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        TITLE = "Connections Between Deep Equilibrium and Sparse Representation Models
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        AUTHOR = "Pan, E. and Ma, Y. and Mei, X.G. and Fan, F. and Ma, J.Y.",
        TITLE = "Hyperspectral image denoising via spectral noise distribution
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        JOURNAL = PR,
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        YEAR = "2023",
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@article{bb30803,
        AUTHOR = "Lian, X.Y. and Yin, Z.H. and Zhao, S.W. and Li, D.D. and Lv, S. and Pang, B. and Sun, D.",
        TITLE = "A Neural Network for Hyperspectral Image Denoising by Combining
Spatial-Spectral Information",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
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@article{bb30804,
        AUTHOR = "Han, J. and Pan, C. and Ding, H.Y. and Zhang, Z.C.",
        TITLE = "Double-Factor Tensor Cascaded-Rank Decomposition for Hyperspectral
Image Denoising",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29166"}

@article{bb30805,
        AUTHOR = "Li, S.Z. and Geng, X.R. and Zhu, L.L. and Ji, L. and Zhao, Y.C.",
        TITLE = "Hyperspectral Image Denoising Based on Principal-Third-Order-Moment
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        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29167"}

@article{bb30806,
        AUTHOR = "Chen, Y.R. and Zhang, H. and Wang, Y.N. and Yang, Y.M. and Wu, J.",
        TITLE = "Flex-DLD: Deep Low-Rank Decomposition Model with Flexible Priors for
Hyperspectral Image Denoising and Restoration",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1211-1226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29168"}

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        TITLE = "Hyperspectral Image Super-Resolution Based on Feature Diversity
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        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
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        AUTHOR = "Zhang, J. and Chen, L. and Zhuo, L. and Liang, X. and Li, J.F.",
        TITLE = "An Efficient Hyperspectral Image Retrieval Method: Deep
Spectral-Spatial Feature Extraction with DCGAN and Dimensionality
Reduction Using t-SNE-Based NM Hashing",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29170"}

@article{bb30809,
        AUTHOR = "Wu, Y.J. and Xu, W. and Zheng, L.L.",
        TITLE = "Hyperspectral Image Mixed Noise Removal via Double Factor Total
Variation Nonlocal Low-Rank Tensor Regularization",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "10",
        PAGES = "1686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29171"}

@article{bb30810,
        AUTHOR = "Dong, L. and Mo, Y. and Sun, H. and Wu, F.F. and Dong, W.S.",
        TITLE = "Memory Augmentation and Non-Local Spectral Attention for
Hyperspectral Denoising",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "11",
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@article{bb30811,
        AUTHOR = "Mohan, D. and Aravinth, J. and Rajendran, S.",
        TITLE = "Hyperspectral Image Denoising and Compression Using Optimized
Bidirectional Gated Recurrent Unit",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "17",
        PAGES = "3258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29173"}

@article{bb30812,
        AUTHOR = "Luo, Z.Z. and Wang, X.Y. and Pellikka, P. and Heiskanen, J. and Zhong, Y.F.",
        TITLE = "Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral
Image Denoising",
        JOURNAL = Cyber,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5781-5794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29174"}

@article{bb30813,
        AUTHOR = "Li, M. and Fu, Y. and Zhang, T. and Liu, J. and Dou, D. and Yan, C.G. and Zhang, Y.",
        TITLE = "Latent Diffusion Enhanced Rectangle Transformer for Hyperspectral
Image Restoration",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "549-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29175"}

@inproceedings{bb30814,
        AUTHOR = "Li, M. and Liu, J. and Fu, Y. and Zhang, Y. and Dou, D.",
        TITLE = "Spectral Enhanced Rectangle Transformer for Hyperspectral Image
Denoising",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5805-5814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29176"}

@article{bb30815,
        AUTHOR = "Xing, Z.Y. and Wang, H.Q. and Liu, J. and Cheng, X. and Xu, Z.J.",
        TITLE = "MambaHR: State Space Model for Hyperspectral Image Restoration Under
Stray Light Interference",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "24",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29177"}

