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AUTHOR = "Bilal, M. and Arif, M.",
TITLE = "A generalized modeling of ill-posed inverse reconstruction of images
using a novel data-driven framework",
JOURNAL = SIViP,
VOLUME = "14",
YEAR = "2020",
NUMBER = "2",
MONTH = "March",
PAGES = "333-341",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24433"}
@article{bb26062,
AUTHOR = "Liu, D. and Sun, K. and Wang, Z.Y. and Liu, R.S. and Zha, Z.J.",
TITLE = "Frank-Wolfe Network:
An Interpretable Deep Structure for Non-Sparse Coding",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "3068-3080",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24434"}
@article{bb26063,
AUTHOR = "Dou, H.F. and Chen, K. and Li, Q.X. and Jin, R. and Wu, Y.C. and Lei, Z.Y.",
TITLE = "Analysis and Correction of the Rank-Deficient Error for 2-D Mirrored
Aperture Synthesis",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "2222-2230",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24435"}
@article{bb26064,
AUTHOR = "Lei, L. and Sun, Y. and Li, X.",
TITLE = "Sparse signal recovery via infimal convolution based penalty",
JOURNAL = SP:IC,
VOLUME = "94",
YEAR = "2021",
PAGES = "116214",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24436"}
@article{bb26065,
AUTHOR = "Zou, Q.Y. and Zhang, H.C. and Yang, H.W.",
TITLE = "Expectation-Maximization-Aided Hybrid Generalized Expectation
Consistent for Sparse Signal Reconstruction",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "648-652",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24437"}
@article{bb26066,
AUTHOR = "Yun, J.D. and Kim, Y.H.",
TITLE = "Two-stage adaptive random Fourier sampling method for image
reconstruction",
JOURNAL = PR,
VOLUME = "117",
YEAR = "2021",
PAGES = "107990",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24438"}
@article{bb26067,
AUTHOR = "Chen, Y.M. and Liu, H.C. and Ye, X.J. and Zhang, Q.C.",
TITLE = "Learnable Descent Algorithm for Nonsmooth Nonconvex Image
Reconstruction",
JOURNAL = SIIMS,
VOLUME = "14",
YEAR = "2021",
NUMBER = "4",
PAGES = "1532-1564",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24439"}
@article{bb26068,
AUTHOR = "Pinetz, T. and Kobler, E. and Pock, T. and Effland, A.",
TITLE = "Shared Prior Learning of Energy-Based Models for Image Reconstruction",
JOURNAL = SIIMS,
VOLUME = "14",
YEAR = "2021",
NUMBER = "4",
PAGES = "1706-1748",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24440"}
@article{bb26069,
AUTHOR = "Mei, R. and Wang, Z.G. and Hu, W.",
TITLE = "Robust Blind Equalization Algorithm Using Convolutional Neural
Network",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1569-1573",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24441"}
@article{bb26070,
AUTHOR = "Dong, J.Y. and Lyu, W.T. and Zhou, D. and Xu, W.Q.",
TITLE = "Variational Bayesian and Generalized Approximate Message
Passing-Based Sparse Bayesian Learning Model for Image Reconstruction",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "2328-2332",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24442"}
@article{bb26071,
AUTHOR = "Dong, W.S. and Wu, J.J. and Li, L. and Shi, G.M. and Li, X.",
TITLE = "Bayesian Deep Learning for Image Reconstruction:
From structured sparsity to uncertainty estimation",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "73-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24443"}
@article{bb26072,
AUTHOR = "Mukherjee, S. and Hauptmann, A. and Oktem, O. and Pereyra, M. and Schonlieb, C.B.",
TITLE = "Learned Reconstruction Methods With Convergence Guarantees:
A survey of concepts and applications",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "164-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24444"}
@article{bb26073,
AUTHOR = "Chen, B. and Song, J.C. and Xie, J.F. and Zhang, J.",
TITLE = "Deep Physics-Guided Unrolling Generalization for Compressed Sensing",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "2864-2887",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24445"}
@article{bb26074,
AUTHOR = "Zhang, W.X. and Cui, X.L. and Zhao, Z.K. and Zhao, X.Q.",
TITLE = "Sub-Nyquist Sampling and Gridless Frequency Estimation Based on
Channelization",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1492-1496",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24446"}
@article{bb26075,
AUTHOR = "Li, P. and Hu, Y.",
TITLE = "Learned Tensor Low-CP-Rank and Bloch Response Manifold Priors for
Non-Cartesian MRF Reconstruction",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3702-3714",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24447"}
@article{bb26076,
AUTHOR = "Guan, Y. and Li, Y. and Liu, R. and Meng, Z.Y. and Li, Y. and Ying, L. and Du, Y.P.P. and Liang, Z.P.",
TITLE = "Subspace Model-Assisted Deep Learning for Improved Image Reconstruction",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3833-3846",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24448"}
@article{bb26077,
AUTHOR = "Kofler, A. and Altekruger, F. and Ba, F.A. and Kolbitsch, C. and Papoutsellis, E. and Schote, D. and Sirotenko, C. and Zimmermann, F.F. and Papafitsoros, K.",
TITLE = "Learning Regularization Parameter-Maps for Variational Image
Reconstruction Using Deep Neural Networks and Algorithm Unrolling",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "4",
PAGES = "2202-2246",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24449"}
@article{bb26078,
AUTHOR = "Li, J. and Wang, W.X. and Ji, H.",
TITLE = "Self-Supervised Deep Learning for Image Reconstruction:
A Langevin Monte Carlo Approach",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "4",
PAGES = "2247-2284",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24450"}
@article{bb26079,
AUTHOR = "Kong, X.Y. and Chen, Y.Y. and He, Z.Y.",
TITLE = "When Channel Correlation Meets Sparse Prior:
Keeping Interpretability in Image Compressive Sensing",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2953-2965",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24451"}
@article{bb26080,
AUTHOR = "Zhong, Y.H. and Zhang, C.X. and Yang, X. and Wang, S.S.",
TITLE = "Video Compressed Sensing Reconstruction via an Untrained Network with
