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AUTHOR = "Zhang, J.Y. and Zhang, X.R. and Tang, X. and Chen, P.H. and Jiao, L.C.",
TITLE = "Sketch-Based Region Adaptive Sparse Unmixing Applied to Hyperspectral
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PAGES = "8840-8856",
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AUTHOR = "Das, S. and Routray, A. and Deb, A.K.",
TITLE = "Fast Semi-Supervised Unmixing of Hyperspectral Image by Mutual
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JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145530"}
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AUTHOR = "Wu, Z.B. and Liu, J.J. and Ye, S. and Sun, L. and Wei, Z.H.",
TITLE = "Optimization of minimum volume constrained hyperspectral image unmixing
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AUTHOR = "Wang, S. and Huang, T.Z. and Zhao, X.L. and Liu, G. and Cheng, Y.",
TITLE = "Double Reweighted Sparse Regression and Graph Regularization for
Hyperspectral Unmixing",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145532"}
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AUTHOR = "Shi, Z. and Shi, T. and Zhou, M. and Xu, X.",
TITLE = "Collaborative Sparse Hyperspectral Unmixing Using L_0 Norm",
JOURNAL = GeoRS,
VOLUME = "56",
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AUTHOR = "Amiri, F. and Kahaei, M.H.",
TITLE = "A sparsity-based Bayesian approach for hyperspectral unmixing using
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JOURNAL = SIViP,
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MONTH = "October",
PAGES = "1361-1367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145534"}
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AUTHOR = "Swarna, M. and Sowmya, V. and Soman, K.P.",
TITLE = "Band selection using variational mode decomposition applied in
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JOURNAL = SIViP,
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NUMBER = "8",
MONTH = "November",
PAGES = "1463-1470",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145535"}
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Latent Semantic Analysis",
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MONTH = "November",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145536"}
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AUTHOR = "Yang, B. and Wang, B.",
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JOURNAL = GeoRS,
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AUTHOR = "Li, C. and Liu, Y. and Cheng, J. and Song, R. and Peng, H. and Chen, Q.A. and Chen, X.",
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AUTHOR = "Cubero Castan, M. and Chanussot, J. and Achard, V. and Briottet, X. and Shimoni, M.",
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AUTHOR = "Alakian, A. and Achard, V.",
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AUTHOR = "Arablouei, R.",
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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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AUTHOR = "Qu, Y. and Qi, H.",
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AUTHOR = "Thouvenin, P. and Dobigeon, N. and Tourneret, J.",
TITLE = "Partially Asynchronous Distributed Unmixing of Hyperspectral Images",
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MONTH = "April",
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AUTHOR = "Shao, Y. and Lan, J.H.",
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AUTHOR = "Feng, R. and Wang, L.Z. and Zhong, Y.F.",
TITLE = "Joint Local Block Grouping with Noise-Adjusted Principal Component
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NUMBER = "10",
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AUTHOR = "Ibarrola Ulzurrun, E. and Drumetz, L. and Marcello, J. and Gonzalo Martin, C. and Chanussot, J.",
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NUMBER = "7",
MONTH = "July",
PAGES = "4775-4788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145555"}
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AUTHOR = "Liu, H.Y. and Lu, Y.K. and Wu, Z.B. and Du, Q. and Chanussot, J. and Wei, Z.H.",
TITLE = "Bayesian Unmixing of Hyperspectral Image Sequence With Composite
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YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145556"}
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AUTHOR = "Heylen, R. and Andrejchenko, V. and Zahiri, Z. and Parente, M. and Scheunders, P.",
TITLE = "Nonlinear Hyperspectral Unmixing With Graphical Models",
JOURNAL = GeoRS,
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NUMBER = "7",
MONTH = "July",
PAGES = "4844-4856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145557"}
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AUTHOR = "Shahid, K.T. and Schizas, I.D.",
TITLE = "Unsupervised Kernelized Correlation-Based Hyperspectral Unmixing With
Missing Pixels",
JOURNAL = GeoRS,
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NUMBER = "7",
MONTH = "July",
PAGES = "4509-4520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145558"}
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AUTHOR = "Marinoni, A. and Gamba, P.",
TITLE = "Improving Reliability in Nonlinear Hyperspectral Unmixing by
Multidimensional Structural Optimization",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "5211-5223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145559"}
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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",
JOURNAL = IEICE,
VOLUME = "E102-D",
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NUMBER = "9",
MONTH = "September",
PAGES = "1819-1832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145560"}
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AUTHOR = "Wang, X. and Zhong, Y. and Zhang, L. and Xu, Y.",
TITLE = "Blind Hyperspectral Unmixing Considering the Adjacency Effect",
JOURNAL = GeoRS,
VOLUME = "57",
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NUMBER = "9",
MONTH = "September",
PAGES = "6633-6649",
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AUTHOR = "Woodbridge, Y. and Okun, U. and Elidan, G. and Wiesel, A.",
TITLE = "Unmixing K-Gaussians With Application to Hyperspectral Imaging",
JOURNAL = GeoRS,
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NUMBER = "9",
MONTH = "September",
PAGES = "7281-7293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145562"}
@article{bb149637,
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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NUMBER = "20",
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AUTHOR = "Alkhatib, M.Q. and Velez Reyes, M.",
TITLE = "Improved Spatial-Spectral Superpixel Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "20",
