Restoration",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26016-26025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23250"}

@inproceedings{bb24860,
        AUTHOR = "Gu, E. and Ge, H.W. and Guo, Y.",
        TITLE = "CoDe: An Explicit Content Decoupling Framework for Image Restoration",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "2920-2930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23251"}

@inproceedings{bb24861,
        AUTHOR = "Li, J. and Muramatsu, S.",
        TITLE = "Inter-Scale Sure-Let Image Restoration with Deep Unrolled Image Prior",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "3095-3099",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23252"}

@inproceedings{bb24862,
        AUTHOR = "Salmon, B. and Krull, A.",
        TITLE = "Direct Unsupervised Denoising",
        BOOKTITLE = BioIm23,
        YEAR = "2023",
        PAGES = "3840-3847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23253"}

@inproceedings{bb24863,
        AUTHOR = "Cheng, J. and Liu, T. and Tan, S.",
        TITLE = "Score Priors Guided Deep Variational Inference for Unsupervised
Real-World Single Image Denoising",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12891-12902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23254"}

@inproceedings{bb24864,
        AUTHOR = "Lin, X. and Ren, C. and Liu, X. and Huang, J. and Lei, Y.J.",
        TITLE = "Unsupervised Image Denoising in Real-World Scenarios via
Self-Collaboration Parallel Generative Adversarial Branches",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12608-12618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23255"}

@inproceedings{bb24865,
        AUTHOR = "Chen, H. and Qu, C.Y. and Zhang, Y. and Chen, C. and Jiao, J.B.",
        TITLE = "Multi-view Self-supervised Disentanglement for General Image
Denoising",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12247-12257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23256"}

@inproceedings{bb24866,
        AUTHOR = "Jang, Y.I. and Lee, K. and Park, G.Y. and Kim, S. and Cho, N.I.",
        TITLE = "Self-supervised Image Denoising with Downsampled Invariance Loss and
Conditional Blind-Spot Network",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12162-12171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23257"}

@inproceedings{bb24867,
        AUTHOR = "Liao, X.Y. and Zheng, T.H. and Zhong, J.Y. and Zhang, P.P. and Ren, C.",
        TITLE = "Asymmetric Mask Scheme for Self-Supervised Real Image Denoising",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXV: 199-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23258"}

@inproceedings{bb24868,
        AUTHOR = "Pan, Y.Z. and Liu, X. and Liao, X.Y. and Cao, Y.Z.H. and Ren, C.",
        TITLE = "Random Sub-Samples Generation for Self-Supervised Real Image
Denoising",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12116-12125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23259"}

@inproceedings{bb24869,
        AUTHOR = "Zou, Y.H. and Yan, C.G. and Fu, Y.",
        TITLE = "Iterative Denoiser and Noise Estimator for Self-Supervised Image
Denoising",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13219-13228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23260"}

@inproceedings{bb24870,
        AUTHOR = "Lai, Z.Q. and Yan, C.G. and Fu, Y.",
        TITLE = "Hybrid Spectral Denoising Transformer with Guided Attention",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13019-13029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23261"}

@inproceedings{bb24871,
        AUTHOR = "Liu, K. and Jiang, Y.T. and Choi, I. and Gu, J.",
        TITLE = "Learning Image-Adaptive Codebooks for Class-Agnostic Image
Restoration",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5350-5360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23262"}

@inproceedings{bb24872,
        AUTHOR = "Cui, Y.N. and Ren, W.Q. and Cao, X.C. and Knoll, A.",
        TITLE = "Focal Network for Image Restoration",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12955-12965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23263"}

@inproceedings{bb24873,
        AUTHOR = "Chen, X.Y. and Zhen, R. and Li, S. and Li, X.T. and Wang, G.H.",
        TITLE = "MOFA: A Model Simplification Roadmap for Image Restoration on Mobile
Devices",
        BOOKTITLE = REDLCV23,
        YEAR = "2023",
        PAGES = "1314-1324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23264"}