@article{bb30816,
        AUTHOR = "Ding, L. and Wang, Q. and Poo, Y. and Zhang, X.G.",
        TITLE = "Nonlocal Gaussian scale mixture modeling for hyperspectral image
denoising",
        JOURNAL = CVIU,
        VOLUME = "251",
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29178"}

@article{bb30817,
        AUTHOR = "Zhu, Z.L. and Chen, Y. and Zhang, S. and Luo, G.L. and Zeng, J.Y.",
        TITLE = "Mamba-Based Unet for Hyperspectral Image Denoising",
        JOURNAL = SPLetters,
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        PAGES = "1411-1415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29179"}

@article{bb30818,
        AUTHOR = "Lan, Q.Q. and He, Y.Q. and Han, Q.J. and Zhao, Y.G. and Li, W. and Xu, L. and Ming, D.P.",
        TITLE = "A Fast and Efficient Denoising and Surface Reflectance Retrieval
Method for ZY1-02D Hyperspectral Data",
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        YEAR = "2025",
        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29180"}

@article{bb30819,
        AUTHOR = "Naik, P. and Chakraborty, R. and Thiele, S. and Gloaguen, R.",
        TITLE = "Scalable Hyperspectral Enhancement via Patch-Wise Sparse Residual
Learning: Insights from Super-Resolved EnMAP Data",
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29181"}

@article{bb30820,
        AUTHOR = "Sun, J.J. and Mao, C.W. and Yang, Y. and Wang, S.K. and Xu, S.",
        TITLE = "Hyperspectral Image Denoising Based on Non-Convex Correlated Total
Variation",
        JOURNAL = RS,
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        YEAR = "2025",
        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29182"}

@article{bb30821,
        AUTHOR = "Liu, X.",
        TITLE = "Hyperspectral mixed noise removal using nonconvex low-rank and total
generalized variation",
        JOURNAL = SP:IC,
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29183"}

@article{bb30822,
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Subspace Implicit Neural Representation",
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        NUMBER = "16",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29184"}

@article{bb30823,
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Hyperspectral Image Denoising",
        JOURNAL = RS,
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        YEAR = "2025",
        NUMBER = "19",
        PAGES = "3348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29185"}

@article{bb30824,
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hyperspectral image denoising",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29186"}

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imagery",
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@article{bb30826,
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A Novel Regularization for Hyperspectral Image Denoising",
        JOURNAL = CirSysVideo,
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        YEAR = "2026",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29188"}

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Preference of Neural Networks",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29189"}

@article{bb30828,
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        TITLE = "Robust Deep Recovery Model With Spatial-Spectral Total Generalized
Variation Prior for Hyperspectral Image Denoising",
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@inproceedings{bb30829,
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Hyperspectral Image Restoration and Beyond",
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@inproceedings{bb30830,
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Hyperspectral Image Denoising",
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@inproceedings{bb30831,
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@inproceedings{bb30832,
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@inproceedings{bb30833,
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@inproceedings{bb30834,
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@inproceedings{bb30836,
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@inproceedings{bb30862,
        AUTHOR = "Seghouane, A.K.",
        TITLE = "Maximum likelihood blind image restoration via alternating minimization",
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        YEAR = "2010",
        PAGES = "3581-3584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29224"}

@inproceedings{bb30863,
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        TITLE = "Blind image deblurring using non-negative sparse approximation",
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@inproceedings{bb30864,
        AUTHOR = "Hanif, M. and Seghouane, A.K.",
        TITLE = "An effective image restoration using Kullback-Leibler divergence
minimization",
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        PAGES = "4522-4526",
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@inproceedings{bb30865,
        AUTHOR = "Hanif, M. and Seghouane, A.K.",
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Wavelet Domain",
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@article{bb30866,
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A New Directional Transform and Compactly Supported Shearlet Frames",
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@inproceedings{bb30867,
        AUTHOR = "Lim, W.Q.",
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        VOLUME = "22",
        YEAR = "2013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29229"}

