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@article{bb147303,
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@article{bb147305,
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@article{bb147306,
        AUTHOR = "Wu, Z.B. and Liu, J.J. and Ye, S. and Sun, L. and Wei, Z.H.",
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@article{bb147307,
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@article{bb147308,
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        TITLE = "Collaborative Sparse Hyperspectral Unmixing Using L_0 Norm",
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@article{bb147309,
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@article{bb147310,
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@article{bb147317,
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@article{bb147318,
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        AUTHOR = "Alam, F.I. and Zhou, J. and Tong, L. and Liew, A.W.C. and Gao, Y.S.",
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@article{bb147321,
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@article{bb147322,
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        TITLE = "A Multiscale Hierarchical Model for Sparse Hyperspectral Unmixing",
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@article{bb147323,
        AUTHOR = "Qu, Y. and Qi, H.",
        TITLE = "uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral
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@article{bb147324,
        AUTHOR = "Thouvenin, P. and Dobigeon, N. and Tourneret, J.",
        TITLE = "Partially Asynchronous Distributed Unmixing of Hyperspectral Images",
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@article{bb147325,
        AUTHOR = "Huang, J. and Huang, T.Z. and Deng, L.J. and Zhao, X.L.",
        TITLE = "Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral
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@article{bb147326,
        AUTHOR = "Ma, Y. and Jin, Q.W. and Mei, X.G. and Dai, X.B. and Fan, F. and Li, H. and Huang, J.",
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@article{bb147327,
        AUTHOR = "Jin, Q.W. and Ma, Y. and Pan, E. and Fan, F. and Huang, J. and Li, H. and Sui, C. and Mei, X.G.",
        TITLE = "Hyperspectral Unmixing with Gaussian Mixture Model and Spatial Group
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@article{bb147328,
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        TITLE = "A Spectral Unmixing Method by Maximum Margin Criterion and Derivative
Weights to Address Spectral Variability in Hyperspectral Imagery",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143298"}

@article{bb147329,
        AUTHOR = "Feng, R. and Wang, L.Z. and Zhong, Y.F.",
        TITLE = "Joint Local Block Grouping with Noise-Adjusted Principal Component
Analysis for Hyperspectral Remote-Sensing Imagery Sparse Unmixing",
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        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143299"}

@article{bb147330,
        AUTHOR = "Ibarrola Ulzurrun, E. and Drumetz, L. and Marcello, J. and Gonzalo Martin, C. and Chanussot, J.",
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Addressing Spectral Variability",
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        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143300"}

@article{bb147331,
        AUTHOR = "Liu, H.Y. and Lu, Y.K. and Wu, Z.B. and Du, Q. and Chanussot, J. and Wei, Z.H.",
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Priors for Abundance and Endmember Variability",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143301"}

@article{bb147332,
        AUTHOR = "Heylen, R. and Andrejchenko, V. and Zahiri, Z. and Parente, M. and Scheunders, P.",
        TITLE = "Nonlinear Hyperspectral Unmixing With Graphical Models",
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "4844-4856",
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@article{bb147333,
        AUTHOR = "Shahid, K.T. and Schizas, I.D.",
        TITLE = "Unsupervised Kernelized Correlation-Based Hyperspectral Unmixing With
Missing Pixels",
        JOURNAL = GeoRS,
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        MONTH = "July",
        PAGES = "4509-4520",
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@article{bb147334,
        AUTHOR = "Marinoni, A. and Gamba, P.",
        TITLE = "Improving Reliability in Nonlinear Hyperspectral Unmixing by
Multidimensional Structural Optimization",
        JOURNAL = GeoRS,
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        MONTH = "August",
        PAGES = "5211-5223",
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@article{bb147335,
        AUTHOR = "Han, H.W. and Guo, K. and Wang, M.Z. and Zhang, T.B. and Zhang, S.",
        TITLE = "Fast Hyperspectral Unmixing via Reweighted Sparse Regression",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "1819-1832",
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@article{bb147336,
        AUTHOR = "Wang, X. and Zhong, Y. and Zhang, L. and Xu, Y.",
        TITLE = "Blind Hyperspectral Unmixing Considering the Adjacency Effect",
        JOURNAL = GeoRS,
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        NUMBER = "9",
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        PAGES = "6633-6649",
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@article{bb147337,
        AUTHOR = "Woodbridge, Y. and Okun, U. and Elidan, G. and Wiesel, A.",
        TITLE = "Unmixing K-Gaussians With Application to Hyperspectral Imaging",
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        PAGES = "7281-7293",
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@article{bb147338,
        AUTHOR = "Koirala, B. and Khodadadzadeh, M. and Contreras, C. and Zahiri, Z. and Gloaguen, R. and Scheunders, P.",
        TITLE = "A Supervised Method for Nonlinear Hyperspectral Unmixing",
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@article{bb147339,
        AUTHOR = "Alkhatib, M.Q. and Velez Reyes, M.",
        TITLE = "Improved Spatial-Spectral Superpixel Hyperspectral Unmixing",
        JOURNAL = RS,
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        NUMBER = "20",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143309"}

