@article{bb25400,
        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#TT23778"}

@article{bb25401,
        AUTHOR = "Cui, Y.N. and Liu, M.Y. and Ren, W.Q. and Shi, B.X. and Knoll, A.",
        TITLE = "Transformer-Inspired Convolutional Network for Image Restoration",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "15492-15506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23779"}

@article{bb25402,
        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#TT23780"}

@article{bb25403,
        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#TT23781"}

@article{bb25404,
        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#TT23782"}

@article{bb25405,
        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#TT23783"}

@article{bb25406,
        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#TT23784"}

@article{bb25407,
        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#TT23785"}

@article{bb25408,
        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#TT23786"}

@article{bb25409,
        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#TT23787"}

@article{bb25410,
        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#TT23788"}

@article{bb25411,
        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#TT23789"}

@article{bb25412,
        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#TT23790"}

@article{bb25413,
        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#TT23791"}

@article{bb25414,
        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#TT23792"}

@article{bb25415,
        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#TT23793"}

@article{bb25416,
        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#TT23794"}

@inproceedings{bb25417,
        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#TT23795"}

@article{bb25418,
        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#TT23796"}

@article{bb25419,
        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#TT23797"}

@article{bb25420,
        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#TT23798"}

@article{bb25421,
        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#TT23799"}

@article{bb25422,
        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#TT23800"}

@article{bb25423,
        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#TT23801"}

@article{bb25424,
        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#TT23802"}

@article{bb25425,
        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#TT23803"}

@article{bb25426,
        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#TT23804"}

@article{bb25427,
        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#TT23805"}

@article{bb25428,
        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#TT23806"}

@article{bb25429,
        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#TT23807"}

@article{bb25430,
        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#TT23808"}

@inproceedings{bb25431,
        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#TT23809"}

@inproceedings{bb25432,
        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#TT23810"}

@article{bb25433,
        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#TT23811"}

@article{bb25434,
        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#TT23812"}

@article{bb25435,
        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#TT23813"}

@article{bb25436,
        AUTHOR = "Selvan, C. and Senthilkumar, K.P. and Balasubramanian, K. and Singh, L.K.",
        TITLE = "Satellite image denoising leveraging ResUnet architecture integrated
with Variational Autoencoder techniques for enhanced image quality
and noise reduction",
        JOURNAL = SP:IC,
        VOLUME = "144",
        YEAR = "2026",
        PAGES = "117531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23814"}

@article{bb25437,
        AUTHOR = "Swetha, D. and Jyothi, N.",
        TITLE = "Medical Image Denoising Using a Novel Multilevel Convolutional
Optimized Visual Attention Network in Diverse Dataset",
        JOURNAL = IJIG,
        VOLUME = "26",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "2750025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23815"}

@article{bb25438,
        AUTHOR = "Liu, X. and Shi, X. and Pan, Y.Z. and Gu, S.H. and Liu, W. and Ren, C.",
        TITLE = "D2S-RSG-SSD: Dual Double-Sampling With Random Sub-Samples Generation
for Self-Supervised Real Image Denoising",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7766-7783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23816"}

@article{bb25439,
        AUTHOR = "Zhang, L. and Long, W. and Li, Y.W. and Zhou, X.Y. and Zhao, X.R. and Gu, S.H.",
        TITLE = "ATD: Improved Transformer With Adaptive Token Dictionary for Image
Restoration",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8018-8033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23817"}

@inproceedings{bb25440,
        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#TT23818"}

@inproceedings{bb25441,
        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#TT23819"}

@article{bb25442,
        AUTHOR = "Gao, H. and Ma, B. and Zhang, Y. and Yang, J.F. and Yang, J. and Wang, X.J. and Dang, D.P.",
        TITLE = "Emphasizing crucial features for efficient image restoration",
        JOURNAL = PR,
        VOLUME = "179",
        YEAR = "2026",
        PAGES = "113575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23820"}

@article{bb25443,
        AUTHOR = "Zhang, D. and Zhou, F.F. and Jiang, Y. and Albu, F. and Wei, Y.Z. and Yang, X. and Li, Q.",
        TITLE = "Unleashing the power of self-supervised image denoising:
A comprehensive review",
        JOURNAL = CVIU,
        VOLUME = "269",
        YEAR = "2026",
        PAGES = "104786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23821"}

@article{bb25444,
        AUTHOR = "Liu, Y.L. and Xia, W.C. and Zhen, L. and Wang, Q. and Zhao, H.T.",
        TITLE = "Learning to Suppress Sensing Clutter With ConvLSTM Networks",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "2565-2569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23822"}