@inproceedings{bb24874,
        AUTHOR = "Chobola, T. and Muller, G. and Dausmann, V. and Theileis, A. and Taucher, J. and Huisken, J. and Peng, T.Y.",
        TITLE = "Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot
Image Restoration",
        BOOKTITLE = BioIm23,
        YEAR = "2023",
        PAGES = "3876-3885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23265"}

@inproceedings{bb24875,
        AUTHOR = "Agnihotri, S. and Gandikota, K.V. and Grabinski, J. and Chandramouli, P. and Keuper, M.",
        TITLE = "On the unreasonable vulnerability of transformers for image
restoration - and an easy fix",
        BOOKTITLE = AROW23,
        YEAR = "2023",
        PAGES = "3709-3719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23266"}

@inproceedings{bb24876,
        AUTHOR = "Sasaki, T. and Bandoh, Y. and Kitahara, M.",
        TITLE = "Complexity Reduction of Graph Signal Denoising Based on Fast Graph
Fourier Transform",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1910-1914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23267"}

@inproceedings{bb24877,
        AUTHOR = "Lopez Tapia, S. and Mateos, J. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "775-779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23268"}

@inproceedings{bb24878,
        AUTHOR = "Wang, C. and Zheng, Z.D. and Quan, R.J. and Sun, Y.F. and Yang, Y.",
        TITLE = "Context-Aware Pretraining for Efficient Blind Image Decomposition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "18186-18195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23269"}

@inproceedings{bb24879,
        AUTHOR = "Gautam, A. and Pawar, A. and Joshi, A. and Tazi, S.N. and Chaudhary, S. and Hambadre, P. and Dudhane, A. and Vipparthi, S.K. and Murala, S.",
        TITLE = "Pureformer: Transformer-Based Image Denoising",
        BOOKTITLE = NTIRE25,
        YEAR = "2025",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23270"}

@inproceedings{bb24880,
        AUTHOR = "Mehta, N. and Dudhane, A. and Murala, S. and Zamir, S.W. and Khan, S. and Khan, F.S.",
        TITLE = "Gated Multi-Resolution Transfer Network for Burst Restoration and
Enhancement",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "22201-22210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23271"}

@inproceedings{bb24881,
        AUTHOR = "Dudhane, A. and Zamir, S.W. and Khan, S. and Khan, F.S. and Yang, M.H.",
        TITLE = "Burstormer: Burst Image Restoration and Enhancement Transformer",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5703-5712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23272"}

@inproceedings{bb24882,
        AUTHOR = "Feng, R.C. and Li, C.Y. and Chen, H.J. and Li, S. and Gu, J. and Loy, C.C.",
        TITLE = "Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image
Restoration in Under-Display Camera",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5013-5022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23273"}

@inproceedings{bb24883,
        AUTHOR = "Liu, W.Y. and Wang, Y. and Yap, K.H. and Chau, L.P.",
        TITLE = "Bitstream-Corrupted JPEG Images are Restorable:
Two-stage Compensation and Alignment Framework for Image Restoration",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "9979-9988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23274"}

@inproceedings{bb24884,
        AUTHOR = "Li, X. and Li, B.C. and Jin, X. and Lan, C.L. and Chen, Z.B.",
        TITLE = "Learning Distortion Invariant Representation for Image Restoration
from a Causality Perspective",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "1714-1724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23275"}

@inproceedings{bb24885,
        AUTHOR = "Mansour, Y. and Heckel, R.",
        TITLE = "Zero-Shot Noise2Noise: Efficient Image Denoising without any Data",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14018-14027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23276"}

@inproceedings{bb24886,
        AUTHOR = "Wan, B. and Shi, D.M. and Liu, Y.K.",
        TITLE = "STN: Stochastic Triplet Neighboring Approach to Self-supervised
Denoising from Limited Noisy Images",
        BOOKTITLE = MMMod23,
        YEAR = "2023",
        PAGES = "I: 109-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23277"}

