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TITLE = "Hierarchical Sparse Bayesian Learning with Beta Process Priors for
Hyperspectral Imagery Restoration",
JOURNAL = IEICE,
VOLUME = "E100-D",
YEAR = "2017",
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MONTH = "February",
PAGES = "350-358",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28404"}
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AUTHOR = "Priego, B. and Duro, R.J. and Chanussot, J.",
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JOURNAL = PR,
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AUTHOR = "Chen, Y. and Guo, Y. and Wang, Y. and Wang, D. and Peng, C. and He, G.",
TITLE = "Denoising of Hyperspectral Images Using Nonconvex Low Rank Matrix
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JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "5366-5380",
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AUTHOR = "Shukla, U.P. and Nanda, S.J.",
TITLE = "Denoising hyperspectral images using Hilbert vibration decomposition
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JOURNAL = IET-IPR,
VOLUME = "12",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "1736-1745",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28407"}
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AUTHOR = "Sun, L. and Zhan, T.M. and Wu, Z.B. and Jeon, B.W.",
TITLE = "A Novel 3D Anisotropic Total Variation Regularized Low Rank Method
for Hyperspectral Image Mixed Denoising",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28408"}
@inproceedings{bb30005,
AUTHOR = "Sun, L. and Jeon, B.W.",
TITLE = "A novel subspace spatial-spectral low rank learning method for
hyperspectral denoising",
BOOKTITLE = VCIP17,
YEAR = "2017",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28409"}
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AUTHOR = "Yue, Z.S. and Meng, D.Y. and Sun, Y.Q. and Zhao, Q.",
TITLE = "Hyperspectral Image Restoration under Complex Multi-Band Noises",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28410"}
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AUTHOR = "Chang, Y. and Yan, L. and Fang, H. and Zhong, S. and Liao, W.",
TITLE = "HSI-DeNet:
Hyperspectral Image Restoration via Convolutional Neural Network",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "667-682",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28411"}
@article{bb30008,
AUTHOR = "Wei, W. and Zhang, L. and Jiao, Y. and Tian, C. and Wang, C. and Zhang, Y.",
TITLE = "Intracluster Structured Low-Rank Matrix Analysis Method for
Hyperspectral Denoising",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "866-880",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28412"}
@article{bb30009,
AUTHOR = "Zheng, X. and Yuan, Y. and Lu, X.",
TITLE = "Hyperspectral Image Denoising by Fusing the Selected Related Bands",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "2596-2609",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28413"}
@article{bb30010,
AUTHOR = "Liu, W. and Lee, J.",
TITLE = "A 3-D Atrous Convolution Neural Network for Hyperspectral Image
Denoising",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "5701-5715",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28414"}
@article{bb30011,
AUTHOR = "Zheng, Y. and Huang, T. and Zhao, X. and Jiang, T. and Ma, T. and Ji, T.",
TITLE = "Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank
Regularization",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "734-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28415"}
@article{bb30012,
AUTHOR = "Maffei, A. and Haut, J.M. and Paoletti, M.E. and Plaza, J. and Bruzzone, L. and Plaza, A.",
TITLE = "A Single Model CNN for Hyperspectral Image Denoising",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "2516-2529",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28416"}
@article{bb30013,
AUTHOR = "Chen, Y. and He, W. and Yokoya, N. and Huang, T.",
TITLE = "Hyperspectral Image Restoration Using Weighted Group
Sparsity-Regularized Low-Rank Tensor Decomposition",
JOURNAL = Cyber,
VOLUME = "50",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "3556-3570",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28417"}
@article{bb30014,
AUTHOR = "Zeng, H.J. and Xie, X.Z. and Cui, H.J. and Zhao, Y. and Ning, J.F.",
TITLE = "Hyperspectral image restoration via CNN denoiser prior regularized
low-rank tensor recovery",
JOURNAL = CVIU,
VOLUME = "197-198",
YEAR = "2020",
PAGES = "103004",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28418"}
@article{bb30015,
AUTHOR = "Takeyama, S. and Ono, S. and Kumazawa, I.",
TITLE = "A Constrained Convex Optimization Approach to Hyperspectral Image
Restoration with Hybrid Spatio-Spectral Regularization",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28419"}
@article{bb30016,
AUTHOR = "Aetesam, H. and Poonam, K. and Maji, S.K.",
TITLE = "Proximal approach to denoising hyperspectral images under mixed-noise
model",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "14",
MONTH = "December",
PAGES = "3366-3372",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28420"}
@article{bb30017,
AUTHOR = "Wang, M. and Wang, Q. and Chanussot, J. and Li, D.",
TITLE = "Hyperspectral Image Mixed Noise Removal Based on Multidirectional
Low-Rank Modeling and Spatial-Spectral Total Variation",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "488-507",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28421"}
@article{bb30018,
AUTHOR = "Deng, L. and Sun, J. and Chen, Y. and Lu, H. and Duan, F.Z. and Zhu, L. and Fan, T.X.",
TITLE = "M2H-Net: A Reconstruction Method For Hyperspectral Remotely Sensed
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JOURNAL = PandRS,
VOLUME = "173",
YEAR = "2021",
PAGES = "323-348",
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@article{bb30019,
AUTHOR = "Yuzuriha, R. and Kurihara, R.J. and Matsuoka, R. and Okuda, M.",
TITLE = "TNNG: Total Nuclear Norms of Gradients for Hyperspectral Image Prior",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28423"}
@article{bb30020,
AUTHOR = "Sarkar, S. and Sahay, R.R.",
TITLE = "A Non-Local Superpatch-Based Algorithm Exploiting Low Rank Prior for
Restoration of Hyperspectral Images",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "6335-6348",
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AUTHOR = "Kong, W.F. and Song, Y.Y. and Liu, J.",