@article{bb25445,
        AUTHOR = "Kumar, M. and Das, D. and Maji, S.K.",
        TITLE = "Convformer: A deep convolution and transformer-based image denoiser",
        JOURNAL = SP:IC,
        VOLUME = "148",
        YEAR = "2026",
        PAGES = "117660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23823"}

@article{bb25446,
        AUTHOR = "Sun, J.J. and Wu, H. and Cheng, F. and Qian, M.J. and Fu, G. and Wei, F.F. and Bao, Z.Y.",
        TITLE = "DBDenoiser: A dual-branch self-supervised image denoising method for
real-world scenarios",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23824"}

@article{bb25447,
        AUTHOR = "Zhang, T. and Fan, B. and Su, Q. and Chan, J.Y. and Jia, C.Y. and Zhao, X. and Zhong, S. and Zhang, A. and Bian, J. and Liu, D.",
        TITLE = "Adaptive Plug-and-Play Image Restoration for Diffractive Remote
Sensing with a Latent Diffusion Prior",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "18",
        PAGES = "3171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23825"}

@inproceedings{bb25448,
        AUTHOR = "Hadzic, A. and Thaler, F. and Bogensperger, L. and Joham, S.J. and Urschler, M.",
        TITLE = "Restora-Flow: Mask-Guided Image Restoration with Flow Matching",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "4943-4952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23826"}

@inproceedings{bb25449,
        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#TT23827"}

@inproceedings{bb25450,
        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#TT23828"}

@inproceedings{bb25451,
        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#TT23829"}

@inproceedings{bb25452,
        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#TT23830"}

@inproceedings{bb25453,
        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#TT23831"}

@inproceedings{bb25454,
        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#TT23832"}

@inproceedings{bb25455,
        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#TT23833"}

@inproceedings{bb25456,
        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#TT23834"}

@inproceedings{bb25457,
        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#TT23835"}

@inproceedings{bb25458,
        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#TT23836"}

@inproceedings{bb25459,
        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#TT23837"}

@inproceedings{bb25460,
        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#TT23838"}

@inproceedings{bb25461,
        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#TT23839"}

@inproceedings{bb25462,
        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#TT23840"}

@inproceedings{bb25463,
        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#TT23841"}

@inproceedings{bb25464,
        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#TT23842"}

@inproceedings{bb25465,
        AUTHOR = "Zhou, S.H. and Pan, J.S. and Shi, J.L. and Chen, D.S. 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#TT23843"}

@inproceedings{bb25466,
        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#TT23844"}

@inproceedings{bb25467,
        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#TT23845"}

@inproceedings{bb25468,
        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#TT23846"}

@inproceedings{bb25469,
        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#TT23847"}

@inproceedings{bb25470,
        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#TT23848"}

@inproceedings{bb25471,
        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#TT23849"}

@inproceedings{bb25472,
        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#TT23850"}

@inproceedings{bb25473,
        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#TT23851"}

@inproceedings{bb25474,
        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#TT23852"}

@inproceedings{bb25475,
        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#TT23853"}

@inproceedings{bb25476,
        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#TT23854"}

@inproceedings{bb25477,
        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#TT23855"}

@inproceedings{bb25478,
        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#TT23856"}

@inproceedings{bb25479,
        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#TT23857"}

@inproceedings{bb25480,
        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#TT23858"}

@inproceedings{bb25481,
        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#TT23859"}

@inproceedings{bb25482,
        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#TT23860"}

@inproceedings{bb25483,
        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#TT23861"}

@inproceedings{bb25484,
        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#TT23862"}

@inproceedings{bb25485,
        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#TT23863"}

@inproceedings{bb25486,
        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#TT23864"}

@inproceedings{bb25487,
        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#TT23865"}

@inproceedings{bb25488,
        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#TT23866"}

@inproceedings{bb25489,
        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#TT23867"}

@inproceedings{bb25490,
        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#TT23868"}

@inproceedings{bb25491,
        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#TT23869"}

@inproceedings{bb25492,
        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#TT23870"}

@inproceedings{bb25493,
        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#TT23871"}

@inproceedings{bb25494,
        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#TT23872"}

@inproceedings{bb25495,
        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#TT23873"}

@inproceedings{bb25496,
        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#TT23874"}

@inproceedings{bb25497,
        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#TT23875"}

@inproceedings{bb25498,
        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#TT23876"}

@inproceedings{bb25499,
        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#TT23877"}

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