@inproceedings{bb25400,
        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#TT23779"}

@inproceedings{bb25401,
        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#TT23780"}

@article{bb25402,
        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#TT23781"}

@article{bb25403,
        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#TT23782"}

@article{bb25404,
        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#TT23783"}

@article{bb25405,
        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#TT23784"}

@article{bb25406,
        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#TT23785"}

@article{bb25407,
        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#TT23786"}

@article{bb25408,
        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#TT23787"}

@inproceedings{bb25409,
        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#TT23788"}

@inproceedings{bb25410,
        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#TT23789"}

@article{bb25411,
        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#TT23790"}

@article{bb25412,
        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#TT23791"}

@article{bb25413,
        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#TT23792"}

@article{bb25414,
        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#TT23793"}

@article{bb25415,
        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#TT23794"}

@article{bb25416,
        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#TT23795"}

@inproceedings{bb25417,
        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#TT23796"}

@inproceedings{bb25418,
        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#TT23797"}

@inproceedings{bb25419,
        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#TT23798"}

@inproceedings{bb25420,
        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#TT23799"}

@inproceedings{bb25421,
        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#TT23800"}

@inproceedings{bb25422,
        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#TT23801"}

@inproceedings{bb25423,
        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#TT23802"}

@inproceedings{bb25424,
        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#TT23803"}

@inproceedings{bb25425,
        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#TT23804"}

@inproceedings{bb25426,
        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#TT23805"}

@inproceedings{bb25427,
        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#TT23806"}

@inproceedings{bb25428,
        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#TT23807"}

@inproceedings{bb25429,
        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#TT23808"}

@inproceedings{bb25430,
        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#TT23809"}

@inproceedings{bb25431,
        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#TT23810"}

@inproceedings{bb25432,
        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#TT23811"}

@inproceedings{bb25433,
        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#TT23812"}

@inproceedings{bb25434,
        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#TT23813"}

@inproceedings{bb25435,
        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#TT23814"}

@inproceedings{bb25436,
        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#TT23815"}

@inproceedings{bb25437,
        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#TT23816"}

@inproceedings{bb25438,
        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#TT23817"}

@inproceedings{bb25439,
        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#TT23818"}

@inproceedings{bb25440,
        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#TT23819"}

@inproceedings{bb25441,
        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#TT23820"}

@inproceedings{bb25442,
        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#TT23821"}

@inproceedings{bb25443,
        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#TT23822"}

@inproceedings{bb25444,
        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#TT23823"}

@inproceedings{bb25445,
        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#TT23824"}

@inproceedings{bb25446,
        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#TT23825"}

@inproceedings{bb25447,
        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#TT23826"}

@inproceedings{bb25448,
        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#TT23827"}

@inproceedings{bb25449,
        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#TT23828"}

@inproceedings{bb25450,
        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#TT23829"}

@inproceedings{bb25451,
        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#TT23830"}

@inproceedings{bb25452,
        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#TT23831"}

@inproceedings{bb25453,
        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#TT23832"}

@inproceedings{bb25454,
        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#TT23833"}

@inproceedings{bb25455,
        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#TT23834"}

@inproceedings{bb25456,
        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#TT23835"}

@inproceedings{bb25457,
        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#TT23836"}

@inproceedings{bb25458,
        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#TT23837"}

@inproceedings{bb25459,
        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#TT23838"}

@inproceedings{bb25460,
        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#TT23839"}

@inproceedings{bb25461,
        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#TT23840"}

@inproceedings{bb25462,
        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#TT23841"}

@inproceedings{bb25463,
        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#TT23842"}

@inproceedings{bb25464,
        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#TT23843"}

@inproceedings{bb25465,
        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#TT23844"}

@inproceedings{bb25466,
        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#TT23845"}

@inproceedings{bb25467,
        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#TT23846"}

@inproceedings{bb25468,
        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#TT23847"}

@inproceedings{bb25469,
        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#TT23848"}

@inproceedings{bb25470,
        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#TT23849"}

@inproceedings{bb25471,
        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#TT23850"}

@inproceedings{bb25472,
        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#TT23851"}

@inproceedings{bb25473,
        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#TT23852"}

@inproceedings{bb25474,
        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#TT23853"}

@inproceedings{bb25475,
        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#TT23854"}

@inproceedings{bb25476,
        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#TT23855"}

@inproceedings{bb25477,
        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#TT23856"}

@inproceedings{bb25478,
        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#TT23857"}

@inproceedings{bb25479,
        AUTHOR = "Li, X. and Jin, X. and Lin, J.X. and Liu, S. and Wu, Y.J. and Yu, T. and Zhou, W. and Chen, Z.B.",
        TITLE = "Learning Disentangled Feature Representation for Hybrid-Distorted Image
Restoration",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 313-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23858"}

@inproceedings{bb25480,
        AUTHOR = "Wang, W. and Guo, R. and Tian, Y. and Yang, W.",
        TITLE = "CFSNet: Toward a Controllable Feature Space for Image Restoration",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4139-4148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23859"}