TITLE = "Hyperspectral Image Denoising via Framelet Transformation Based
Three-Modal Tensor Nuclear Norm",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28425"}
@article{bb30022,
AUTHOR = "Zhuang, L. and Ng, M.K. and Fu, X.",
TITLE = "Hyperspectral Image Mixed Noise Removal Using Subspace Representation
and Deep CNN Image Prior",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28426"}
@article{bb30023,
AUTHOR = "Hu, T. and Li, W. and Liu, N. and Tao, R. and Zhang, F. and Scheunders, P.",
TITLE = "Hyperspectral Image Restoration Using Adaptive Anisotropy Total
Variation and Nuclear Norms",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "1516-1533",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28427"}
@article{bb30024,
AUTHOR = "Liu, Y.Y. and Zhao, X.L. and Zheng, Y.B. and Ma, T.H. and Zhang, H.Y.",
TITLE = "Hyperspectral Image Restoration by Tensor Fibered Rank Constrained
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JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28428"}
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AUTHOR = "He, W. and Yao, Q.M. and Li, C. and Yokoya, N. and Zhao, Q.B. and Zhang, H.Y. and Zhang, L.P.",
TITLE = "Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image
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JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "2089-2107",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28429"}
@inproceedings{bb30026,
AUTHOR = "He, W. and Yao, Q.M. and Li, C. and Yokoya, N. and Zhao, Q.B.",
TITLE = "Non-Local Meets Global:
An Integrated Paradigm for Hyperspectral Denoising",
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YEAR = "2019",
PAGES = "6861-6870",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28430"}
@article{bb30027,
AUTHOR = "Zhang, J.J. and Cai, Z.Y. and Chen, F.S. and Zeng, D.",
TITLE = "Hyperspectral Image Denoising via Adversarial Learning",
JOURNAL = RS,
VOLUME = "14",
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NUMBER = "8",
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@article{bb30028,
AUTHOR = "Sun, H.Z. and Zheng, K. and Liu, M. and Li, C. and Yang, D. and Li, J.D.",
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PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28432"}
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AUTHOR = "Zhou, L.J. and Xu, E. and Hao, S.Y. and Ye, Y.X. and Zhao, K.",
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JOURNAL = RS,
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NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28433"}
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AUTHOR = "Zhou, L.J. and Ma, X.Y. and Wang, X.L. and Hao, S.Y. and Ye, Y.X. and Zhao, K.",
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AUTHOR = "Qin, J.C. and Zhao, H.R. and Liu, B.",
TITLE = "Self-Supervised Denoising for Real Satellite Hyperspectral Imagery",
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AUTHOR = "Dou, H.X. and Pan, X.M. and Wang, C. and Shen, H.Z. and Deng, L.J.",
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Hyperspectral Remote Sensing Image",
JOURNAL = RS,
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NUMBER = "14",
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AUTHOR = "Xiong, F.C. and Zhou, J. and Tao, S. and Lu, J.F. and Zhou, J.T. and Qian, Y.T.",
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AUTHOR = "Pang, L. and Gu, W.Z. and Cao, X.Y.",
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AUTHOR = "Zhang, T. and Fu, Y. and Zhang, J.",
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JOURNAL = IJCV,
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AUTHOR = "Zhang, T. and Fu, Y. and Li, C.",
TITLE = "Hyperspectral Image Denoising with Realistic Data",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2228-2237",
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AUTHOR = "Sun, L. and He, C.X. and Zheng, Y.H. and Wu, Z.B. and Jeon, B.W.",
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AUTHOR = "Wei, X. and Xiao, J.H. and Gong, Y.H.",
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@article{bb30039,
AUTHOR = "Gkillas, A. and Ampeliotis, D. and Berberidis, K.",
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AUTHOR = "Wang, Y.F. and Xu, S. and Cao, X.Y. and Ke, Q. and Ji, T.Y. and Zhu, X.X.",
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AUTHOR = "Pan, E. and Ma, Y. and Mei, X.G. and Fan, F. and Ma, J.Y.",
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JOURNAL = PR,
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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.",
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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",
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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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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
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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
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YEAR = "2018",
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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,
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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
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@article{bb30050,
AUTHOR = "Mohan, D. and Aravinth, J. and Rajendran, S.",
TITLE = "Hyperspectral Image Denoising and Compression Using Optimized
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JOURNAL = RS,
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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",
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NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT28455"}
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AUTHOR = "Li, M. and Fu, Y. and Zhang, T. and Liu, J. and Dou, D. and Yan, C.G. and Zhang, Y.",
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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,
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@article{bb30054,
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,
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YEAR = "2024",
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