Low-Rank Regularization",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "4590-4601",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24452"}
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AUTHOR = "Quan, Y.H. and Qin, X.R. and Pang, T.Y. and Ji, H.",
TITLE = "Siamese Cooperative Learning for Unsupervised Image Reconstruction
From Incomplete Measurements",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4866-4879",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24453"}
@article{bb26082,
AUTHOR = "Cao, J.H. and Yang, Z.B. and Chen, X.F.",
TITLE = "Delay Coprime Sampling: A Simplified Sub-Nyquist Sampling for Noisy
Multi-Sinusoidal Signals",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1720-1724",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24454"}
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AUTHOR = "Kadambari, S.K. and Chepuri, S.P.",
TITLE = "Unlabeled Signal Reconstruction on Product Graphs",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1995-1999",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24455"}
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AUTHOR = "Ying, Y. and Wang, J. and Shi, Y.H. and Ling, N. and Yin, B.C.",
TITLE = "Dual-Domain Feature Fusion and Multi-Level Memory-Enhanced Network
for Spectral Compressive Imaging",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9562-9577",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24456"}
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AUTHOR = "Luo, K. and Ou, L. and Zhang, M. and Liao, S. and Zhang, C.F.",
TITLE = "A dictionary learning based unsupervised neural network for single
image compressed sensing",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105281",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24457"}
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AUTHOR = "Wen, J.M. and Li, C.H. and Shu, Q.Y. and Zhou, Z.C.",
TITLE = "Randomized Orthogonal Matching Pursuit Algorithm with Adaptive
Partial Selection for Sparse Signal Recovery",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "2",
PAGES = "1028-1057",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24458"}
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AUTHOR = "Fan, X.B. and Huang, L.H.",
TITLE = "Recursive Recovery From Compressive Measurements With Generative
Models",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24459"}
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AUTHOR = "Reis, M.J.C.S.",
TITLE = "Generalized Nonuniform Sampling Reconstruction:
Stability Analysis and Error Bounds",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24460"}
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AUTHOR = "Salmi, R. and Valimaki, V.",
TITLE = "Suppression of Nyquist Ringing in FFT-Based Sample Rate Conversion",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24461"}
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AUTHOR = "Cho, L. and Chang, S.W.",
TITLE = "On the Performance of Discrete Papoulis-Gerchberg Type Iterative
Reconstruction",
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YEAR = "2026",
PAGES = "718-722",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24462"}
@inproceedings{bb26091,
AUTHOR = "Alijani, S. and Najjaran, H.",
TITLE = "WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty
Quantification Under Distribution Shifts",
BOOKTITLE = Uncertainty25,
YEAR = "2025",
PAGES = "1723-1732",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24463"}
@inproceedings{bb26092,
AUTHOR = "Wang, Z.Y. and Hamann, F. and Chaney, K. and Jiang, W. and Gallego, G. and Daniilidis, K.",
TITLE = "Event-Based Continuous Color Video Decompression from Single Frames",
BOOKTITLE = EventVision25,
YEAR = "2025",
PAGES = "4968-4978",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24464"}
@inproceedings{bb26093,
AUTHOR = "Singh, A. and Sharma, V. and Sukumaran, R. and Mose, J. and Chiu, J. and Yu, J. and Raskar, R.",
TITLE = "SIMBA: Split Inference: mechanisms, Benchmarks and Attacks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVI: 214-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24465"}
@inproceedings{bb26094,
AUTHOR = "Zhao, Y.T. and Zhang, T.J. and Ji, H.",
TITLE = "Test-time Model Adaptation for Image Reconstruction Using
Self-supervised Adaptive Layers",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXVII: 111-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24466"}
@inproceedings{bb26095,
AUTHOR = "Liu, Y.L. and Pang, Y. and Li, J. and Chen, Y. and Yap, P.T.",
TITLE = "Architecture-Agnostic Untrained Network Priors for Image Reconstruction
with Frequency Regularization",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XIV: 341-358",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24467"}
@inproceedings{bb26096,
AUTHOR = "Terris, M. and Moreau, T. and Pustelnik, N. and Tachella, J.",
TITLE = "Equivariant Plug-and-Play Image Reconstruction",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "25255-25264",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24468"}
@inproceedings{bb26097,
AUTHOR = "Zhang, J.C. and Zeng, H.J. and Chen, Y.Y. and Yu, D.X. and Zhao, Y.P.",
TITLE = "Improving Spectral Snapshot Reconstruction with Spectral-Spatial
Rectification",
BOOKTITLE = CVPR24,
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PAGES = "25817-25826",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24469"}
@inproceedings{bb26098,
AUTHOR = "Chen, X. and Zhu, W.H. and Qiu, P. and Razi, A.",
TITLE = "Imaging Signal Recovery Using Neural Network Priors Under Uncertain
Forward Model Parameters",
BOOKTITLE = PBDL24,
YEAR = "2024",
PAGES = "1420-1429",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24470"}
@inproceedings{bb26099,
AUTHOR = "Zhao, R. and Xiong, R.Q. and Zhao, J. and Zhang, J. and Fan, X.P. and Yu, Z.F. and Huang, T.J.",
TITLE = "Boosting Spike Camera Image Reconstruction from a Perspective of
Dealing with Spike Fluctuations",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24955-24965",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc122.html#TT24471"}
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