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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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NUMBER = "19",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145565"}
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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",
PAGES = "7756-7769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145566"}
@article{bb149641,
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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YEAR = "2019",
NUMBER = "12",
MONTH = "October",
PAGES = "2077-2085",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145567"}
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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",
JOURNAL = IET-IPR,
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YEAR = "2019",
NUMBER = "12",
MONTH = "October",
PAGES = "2190-2195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145568"}
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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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NUMBER = "23",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145569"}
@article{bb149644,
AUTHOR = "Xu, X. and Shi, Z. and Pan, B. and Li, X.",
TITLE = "A Classification-Based Model for Multi-Objective Hyperspectral Sparse
Unmixing",
JOURNAL = GeoRS,
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NUMBER = "12",
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PAGES = "9612-9625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145570"}
@article{bb149645,
AUTHOR = "Zhuang, L. and Lin, C. and Figueiredo, M.A.T. and Bioucas Dias, J.M.",
TITLE = "Regularization Parameter Selection in Minimum Volume Hyperspectral
Unmixing",
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YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "9858-9877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145571"}
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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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YEAR = "2019",
NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145572"}
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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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NUMBER = "1",
MONTH = "January",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145573"}
@article{bb149648,
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",
PAGES = "3652-3664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145574"}
@article{bb149649,
AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Bermudez, J.C.M.",
TITLE = "A Data Dependent Multiscale Model for Hyperspectral Unmixing With
Spectral Variability",
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YEAR = "2020",
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AUTHOR = "Drumetz, L. and Chanussot, J. and Jutten, C. and Ma, W. and Iwasaki, A.",
TITLE = "Spectral Variability Aware Blind Hyperspectral Image Unmixing Based
on Convex Geometry",
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YEAR = "2020",
PAGES = "4568-4582",
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@article{bb149651,
AUTHOR = "Elrewainy, A. and Sherif, S.S.",
TITLE = "Kronecker least angle regression for unsupervised unmixing of
hyperspectral imaging data",
JOURNAL = SIViP,
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NUMBER = "2",
MONTH = "March",
PAGES = "359-367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145577"}
@article{bb149652,
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",
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YEAR = "2020",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145578"}
@article{bb149653,
AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Bermudez, J.C.M. and Richard, C.",
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AUTHOR = "Xu, X. and Li, J. and Li, S. and Plaza, A.",
TITLE = "Generalized Morphological Component Analysis for Hyperspectral
Unmixing",
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AUTHOR = "Rasti, B. and Koirala, B. and Scheunders, P. and Ghamisi, P.",
TITLE = "How Hyperspectral Image Unmixing and Denoising Can Boost Each Other",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145581"}
@article{bb149656,
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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JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "6550-6564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145582"}
@article{bb149657,
AUTHOR = "Rathnayake, B. and Ekanayake, E.M.M.B. and Weerakoon, K. and Godaliyadda, G.M.R.I. and Ekanayake, M.P.B. and Herath, H.M.V.R.",
TITLE = "Graph-Based Blind Hyperspectral Unmixing via Nonnegative Matrix
Factorization",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "6391-6409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145583"}
@article{bb149658,
AUTHOR = "Wang, W.H. and Liu, H.F.",
TITLE = "Deep Nonnegative Dictionary Factorization for Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145584"}
@article{bb149659,
AUTHOR = "Qian, Y. and Xiong, F. and Qian, Q. and Zhou, J.",
TITLE = "Spectral Mixture Model Inspired Network Architectures for
Hyperspectral Unmixing",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "10",
MONTH = "October",
PAGES = "7418-7434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145585"}
@article{bb149660,
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",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145586"}
@article{bb149661,
AUTHOR = "Baskurt, D.O. and Bastanlar, Y.L. and Cetin, Y.Y.",
TITLE = "Catadioptric hyperspectral imaging, an unmixing approach",
JOURNAL = IET-CV,
VOLUME = "14",
YEAR = "2020",
NUMBER = "7",
MONTH = "October",
PAGES = "493-504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145587"}
@article{bb149662,
AUTHOR = "Vincent, F. and Besson, O.",
TITLE = "Non Zero Mean Adaptive Cosine Estimator and Application to
Hyperspectral Imaging",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1989-1993",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145588"}
@article{bb149663,
AUTHOR = "Zhang, G. and Cerra, D. and Muller, R.",
TITLE = "Shadow Detection and Restoration for Hyperspectral Images Based on
Nonlinear Spectral Unmixing",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145589"}
@article{bb149664,
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",
YEAR = "2021",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145589"}
@article{bb149665,
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",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145590"}
@article{bb149666,
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,
VOLUME = "12",