@article{bb147340,
        AUTHOR = "Li, M.L. and Zhu, F. and Guo, A.J.X. and Chen, J.",
        TITLE = "A Graph Regularized Multilinear Mixing Model for Nonlinear
Hyperspectral Unmixing",
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@article{bb147341,
        AUTHOR = "Li, J. and Li, Y. and Song, R. and Mei, S. and Du, Q.",
        TITLE = "Local Spectral Similarity Preserving Regularized Robust Sparse
Hyperspectral Unmixing",
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        MONTH = "October",
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@article{bb147342,
        AUTHOR = "Das, S. and Routray, A. and Deb, A.K.",
        TITLE = "Sparsity measure based library aided unmixing of hyperspectral image",
        JOURNAL = IET-IPR,
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        NUMBER = "12",
        MONTH = "October",
        PAGES = "2077-2085",
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@article{bb147343,
        AUTHOR = "Rashwan, S. and Dobigeon, N. and Sheta, W. and Hassan, H.",
        TITLE = "Non-linear unmixing of hyperspectral images using multiple-kernel
self-organising maps",
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@article{bb147344,
        AUTHOR = "Zeng, Y.L. and Ritz, C. and Zhao, J.H. and Lan, J.H.",
        TITLE = "Scattering Transform Framework for Unmixing of Hyperspectral Data",
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@article{bb147345,
        AUTHOR = "Xu, X. and Shi, Z. and Pan, B. and Li, X.",
        TITLE = "A Classification-Based Model for Multi-Objective Hyperspectral Sparse
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@article{bb147346,
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        TITLE = "Regularization Parameter Selection in Minimum Volume Hyperspectral
Unmixing",
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        PAGES = "9858-9877",
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@article{bb147347,
        AUTHOR = "Zheng, Y.H. and Wu, F.Y. and Shim, H.J. and Sun, L.",
        TITLE = "Sparse Unmixing for Hyperspectral Image with Nonlocal Low-Rank Prior",
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        NUMBER = "24",
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@article{bb147348,
        AUTHOR = "Yang, J. and Jia, M.M. and Xu, C. and Li, S.J.",
        TITLE = "Joint hyperspectral unmixing for urban computing",
        JOURNAL = GeoInfo,
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@article{bb147349,
        AUTHOR = "Uezato, T. and Yokoya, N. and He, W.",
        TITLE = "Illumination Invariant Hyperspectral Image Unmixing Based on a
Digital Surface Model",
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        YEAR = "2020",
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@article{bb147350,
        AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Bermudez, J.C.M.",
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Spectral Variability",
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@article{bb147351,
        AUTHOR = "Drumetz, L. and Chanussot, J. and Jutten, C. and Ma, W. and Iwasaki, A.",
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@article{bb147352,
        AUTHOR = "Elrewainy, A. and Sherif, S.S.",
        TITLE = "Kronecker least angle regression for unsupervised unmixing of
hyperspectral imaging data",
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        NUMBER = "2",
        MONTH = "March",
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@article{bb147353,
        AUTHOR = "Fang, B. and Bai, Y.P. and Li, Y.",
        TITLE = "Combining Spectral Unmixing and 3D/2D Dense Networks with
Early-Exiting Strategy for Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "12",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143323"}

@article{bb147354,
        AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Bermudez, J.C.M. and Richard, C.",
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Spectral Unmixing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143324"}

@article{bb147355,
        AUTHOR = "Xu, X. and Li, J. and Li, S. and Plaza, A.",
        TITLE = "Generalized Morphological Component Analysis for Hyperspectral
Unmixing",
        JOURNAL = GeoRS,
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        YEAR = "2020",
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        MONTH = "April",
        PAGES = "2817-2832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143325"}

@article{bb147356,
        AUTHOR = "Rasti, B. and Koirala, B. and Scheunders, P. and Ghamisi, P.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143326"}

@article{bb147357,
        AUTHOR = "Dou, Z. and Gao, K. and Zhang, X. and Wang, H. and Wang, J.",
        TITLE = "Hyperspectral Unmixing Using Orthogonal Sparse Prior-Based
Autoencoder With Hyper-Laplacian Loss and Data-Driven Outlier
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@article{bb147358,
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@article{bb147359,
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        TITLE = "Deep Nonnegative Dictionary Factorization for Hyperspectral Unmixing",
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@article{bb147360,
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Hyperspectral Unmixing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143330"}