@inproceedings{bb24887,
        AUTHOR = "Liu, L. and Xie, L.X. and Zhang, X.P. and Yuan, S.X. and Chen, X.Y. and Zhou, W.G. and Li, H.Q. and Tian, Q.",
        TITLE = "TAPE: Task-Agnostic Prior Embedding for Image Restoration",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVIII:447-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23278"}

@inproceedings{bb24888,
        AUTHOR = "Jiang, Y.F. and Wronski, B. and Mildenhall, B. and Barron, J.T. and Wang, Z.Y. and Xue, T.F.",
        TITLE = "Fast and High Quality Image Denoising via Malleable Convolution",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVIII:429-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23279"}

@inproceedings{bb24889,
        AUTHOR = "Zhang, Z.X. and Liu, H. and Guo, Q.",
        TITLE = "Image Restoration Using Probability-Inducing Nuclear Norm
Minimization",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2666-2670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23280"}

@inproceedings{bb24890,
        AUTHOR = "Lee, H. and Choi, H. and Sohn, K.H. and Min, D.B.",
        TITLE = "KNN Local Attention for Image Restoration",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2129-2139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23281"}

@inproceedings{bb24891,
        AUTHOR = "Zhang, Y. and Li, D. and Law, K.L. and Wang, X.G. and Qin, H.W. and Li, H.S.",
        TITLE = "IDR: Self-Supervised Image Denoising via Iterative Data Refinement",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2088-2097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23282"}

@inproceedings{bb24892,
        AUTHOR = "Koh, J. and Lee, J. and Yoon, S.",
        TITLE = "BNUDC: A Two-Branched Deep Neural Network for Restoring Images from
Under-Display Cameras",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "1940-1949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23283"}

@inproceedings{bb24893,
        AUTHOR = "Kawar, B. and Vaksman, G. and Elad, M.",
        TITLE = "Stochastic Image Denoising by Sampling from the Posterior
Distribution",
        BOOKTITLE = AIM21,
        YEAR = "2021",
        PAGES = "1866-1875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23284"}

@inproceedings{bb24894,
        AUTHOR = "Ke, J.J. and Wang, Q.F. and Wang, Y.L. and Milanfar, P. and Yang, F.",
        TITLE = "MUSIQ: Multi-Scale Image Quality Transformer",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5128-5137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23285"}

@inproceedings{bb24895,
        AUTHOR = "Ohayon, G. and Adrai, T. and Vaksman, G. and Elad, M. and Milanfar, P.",
        TITLE = "High Perceptual Quality Image Denoising with a Posterior Sampling
CGAN",
        BOOKTITLE = AIM21,
        YEAR = "2021",
        PAGES = "1805-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23286"}

@inproceedings{bb24896,
        AUTHOR = "Man, S. and Ohayon, G. and Adrai, T. and Elad, M.",
        TITLE = "High-Perceptual Quality JPEG Decoding via Posterior Sampling",
        BOOKTITLE = NTIRE23,
        YEAR = "2023",
        PAGES = "1272-1282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23287"}

@inproceedings{bb24897,
        AUTHOR = "Liu, Y. and Qin, Z.Y. and Anwar, S. and Ji, P. and Kim, D. and Caldwell, S. and Gedeon, T.",
        TITLE = "Invertible Denoising Network: A Light Solution for Real Noise Removal",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13360-13369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23288"}

@inproceedings{bb24898,
        AUTHOR = "Mo, H.C. and Jiang, J.F. and Wang, Q. and Yin, D. and Dong, P.Y. and Tian, J.J.",
        TITLE = "Frequency Attention Network: Blind Noise Removal for Real Images",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "II:168-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23289"}

@inproceedings{bb24899,
        AUTHOR = "Zhu, M.Z. and Gao, Z. and Yu, J.Z. and He, B.W. and Liu, J.T.",
        TITLE = "ALRe: Outlier Detection for Guided Refinement",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:788-802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23290"}

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