YEAR = "2020",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145591"}
@article{bb149667,
AUTHOR = "Li, C. and Gu, Y. and Chen, X. and Zhang, Y. and Ruan, L.",
TITLE = "Hyperspectral Unmixing via Latent Multiheterogeneous Subspace",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "563-577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145592"}
@article{bb149668,
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",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "629-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145593"}
@article{bb149669,
AUTHOR = "Palsson, B. and Ulfarsson, M.O. and Sveinsson, J.R.",
TITLE = "Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "535-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145594"}
@article{bb149670,
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",
YEAR = "2021",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145595"}
@article{bb149671,
AUTHOR = "Lv, X.C. and Wang, W.H. and Liu, H.F.",
TITLE = "Cluster-Wise Weighted NMF for Hyperspectral Images Unmixing with
Imbalanced Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145596"}
@article{bb149672,
AUTHOR = "Li, C. and Jiang, Y. and Chen, X.",
TITLE = "Hyperspectral Unmixing via Noise-Free Model",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "3277-3291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145597"}
@article{bb149673,
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
Regularization",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "3338-3351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145598"}
@article{bb149674,
AUTHOR = "Xu, X. and Pan, B. and Chen, Z. and Shi, Z. and Li, T.",
TITLE = "Simultaneously Multiobjective Sparse Unmixing and Library Pruning for
Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "3383-3395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145599"}
@article{bb149675,
AUTHOR = "Dong, L. and Yuan, Y.",
TITLE = "Sparse Constrained Low Tensor Rank Representation Framework for
Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145600"}
@article{bb149676,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145601"}
@article{bb149677,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145602"}
@article{bb149678,
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
Endmembers",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145603"}
@article{bb149679,
AUTHOR = "Huang, J. and Huang, T.Z. and Zhao, X.L. and Deng, L.J.",
TITLE = "Nonlocal Tensor-Based Sparse Hyperspectral Unmixing",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "6854-6868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145604"}
@article{bb149680,
AUTHOR = "Koirala, B. and Zahiri, Z. and Lamberti, A. and Scheunders, P.",
TITLE = "Robust Supervised Method for Nonlinear Spectral Unmixing Accounting
for Endmember Variability",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "7434-7448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145605"}
@article{bb149681,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145606"}
@article{bb149682,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145607"}
@article{bb149683,
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
Unmixing",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "8615-8629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145608"}
@article{bb149684,
AUTHOR = "Zhao, M. and Wang, X. and Chen, J. and Chen, W.",
TITLE = "A Plug-and-Play Priors Framework for Hyperspectral Unmixing",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145609"}
@inproceedings{bb149685,
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#TT145610"}
@article{bb149686,
AUTHOR = "Feng, X.X. and Han, L. and Dong, L.",
TITLE = "Weighted Group Sparsity-Constrained Tensor Factorization for
Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145611"}
@article{bb149687,
AUTHOR = "Dhaini, M. and Berar, M. and Honeine, P. and van Exem, A.",
TITLE = "End-to-End Convolutional Autoencoder for Nonlinear Hyperspectral
Unmixing",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145612"}
@article{bb149688,
AUTHOR = "Hadi, F. and Yang, J.X. and Ullah, M. and Ahmad, I. and Farooque, G. and Xiao, L.",
TITLE = "DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust
Supervised Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145613"}
@article{bb149689,
AUTHOR = "Yu, H.Y. and Chi, J.X. and Shang, X.D. and Shen, X.J. and Chanussot, J. and Shi, Y.M.",
TITLE = "Robust linear unmixing with enhanced constraint of classification for
hyperspectral remote sensing imagery",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "13",
PAGES = "3557-3566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145614"}
@inproceedings{bb149690,
AUTHOR = "Tiard, A. and Condat, L. and Drumetz, L. and Chanussot, J. and Yin, W. and Zhu, X.",
TITLE = "Robust linear unmixing with enhanced sparsity",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "3140-3144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145615"}
@article{bb149691,
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",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145616"}
@article{bb149692,
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",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145617"}
@article{bb149693,
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",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "2",
MONTH = "March",
PAGES = "61-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145618"}
@article{bb149694,
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",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145619"}
@article{bb149695,
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
for Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "8",
PAGES = "2070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145620"}
@article{bb149696,
AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Closas, P.",
TITLE = "Dynamical Hyperspectral Unmixing With Variational Recurrent Neural
Networks",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2279-2294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145621"}
@article{bb149697,
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",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145622"}
@article{bb149698,
AUTHOR = "Su, L.J. and Liu, J. and Yuan, Y. and Chen, Q.Y.",
TITLE = "A Multi-Attention Autoencoder for Hyperspectral Unmixing Based on the
Extended Linear Mixing Model",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "11",
PAGES = "2898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145623"}
@article{bb149699,
AUTHOR = "Meng, L.H. and Liu, D.F. and Wang, L. and Benediktsson, J.A. and Yue, X.H. and Pan, Y.",
TITLE = "Augmented GBM Nonlinear Model to Address Spectral Variability for
Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT145624"}
Last update:Feb 26, 2026 at 10:58:24