@article{bb147361,
        AUTHOR = "Benachir, D. and Deville, Y. and Hosseini, S. and Karoui, M.S.",
        TITLE = "Blind Unmixing of Hyperspectral Remote Sensing Data:
A New Geometrical Method Based on a Two-Source Sparsity Constraint",
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        NUMBER = "19",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143331"}

@article{bb147362,
        AUTHOR = "Baskurt, D.O. and Bastanlar, Y.L. and Cetin, Y.Y.",
        TITLE = "Catadioptric hyperspectral imaging, an unmixing approach",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143332"}

@article{bb147363,
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        TITLE = "Non Zero Mean Adaptive Cosine Estimator and Application to
Hyperspectral Imaging",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143333"}

@article{bb147364,
        AUTHOR = "Zhang, G. and Cerra, D. and Muller, R.",
        TITLE = "Shadow Detection and Restoration for Hyperspectral Images Based on
Nonlinear Spectral Unmixing",
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        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143334"}

@article{bb147365,
        AUTHOR = "Muller, R. and Cerra, D. and Zhang, G.",
        TITLE = "Shadow Detection and Restoration for Hyperspectral Images Based on
Nonlinear Spectral Unmixing",
        JOURNAL = RS,
        VOLUME = "13",
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        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143334"}

@article{bb147366,
        AUTHOR = "Wang, Z.C. and Zhuang, L. and Gao, L. and Marinoni, A. and Zhang, B. and Ng, M.K.",
        TITLE = "Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for
Abundance Maps",
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        VOLUME = "12",
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        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143335"}

@article{bb147367,
        AUTHOR = "Rebeyrol, S. and Deville, Y. and Achard, V. and Briottet, X. and May, S.",
        TITLE = "Using a Panchromatic Image to Improve Hyperspectral Unmixing",
        JOURNAL = RS,
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        NUMBER = "17",
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@article{bb147368,
        AUTHOR = "Li, C. and Gu, Y. and Chen, X. and Zhang, Y. and Ruan, L.",
        TITLE = "Hyperspectral Unmixing via Latent Multiheterogeneous Subspace",
        JOURNAL = GeoRS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143337"}

@article{bb147369,
        AUTHOR = "Li, H. and Feng, R. and Wang, L. and Zhong, Y. and Zhang, L.",
        TITLE = "Superpixel-Based Reweighted Low-Rank and Total Variation Sparse
Unmixing for Hyperspectral Remote Sensing Imagery",
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        MONTH = "January",
        PAGES = "629-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143338"}

@article{bb147370,
        AUTHOR = "Palsson, B. and Ulfarsson, M.O. and Sveinsson, J.R.",
        TITLE = "Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing",
        JOURNAL = GeoRS,
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        MONTH = "January",
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@article{bb147371,
        AUTHOR = "Zheng, P. and Wu, Z.B. and Sun, J. and Zhang, Y. and Zhu, Y.Q. and Shen, Y. and Yang, J.D. and Wei, Z.H. and Plaza, A.",
        TITLE = "A Parallel Unmixing-Based Content Retrieval System for Distributed
Hyperspectral Imagery Repository on Cloud Computing Platforms",
        JOURNAL = RS,
        VOLUME = "13",
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        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143340"}

@article{bb147372,
        AUTHOR = "Lv, X.C. and Wang, W.H. and Liu, H.F.",
        TITLE = "Cluster-Wise Weighted NMF for Hyperspectral Images Unmixing with
Imbalanced Data",
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143341"}

@article{bb147373,
        AUTHOR = "Li, C. and Jiang, Y. and Chen, X.",
        TITLE = "Hyperspectral Unmixing via Noise-Free Model",
        JOURNAL = GeoRS,
        VOLUME = "59",
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143342"}

@article{bb147374,
        AUTHOR = "Qin, J. and Lee, H. and Chi, J.T. and Drumetz, L. and Chanussot, J. and Lou, Y. and Bertozzi, A.L.",
        TITLE = "Blind Hyperspectral Unmixing Based on Graph Total Variation
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143343"}

@article{bb147375,
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Hyperspectral Imagery",
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@article{bb147376,
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        TITLE = "Sparse Constrained Low Tensor Rank Representation Framework for
Hyperspectral Unmixing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143345"}

@article{bb147377,
        AUTHOR = "Benhalouche, F.Z. and Deville, Y. and Karoui, M.S. and Ouamri, A.",
        TITLE = "Hyperspectral Unmixing Based on Constrained Bilinear or
Linear-Quadratic Matrix Factorization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143346"}

@article{bb147378,
        AUTHOR = "Zhang, J.Y. and Zhang, X.R. and Jiao, L.C.",
        TITLE = "Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing
Based on Endmember Independence and Spatial Weighted Abundance",
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143347"}