@inproceedings{bb25481,
        AUTHOR = "Anwar, S. and Barnes, N.",
        TITLE = "Real Image Denoising With Feature Attention",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3155-3164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23860"}

@inproceedings{bb25482,
        AUTHOR = "Potts, C. and Yang, L. and Oyen, D. and Wohlberg, B.",
        TITLE = "A Topological Graph-Based Representation for Denoising Low Quality
Binary Images",
        BOOKTITLE = SGRL19,
        YEAR = "2019",
        PAGES = "1788-1798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23861"}

@inproceedings{bb25483,
        AUTHOR = "Marinc, T. and Srinivasan, V. and Gul, S. and Hellge, C. and Samek, W.",
        TITLE = "Multi-Kernel Prediction Networks for Denoising of Burst Images",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2404-2408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23862"}

@inproceedings{bb25484,
        AUTHOR = "Kim, Y. and Soh, J.W. and Cho, N.I.",
        TITLE = "Adaptively Tuning a Convolutional Neural Network by Gating Process
for Image Denoising",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1800-1804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23863"}

@inproceedings{bb25485,
        AUTHOR = "Lempitsky, V. and Vedaldi, A. and Ulyanov, D.",
        TITLE = "Deep Image Prior",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9446-9454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23864"}

@inproceedings{bb25486,
        AUTHOR = "Dorta, G. and Vicente, S. and Agapito, L. and Campbell, N.D.F. and Simpson, I.",
        TITLE = "Structured Uncertainty Prediction Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5477-5485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23865"}

@inproceedings{bb25487,
        AUTHOR = "Chen, J.W. and Chen, J.W. and Chao, H.Y. and Yang, M.",
        TITLE = "Image Blind Denoising with Generative Adversarial Network Based Noise
Modeling",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3155-3164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23866"}

@inproceedings{bb25488,
        AUTHOR = "Channoufi, I. and Bourouis, S. and Bouguila, N. and Hamrouni, K.",
        TITLE = "A Flexible Statistical Model for Image Denoising",
        BOOKTITLE = ICIAR18,
        YEAR = "2018",
        PAGES = "30-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23867"}

@inproceedings{bb25489,
        AUTHOR = "Bergmann, R.",
        TITLE = "MVIRT, a toolbox for manifold-valued image restoration",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "201-205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23868"}

@inproceedings{bb25490,
        AUTHOR = "Zhang, J. and Pan, J. and Lai, W.S. and Lau, R.W.H. and Yang, M.H.",
        TITLE = "Learning Fully Convolutional Networks for Iterative Non-blind
Deconvolution",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6969-6977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23869"}

@inproceedings{bb25491,
        AUTHOR = "Foare, M. and Lachaud, J.O. and Talbot, H.",
        TITLE = "Image restoration and segmentation using the Ambrosio-Tortorelli
functional and Discrete Calculus",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1418-1423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23870"}

@inproceedings{bb25492,
        AUTHOR = "Li, J. and Tu, Q.A. and Yan, Z.Y.",
        TITLE = "Refining pre-image via error compensation for KPCA-based pattern
de-noising",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "414-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23871"}

@inproceedings{bb25493,
        AUTHOR = "Boudjenouia, F. and Abed Meraim, K. and Chetouani, A. and Jennane, R.",
        TITLE = "On the use of image quality measures for image restoration",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23872"}

@inproceedings{bb25494,
        AUTHOR = "Li, J.W. and Chen, X.W. and Zou, D.Q. and Gao, B. and Teng, W.",
        TITLE = "Conformal and Low-Rank Sparse Representation for Image Restoration",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "235-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23873"}

@inproceedings{bb25495,
        AUTHOR = "Guven, H.E. and Gungor, A. and Cetin, M.",
        TITLE = "An Augmented Lagrangian Method for image reconstruction with multiple
features",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4175-4179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23874"}

@inproceedings{bb25496,
        AUTHOR = "Kandaswamy, C. and Silva, L.M. and Cardoso, J.S.",
        TITLE = "Source-Target-Source Classification Using Stacked Denoising
Autoencoders",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "39-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23875"}

@inproceedings{bb25497,
        AUTHOR = "Liu, K. and Xu, M. and Yu, Z.Y.",
        TITLE = "Feature-Preserving Image Restoration from Adaptive Triangular Meshes",
        BOOKTITLE = Restoration14,
        YEAR = "2014",
        PAGES = "II: 31-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23876"}

@inproceedings{bb25498,
        AUTHOR = "Jiang, F. and Zhang, S.P. and Zhao, D.B. and Kung, S.Y.",
        TITLE = "Image Restoration via Multi-prior Collaboration",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "III: 191-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23877"}

@inproceedings{bb25499,
        AUTHOR = "Zang, X.H. and Shi, Y.H. and Wang, J. and Ding, W.P. and Yin, B.C.",
        TITLE = "Optimizing collaborative sparse dictionary for compressive light
field photography",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT23878"}