@article{bb31400,
AUTHOR = "Li, C. and Ma, Y. and Huang, J. and Mei, X.G. and Ma, J.Y.",
TITLE = "Hyperspectral Image Denoising Using the Robust Low-Rank Tensor
Recovery",
JOURNAL = JOSA-A,
VOLUME = "32",
YEAR = "2015",
NUMBER = "9",
MONTH = "September",
PAGES = "1604-1612",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29750"}
@article{bb31401,
AUTHOR = "Fan, H.Y. and Li, C. and Guo, Y.L. and Kuang, G.Y. and Ma, J.Y.",
TITLE = "Spatial-Spectral Total Variation Regularized Low-Rank Tensor
Decomposition for Hyperspectral Image Denoising",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "6196-6213",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29751"}
@inproceedings{bb31402,
AUTHOR = "Ma, J.Y. and Jiang, J. and Li, C.",
TITLE = "Hyperspectral Image Denoising with Segmentation-Based Low Rank
Representation",
BOOKTITLE = VCIP16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29752"}
@inproceedings{bb31403,
AUTHOR = "Ma, J.Y. and Li, C. and Ma, Y. and Wang, Z.",
TITLE = "Hyperspectral Image Denoising Based on Low-Rank Representation and
Superpixel Segmentation",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3086-3090",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29753"}
@article{bb31404,
AUTHOR = "Rizkinia, M. and Baba, T. and Shirai, K. and Okuda, M.",
TITLE = "Local Spectral Component Decomposition for Multi-Channel Image
Denoising",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "3208-3218",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29754"}
@inproceedings{bb31405,
AUTHOR = "Shirai, K. and Okuda, M. and Ikehara, M.",
TITLE = "Color-line vector field and local color component decomposition for
smoothing and denoising of color images",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "3050-3053",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29755"}
@article{bb31406,
AUTHOR = "Xie, Y. and Qu, Y. and Tao, D. and Wu, W. and Yuan, Q. and Zhang, W.",
TITLE = "Hyperspectral Image Restoration via Iteratively Regularized Weighted
Schatten p -Norm Minimization",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4642-4659",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29756"}
@article{bb31407,
AUTHOR = "Liu, S. and Jiao, L.C. and Yang, S.Y. and Liu, H.Y.",
TITLE = "Hierarchical Sparse Bayesian Learning with Beta Process Priors for
Hyperspectral Imagery Restoration",
JOURNAL = IEICE,
VOLUME = "E100-D",
YEAR = "2017",
NUMBER = "1",
MONTH = "February",
PAGES = "350-358",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29757"}
@article{bb31408,
AUTHOR = "Priego, B. and Duro, R.J. and Chanussot, J.",
TITLE = "4DCAF: A temporal approach for denoising hyperspectral image
sequences",
JOURNAL = PR,
VOLUME = "72",
YEAR = "2017",
NUMBER = "1",
PAGES = "433-445",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29758"}
@article{bb31409,
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
Approximation",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "5366-5380",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29759"}
@article{bb31410,
AUTHOR = "Shukla, U.P. and Nanda, S.J.",
TITLE = "Denoising hyperspectral images using Hilbert vibration decomposition
with cluster validation",
JOURNAL = IET-IPR,
VOLUME = "12",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "1736-1745",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29760"}
@article{bb31411,
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#TT29761"}
@inproceedings{bb31412,
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#TT29762"}
@article{bb31413,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29763"}
@article{bb31414,
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#TT29764"}
@article{bb31415,
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#TT29765"}
@article{bb31416,
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#TT29766"}
@article{bb31417,
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#TT29767"}
@article{bb31418,
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#TT29768"}
@article{bb31419,
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#TT29769"}
@article{bb31420,
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#TT29770"}
@article{bb31421,
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#TT29771"}
@article{bb31422,
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#TT29772"}
@article{bb31423,
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#TT29773"}
@article{bb31424,
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#TT29774"}
@article{bb31425,
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
Imagery",
JOURNAL = PandRS,
VOLUME = "173",
YEAR = "2021",
PAGES = "323-348",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29775"}
@article{bb31426,
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#TT29776"}
@article{bb31427,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29777"}
@article{bb31428,
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#TT29778"}
@article{bb31429,
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#TT29779"}
@article{bb31430,
AUTHOR = "Zhang, R. and Ng, M.K. and Gao, L. and Ljubenovic, M. and Zhuang, L.",
TITLE = "SpecEStop: Self-Supervised Hyperspectral Mixed Noise Removal via Deep
Spectral Prior",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "6182-6197",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29780"}
@article{bb31431,
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#TT29781"}
@article{bb31432,
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