@article{bb147379,
        AUTHOR = "Wu, K. and Chen, T. and Xu, Y. and Song, D.W. and Li, H.S.",
        TITLE = "A Novel Change Detection Approach Based on Spectral Unmixing from
Stacked Multitemporal Remote Sensing Images with a Variability of
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        NUMBER = "13",
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@article{bb147380,
        AUTHOR = "Huang, J. and Huang, T.Z. and Zhao, X.L. and Deng, L.J.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143349"}

@article{bb147381,
        AUTHOR = "Koirala, B. and Zahiri, Z. and Lamberti, A. and Scheunders, P.",
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for Endmember Variability",
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        MONTH = "September",
        PAGES = "7434-7448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143350"}

@article{bb147382,
        AUTHOR = "Hua, Z.Q. and Li, X.R. and Jiang, J.F. and Zhao, L.Y.",
        TITLE = "Gated Autoencoder Network for Spectral-Spatial Hyperspectral Unmixing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143351"}

@article{bb147383,
        AUTHOR = "Liu, W. and He, C.X. and Sun, L.",
        TITLE = "Spectral-Smoothness and Non-Local Self-Similarity Regularized
Subspace Low-Rank Learning Method for Hyperspectral Mixed Denoising",
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        NUMBER = "16",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143352"}

@article{bb147384,
        AUTHOR = "Su, Y.C. and Xu, X. and Li, J. and Qi, H.R. and Gamba, P. and Plaza, A.",
        TITLE = "Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143353"}

@article{bb147385,
        AUTHOR = "Zhao, M. and Wang, X. and Chen, J. and Chen, W.",
        TITLE = "A Plug-and-Play Priors Framework for Hyperspectral Unmixing",
        JOURNAL = GeoRS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143354"}

@inproceedings{bb147386,
        AUTHOR = "Wang, X. and Zhao, M. and Chen, J.",
        TITLE = "Hyperspectral Unmixing Via Plug-And-Play Priors",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1063-1067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143355"}

@article{bb147387,
        AUTHOR = "Feng, X.X. and Han, L. and Dong, L.",
        TITLE = "Weighted Group Sparsity-Constrained Tensor Factorization for
Hyperspectral Unmixing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143356"}

@article{bb147388,
        AUTHOR = "Dhaini, M. and Berar, M. and Honeine, P. and van Exem, A.",
        TITLE = "End-to-End Convolutional Autoencoder for Nonlinear Hyperspectral
Unmixing",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143357"}

@article{bb147389,
        AUTHOR = "Hadi, F. and Yang, J.X. and Ullah, M. and Ahmad, I. and Farooque, G. and Xiao, L.",
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Supervised Hyperspectral Unmixing",
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@inproceedings{bb147391,
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@article{bb147392,
        AUTHOR = "Li, C.Y. and Cai, R. and Yu, J.C.",
        TITLE = "An Attention-Based 3D Convolutional Autoencoder for Few-Shot
Hyperspectral Unmixing and Classification",
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143361"}

@article{bb147393,
        AUTHOR = "Sun, L. and Chen, Y. and Li, B.Z.",
        TITLE = "SISLU-Net: Spatial Information-Assisted Spectral Information Learning
Unmixing Network for Hyperspectral Images",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143362"}

@article{bb147394,
        AUTHOR = "Wang, P. and Shen, X. and Kong, Y.Y. and Zhang, X. and Wang, L.G.",
        TITLE = "Blind Hyperspectral Unmixing with Enhanced 2DTV Regularization Term",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143363"}

@article{bb147395,
        AUTHOR = "Chen, J. and Zhao, M. and Wang, X. and Richard, C. and Rahardja, S.",
        TITLE = "Integration of Physics-Based and Data-Driven Models for Hyperspectral
Image Unmixing: A summary of current methods",
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        NUMBER = "2",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143364"}

@article{bb147396,
        AUTHOR = "Su, L.J. and Sui, Y.X. and Yuan, Y.",
        TITLE = "An Unmixing-Based Multi-Attention GAN for Unsupervised Hyperspectral
and Multispectral Image Fusion",
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@article{bb147397,
        AUTHOR = "Wang, J. and Xu, J.D. and Chong, Q. and Liu, Z.W. and Yan, W.Q. and Xing, H.H. and Xing, Q. and Ni, M.Y.",
        TITLE = "SSANet: An Adaptive Spectral-Spatial Attention Autoencoder Network
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        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT143366"}

@article{bb147398,
        AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Closas, P.",
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Networks",
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@article{bb147399,
        AUTHOR = "Duan, S.Y. and Li, J.J. and Song, R. and Li, Y.S. and Du, Q.",
        TITLE = "Unmixing-Guided Convolutional Transformer for Spectral Reconstruction",
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