@article{bb30868,
        AUTHOR = "Labate, D. and Lim, W. and Kutyniok, G. and Weiss, G.",
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        PAGES = "254-262
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@article{bb30869,
        AUTHOR = "Easley, G.R. and Labate, D. and Colonna, F.",
        TITLE = "Shearlet-Based Total Variation Diffusion for Denoising",
        JOURNAL = IP,
        VOLUME = "18",
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        PAGES = "260-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29231"}

@article{bb30870,
        AUTHOR = "Patel, V.M. and Easley, G.R. and Healy, D.M.",
        TITLE = "Shearlet-Based Deconvolution",
        JOURNAL = IP,
        VOLUME = "18",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29232"}

@inproceedings{bb30871,
        AUTHOR = "Easley, G.R. and Labate, D. and Patel, V.M.",
        TITLE = "Hyperbolic shearlets",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2449-2452",
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@article{bb30872,
        AUTHOR = "Li, Y.M. and Po, L.M. and Xu, X.Y. and Feng, L.",
        TITLE = "No-reference image quality assessment using statistical
characterization in the shearlet domain",
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        YEAR = "2014",
        NUMBER = "7",
        PAGES = "748-759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29234"}

@article{bb30873,
        AUTHOR = "Wang, X.Y. and Liu, Y.C. and Yang, H.Y.",
        TITLE = "An Efficient Remote Sensing Image Denoising Method in Extended Discrete
Shearlet Domain",
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        MONTH = "June",
        PAGES = "434-453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29235"}

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        AUTHOR = "Lakshman, H. and Lim, W. and Schwarz, H. and Marpe, D.M. and Kutyniok, G. and Wiegand, T.",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29236"}

@inproceedings{bb30875,
        AUTHOR = "Lakshman, H. and Lim, W. and Schwarz, H. and Marpe, D.M. and Kutyniok, G. and Wiegand, T.",
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        YEAR = "2013",
        PAGES = "655-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29237"}

@article{bb30876,
        AUTHOR = "Shahdoosti, H.R. and Khayat, O.",
        TITLE = "Image denoising using sparse representation classification and
non-subsampled shearlet transform",
        JOURNAL = SIViP,
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        PAGES = "1081-1087",
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@article{bb30877,
        AUTHOR = "Mahmoudpour, S. and Kim, M.B.",
        TITLE = "No-reference image quality assessment in complex-shearlet domain",
        JOURNAL = SIViP,
        VOLUME = "10",
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        NUMBER = "8",
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        PAGES = "1465-1472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29239"}

@article{bb30878,
        AUTHOR = "Gao, G.R. and Liu, Y.P. and Labate, D.",
        TITLE = "A two-stage shearlet-based approach for the removal of random-valued
impulse noise in images",
        JOURNAL = JVCIR,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "83-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29240"}

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        AUTHOR = "Li, Y. and Po, L.M. and Cheung, C.H. and Xu, X. and Feng, L. and Yuan, F. and Cheung, K.W.",
        TITLE = "No-Reference Video Quality Assessment With 3D Shearlet Transform and
Convolutional Neural Networks",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1044-1057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29241"}

@article{bb30880,
        AUTHOR = "Murphy, J.M. and Le Moigne, J. and Harding, D.J.",
        TITLE = "Automatic Image Registration of Multimodal Remotely Sensed Data With
Global Shearlet Features",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29243"}

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        AUTHOR = "Vishwakarma, A. and Bhuyan, M.K. and Iwahori, Y.J.",
        TITLE = "An optimized non-subsampled shearlet transform-based image fusion
using Hessian features and unsharp masking",
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        TITLE = "Infimal convolution type regularization of TGV and shearlet transform
for image restoration",
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        VOLUME = "182",
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nonsubsampled shearlet transform",
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc140slt3.html#TT29246"}

@article{bb30885,
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@inproceedings{bb30890,
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@article{bb30899,
        AUTHOR = "McDonnell, M.J. and Bates, R.H.T.",
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