Optimization and Plug-and-Play Regularization",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29782"}
@article{bb31433,
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
Restoration",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "2089-2107",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29783"}
@inproceedings{bb31434,
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",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "6861-6870",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29784"}
@article{bb31435,
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",
YEAR = "2022",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29785"}
@article{bb31436,
AUTHOR = "Sun, H.Z. and Zheng, K. and Liu, M. and Li, C. and Yang, D. and Li, J.D.",
TITLE = "Hyperspectral Image Mixed Noise Removal Using a Subspace Projection
Attention and Residual Channel Attention Network",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29786"}
@article{bb31437,
AUTHOR = "Zhou, L.J. and Xu, E. and Hao, S.Y. and Ye, Y.X. and Zhao, K.",
TITLE = "Data-Wise Spatial Regional Consistency Re-Enhancement for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29787"}
@article{bb31438,
AUTHOR = "Zhou, L.J. and Ma, X.Y. and Wang, X.L. and Hao, S.Y. and Ye, Y.X. and Zhao, K.",
TITLE = "Shallow-to-Deep Spatial-Spectral Feature Enhancement for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29788"}
@article{bb31439,
AUTHOR = "Qin, J.C. and Zhao, H.R. and Liu, B.",
TITLE = "Self-Supervised Denoising for Real Satellite Hyperspectral Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29789"}
@article{bb31440,
AUTHOR = "Dou, H.X. and Pan, X.M. and Wang, C. and Shen, H.Z. and Deng, L.J.",
TITLE = "Spatial and Spectral-Channel Attention Network for Denoising on
Hyperspectral Remote Sensing Image",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29790"}
@article{bb31441,
AUTHOR = "Xiong, F.C. and Zhou, J. and Tao, S. and Lu, J.F. and Zhou, J.T. and Qian, Y.T.",
TITLE = "SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral
Image Denoising",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "5469-5483",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29791"}
@article{bb31442,
AUTHOR = "Pang, L. and Gu, W.Z. and Cao, X.Y.",
TITLE = "TRQ3DNet: A 3D Quasi-Recurrent and Transformer Based Network for
Hyperspectral Image Denoising",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29792"}
@article{bb31443,
AUTHOR = "Zhang, T. and Fu, Y. and Zhang, J.",
TITLE = "Guided Hyperspectral Image Denoising with Realistic Data",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "2885-2901",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29793"}
@inproceedings{bb31444,
AUTHOR = "Zhang, T. and Fu, Y. and Li, C.",
TITLE = "Hyperspectral Image Denoising with Realistic Data",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2228-2237",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29794"}
@article{bb31445,
AUTHOR = "Sun, L. and He, C.X. and Zheng, Y.H. and Wu, Z.B. and Jeon, B.W.",
TITLE = "Tensor Cascaded-Rank Minimization in Subspace:
A Unified Regime for Hyperspectral Image Low-Level Vision",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "100-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29795"}
@article{bb31446,
AUTHOR = "Wei, X. and Xiao, J.H. and Gong, Y.H.",
TITLE = "Blind Hyperspectral Image Denoising with Degradation Information
Learning",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29796"}
@article{bb31447,
AUTHOR = "Gkillas, A. and Ampeliotis, D. and Berberidis, K.",
TITLE = "Connections Between Deep Equilibrium and Sparse Representation Models
With Application to Hyperspectral Image Denoising",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "1513-1528",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29797"}
@article{bb31448,
AUTHOR = "Wang, Y.F. and Xu, S. and Cao, X.Y. and Ke, Q. and Ji, T.Y. and Zhu, X.X.",
TITLE = "Hyperspectral Denoising Using Asymmetric Noise Modeling Deep Image
Prior",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "8",
PAGES = "1970",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29798"}
@article{bb31449,
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
bootstrap",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109699",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29799"}
@article{bb31450,
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",
NUMBER = "21",
PAGES = "5174",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29800"}
@article{bb31451,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29801"}
@article{bb31452,
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
Analysis",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "276",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29802"}
@article{bb31453,
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#TT29803"}
@article{bb31454,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29804"}
@article{bb31455,
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#TT29805"}
@article{bb31456,
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",
PAGES = "1937",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29806"}
@article{bb31457,
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#TT29807"}
@article{bb31458,
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#TT29808"}
@article{bb31459,
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#TT29809"}
@inproceedings{bb31460,
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#TT29810"}
@article{bb31461,
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",
PAGES = "4661",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29811"}
@article{bb31462,
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",
PAGES = "104270",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29812"}
@article{bb31463,
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,
VOLUME = "32",
YEAR = "2025",
PAGES = "1411-1415",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29813"}
@article{bb31464,
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",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1844",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29814"}
@article{bb31465,
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",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1878",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29815"}
@article{bb31466,
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,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "2024",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29816"}
@article{bb31467,
AUTHOR = "Liu, X.",
TITLE = "Hyperspectral mixed noise removal using nonconvex low-rank and total
generalized variation",
JOURNAL = SP:IC,
VOLUME = "138",
YEAR = "2025",
PAGES = "117344",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29817"}
@article{bb31468,
AUTHOR = "Cheng, C. and Sun, D.Z. and Yang, Y.Y. and Guo, Z.C. and Peng, J.J.",
TITLE = "Hyperspectral Image Denoising via Low-Rank Tucker Decomposition with
Subspace Implicit Neural Representation",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "16",
PAGES = "2867",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29818"}
@article{bb31469,
AUTHOR = "Wu, Y.H. and Liu, D.Y. and Zhang, J.P.",
TITLE = "SS3L: Self-Supervised Spectral-Spatial Subspace Learning for
Hyperspectral Image Denoising",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "19",
PAGES = "3348",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29819"}
@article{bb31470,
AUTHOR = "Dixit, A. and Gupta, A.K. and Gupta, P. and Garg, A.",
TITLE = "RECREATE: Supervised contrastive learning and inpainting based
hyperspectral image denoising",
JOURNAL = PandRS,
VOLUME = "233",
YEAR = "2026",
PAGES = "14-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29820"}
@article{bb31471,
AUTHOR = "Wang, M.H. and Shang, B. and Li, Y.L. and Zhao, X. and Gao, L. and Sun, X. and Ren, L.F.",
TITLE = "Cross-satellite hierarchical multimodal denoising for hyperspectral
imagery",
JOURNAL = PandRS,
VOLUME = "232",
YEAR = "2026",
PAGES = "94-108",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29821"}
@article{bb31472,
AUTHOR = "Zhao, J.L. and Zhang, T.H. and Fang, S. and Gao, J.F. and Wang, J.Y. and Gong, M.G.",
TITLE = "Spatial-Spectral Texture-Preserved Total Variation:
A Novel Regularization for Hyperspectral Image Denoising",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "248-260",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29822"}
@article{bb31473,
AUTHOR = "Zhang, R.B. and Ng, M.K. and Ljubenovic, M. and Zhuang, L.",
TITLE = "Unsupervised Hyperspectral Image Denoising via Spectral Learning
Preference of Neural Networks",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "5",
PAGES = "742",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29823"}
@article{bb31474,
AUTHOR = "Li, Y. and Jiang, X. and Gui, L.Q. and Xiao, F.",
TITLE = "Robust Deep Recovery Model With Spatial-Spectral Total Generalized
Variation Prior for Hyperspectral Image Denoising",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4091-4105",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29824"}
@article{bb31475,
AUTHOR = "Zhang, Y.F. and Xie, M.Y. and Deng, S.J. and Yang, X.W.",
TITLE = "SSFDT: Spatial-spectral-frequency dual transformer for hyperspectral
image denoising",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113894",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29825"}
@article{bb31476,
AUTHOR = "Wang, R. and Liu, H. and Hu, W.S. and Huang, S.G. and Wang, J.",
TITLE = "Spatial-Spectral Attention-Enhanced Multi-Level Wavelet-Informed
Network for Hyperspectral Image Denoising",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "12",
PAGES = "2053",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29826"}
@article{bb31477,
AUTHOR = "Wu, H.J. and Jiang, X. and Li, Y. and Gui, L.Q. and Xiao, F.",
TITLE = "Robust Deep Low-Rank Tensor Factorization for Hyperspectral Image
Restoration",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "13779-13793",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29827"}
@inproceedings{bb31478,
AUTHOR = "Yu, D. and Gao, Z.",
TITLE = "VolFormer: Explore More Comprehensive Cube Interaction for
Hyperspectral Image Restoration and Beyond",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "28091-28101",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29828"}
@inproceedings{bb31479,
AUTHOR = "Dixit, A. and Hosamani, N. and Gupta, P. and Garg, A.",
TITLE = "VISIONARY: Novel Spatial-Spectral Attention Mechanism for
Hyperspectral Image Denoising",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2736-2745",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29829"}
@inproceedings{bb31480,
AUTHOR = "Xiao, J.H. and Liu, Y. and Wei, X.",
TITLE = "Region-aware Sequence-to-sequence Learning for Hyperspectral Denoising",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LX: 218-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29830"}
@inproceedings{bb31481,
AUTHOR = "Zeng, H.J. and Cao, J.Z. and Zhang, K. and Chen, Y.Y. and Luong, H. and Philips, W.",
TITLE = "Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27820-27830",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29831"}
@inproceedings{bb31482,
AUTHOR = "Li, M. and Fu, Y. and Liu, J. and Zhang, Y.",
TITLE = "Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image
Reconstruction",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "12913-12922",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29832"}
@inproceedings{bb31483,
AUTHOR = "Yu, D.B. and Li, Q.W. and Wang, X.L. and Zhang, Z.L. and Qian, Y.X. and Xu, C.",
TITLE = "DSTrans: Dual-Stream Transformer for Hyperspectral Image Restoration",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3728-3738",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29833"}
@inproceedings{bb31484,
AUTHOR = "Liu, Y. and Zhang, Q. and Chen, Y.Y. and Cheng, Q. and Peng, C.",
TITLE = "Hyperspectral Image Denoising With Log-Based Robust PCA",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "1634-1638",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29834"}
@inproceedings{bb31485,
AUTHOR = "Rui, X.Y. and Cao, X.Y. and Xie, Q. and Yue, Z.S. and Zhao, Q. and Meng, D.Y.",
TITLE = "Learning An Explicit Weighting Scheme for Adapting Complex HSI Noise",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6735-6744",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29835"}
@inproceedings{bb31486,
AUTHOR = "Takeyama, S. and Ono, S. and Kumazawa, I.",
TITLE = "Mixed Noise Removal for Hyperspectral Images Using Hybrid
Spatio-Spectral Total Variati",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3128-3132",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29836"}
@inproceedings{bb31487,
AUTHOR = "Itasaka, T. and Okuda, M.",
TITLE = "Zero-Shot Hyperspectral Image Denoising With Self-Completion with
Patterned Masks",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1340-1344",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29837"}
@inproceedings{bb31488,
AUTHOR = "Imamura, R. and Itasaka, T. and Okuda, M.",
TITLE = "Zero-Shot Hyperspectral Image Denoising With Separable Image Prior",
BOOKTITLE = MDALC19,
YEAR = "2019",
PAGES = "1416-1420",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29838"}
@inproceedings{bb31489,
AUTHOR = "Wang, M. and Yu, J. and Sun, W.",
TITLE = "LRR-based hyperspectral image restoration by exploiting the union
structure of spectral space and with robust dictionary estimation",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "4287-4291",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29839"}
@inproceedings{bb31490,
AUTHOR = "Han, C. and Sang, N. and Gao, C.X.",
TITLE = "A hyperspectral image restoration method based on analysis sparse
filter",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "769-774",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29840"}
@inproceedings{bb31491,
AUTHOR = "Teng, Y. and Zhang, Y. and Ti, C.",
TITLE = "A novel multi-scale LRMR method for hyperspectral images restoration",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1988-1992",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29841"}
@inproceedings{bb31492,
AUTHOR = "Wang, M.D. and Yu, J. and Sun, W.D.",
TITLE = "Group-based hyperspectral image denoising using low rank
representation",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1623-1627",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29842"}
@inproceedings{bb31493,
AUTHOR = "Lam, A. and Sato, I. and Sato, Y.",
TITLE = "Denoising hyperspectral images using spectral domain statistics",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "477-480",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29843"}
@inproceedings{bb31494,
AUTHOR = "Zhang, Y.F. and Duijster, A. and Scheunders, P.",
TITLE = "A hyperspectral image restoration technique",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2873-2876",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139hyn1.html#TT29844"}
@article{bb31495,
AUTHOR = "Helstrom, C.W.",
TITLE = "Image Restoration by the Method of Least Squares",
JOURNAL = JOSA,
VOLUME = "57",
YEAR = "1967",
NUMBER = "3",
MONTH = "March",
PAGES = "297-303",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29845"}
@article{bb31496,
AUTHOR = "Hunt, B.R.",
TITLE = "The Application of Constrained Least Squares Estimation to
Image Restoration by Digital Computer",
JOURNAL = TC,
VOLUME = "22",
YEAR = "1973",
NUMBER = "9",
MONTH = "September",
PAGES = "805-812",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29846"}
@article{bb31497,
AUTHOR = "Hou, H.S. and Andrews, H.C.",
TITLE = "Least Squares Image Restoration Using Spline Basis Functions",
JOURNAL = TC,
VOLUME = "26",
YEAR = "1977",
NUMBER = "9",
MONTH = "September",
PAGES = "856-873",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29847"}
@article{bb31498,
AUTHOR = "Panda, D.P. and Kak, A.C.",
TITLE = "Recursive Least Squares Smoothing of Noise in Images",
JOURNAL = ASSP,
VOLUME = "25",
YEAR = "1977",
PAGES = "520-524",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29848"}
@article{bb31499,
AUTHOR = "Chanda, B. and Chaudhuri, B.B. and Dutta Majumder, D.",
TITLE = "Application of Least Square Estimation Technique for
Image Restoration Using Signal-Noise Correlation Constraint",
JOURNAL = SMC,
VOLUME = "14",
YEAR = "1984",
PAGES = "515-519",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc139.html#TT29849"}
Last update: