@article{bb127400,
AUTHOR = "Woodbridge, Y. and Okun, U. and Elidan, G. and Wiesel, A.",
TITLE = "Unmixing K-Gaussians With Application to Hyperspectral Imaging",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "7281-7293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123524"}
@article{bb127401,
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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123525"}
@article{bb127402,
AUTHOR = "Alkhatib, M.Q. and Velez Reyes, M.",
TITLE = "Improved Spatial-Spectral Superpixel Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123526"}
@article{bb127403,
AUTHOR = "Li, M. and Zhu, F. and Guo, A.J.X. and Chen, J.",
TITLE = "A Graph Regularized Multilinear Mixing Model for Nonlinear
Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123527"}
@article{bb127404,
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",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "7756-7769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123528"}
@article{bb127405,
AUTHOR = "Das, S. and Routray, A. and Deb, A.K.",
TITLE = "Sparsity measure based library aided unmixing of hyperspectral image",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "12",
MONTH = "October",
PAGES = "2077-2085",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123529"}
@article{bb127406,
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,
VOLUME = "13",
YEAR = "2019",
NUMBER = "12",
MONTH = "October",
PAGES = "2190-2195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123530"}
@article{bb127407,
AUTHOR = "Zeng, Y.L. and Ritz, C. and Zhao, J.H. and Lan, J.H.",
TITLE = "Scattering Transform Framework for Unmixing of Hyperspectral Data",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123531"}
@article{bb127408,
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,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "9612-9625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123532"}
@article{bb127409,
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",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "9858-9877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123533"}
@article{bb127410,
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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123534"}
@article{bb127411,
AUTHOR = "Yang, J. and Jia, M.M. and Xu, C. and Li, S.J.",
TITLE = "Joint hyperspectral unmixing for urban computing",
JOURNAL = GeoInfo,
VOLUME = "24",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "247-265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123535"}
@article{bb127412,
AUTHOR = "Uezato, T. and Yokoya, N. and He, W.",
TITLE = "Illumination Invariant Hyperspectral Image Unmixing Based on a
Digital Surface Model",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "3652-3664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123536"}
@article{bb127413,
AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Bermudez, J.C.M.",
TITLE = "A Data Dependent Multiscale Model for Hyperspectral Unmixing With
Spectral Variability",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "3638-3651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123537"}
@article{bb127414,
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",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "4568-4582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123538"}
@article{bb127415,
AUTHOR = "Elrewainy, A. and Sherif, S.S.",
TITLE = "Kronecker least angle regression for unsupervised unmixing of
hyperspectral imaging data",
JOURNAL = SIViP,
VOLUME = "14",
YEAR = "2020",
NUMBER = "2",
MONTH = "March",
PAGES = "359-367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123539"}
@article{bb127416,
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",
YEAR = "2020",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123540"}
@article{bb127417,
AUTHOR = "Borsoi, R.A. and Imbiriba, T. and Bermudez, J.C.M. and Richard, C.",
TITLE = "A Blind Multiscale Spatial Regularization Framework for Kernel-Based
Spectral Unmixing",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "4965-4979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123541"}
@article{bb127418,
AUTHOR = "Xu, X. and Li, J. and Li, S. and Plaza, A.",
TITLE = "Generalized Morphological Component Analysis for Hyperspectral
Unmixing",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "2817-2832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123542"}
@article{bb127419,
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#TT123543"}
@article{bb127420,
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
Detection",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "6550-6564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123544"}
@article{bb127421,
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#TT123545"}
@article{bb127422,
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#TT123546"}
@article{bb127423,
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#TT123547"}
@article{bb127424,
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#TT123548"}
@article{bb127425,
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#TT123549"}
@article{bb127426,
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#TT123550"}
@article{bb127427,
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#TT123551"}
@article{bb127428,
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#TT123551"}
@article{bb127429,
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#TT123552"}
@article{bb127430,
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#TT123553"}
@article{bb127431,
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#TT123554"}
@article{bb127432,
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#TT123555"}
@article{bb127433,
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#TT123556"}
@article{bb127434,
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#TT123557"}
@article{bb127435,
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#TT123558"}
@article{bb127436,
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#TT123559"}
@article{bb127437,
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#TT123560"}
@article{bb127438,
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#TT123561"}
@article{bb127439,
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#TT123562"}
@article{bb127440,
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#TT123563"}
@article{bb127441,
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#TT123564"}
@article{bb127442,
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#TT123565"}
@article{bb127443,
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#TT123566"}
@article{bb127444,
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#TT123567"}
@article{bb127445,
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#TT123568"}
@article{bb127446,
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#TT123569"}
@article{bb127447,
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#TT123570"}
@article{bb127448,
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#TT123571"}
@inproceedings{bb127449,
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#TT123572"}
@article{bb127450,
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#TT123573"}
@article{bb127451,
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#TT123574"}
@article{bb127452,
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#TT123575"}
@article{bb127453,
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#TT123576"}
@inproceedings{bb127454,
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#TT123577"}
@article{bb127455,
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#TT123578"}
@article{bb127456,
AUTHOR = "Sun, L. and Chen, Y. and Li, B.Z.",
TITLE = "SISLU-Net: Spatial Information-Assisted Spectral Information Learning
Unmixing Network for Hyperspectral Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123579"}
@article{bb127457,
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#TT123580"}
@article{bb127458,
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#TT123581"}
@article{bb127459,
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#TT123582"}
@article{bb127460,
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.",
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#TT123583"}
@article{bb127461,
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#TT123584"}
@article{bb127462,
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#TT123585"}
@article{bb127463,
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#TT123586"}
@article{bb127464,
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#TT123587"}
@article{bb127465,
AUTHOR = "Zhang, J.Y. and Zhang, X.R. and Jiao, L.C.",
TITLE = "Dual-View Hyperspectral Anomaly Detection via Spatial Consistency and
Spectral Unmixing",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "13",
PAGES = "3330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123588"}
@article{bb127466,
AUTHOR = "Cheng, Y. and Zhao, L. and Chen, S.H. and Li, X.R.",
TITLE = "Hyperspectral Unmixing Network Accounting for Spectral Variability
Based on a Modified Scaled and a Perturbed Linear Mixing Model",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123589"}
@article{bb127467,
AUTHOR = "Zouaoui, A. and Muhawenayo, G. and Rasti, B. and Chanussot, J. and Mairal, J.",
TITLE = "Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "4649-4663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123590"}
@inproceedings{bb127468,
AUTHOR = "Ksiazek, K. and Glomb, P. and Romaszewski, M. and Cholewa, M. and Grabowski, B. and Buza, K.",
TITLE = "Improving Autoencoder Training Performance for Hyperspectral Unmixing
with Network Reinitialisation",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:391-403",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123591"}
@inproceedings{bb127469,
AUTHOR = "Li, M. and Zhu, F. and Guo, A.J.X.",
TITLE = "A Robust Multilinear Mixing Model with l2,1 norm for Unmixing
Hyperspectral Images",
BOOKTITLE = VCIP20,
YEAR = "2020",
PAGES = "193-196",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123592"}
@inproceedings{bb127470,
AUTHOR = "Janiczek, J. and Thaker, P. and Dasarathy, G. and Edwards, C.S. and Christensen, P. and Jayasuriya, S.",
TITLE = "Differentiable Programming for Hyperspectral Unmixing Using a
Physics-based Dispersion Model",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVII:649-666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123593"}
@inproceedings{bb127471,
AUTHOR = "Yao, J. and Hong, D.F. and Chanussot, J. and Meng, D.Y. and Zhu, X.X. and Xu, Z.B.",
TITLE = "Cross-attention in Coupled Unmixing Nets for Unsupervised Hyperspectral
Super-resolution",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIX: 208-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123594"}
@inproceedings{bb127472,
AUTHOR = "Bauer, S. and Winterbauer, E. and Leon, F.P.",
TITLE = "Accelerating spectral unmixing by using clustered images",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "3988-3992",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123595"}
@inproceedings{bb127473,
AUTHOR = "Zhou, Y. and Rangarajan, A. and Gader, P.D.",
TITLE = "Nonrigid Registration of Hyperspectral and Color Images with Vastly
Different Spatial and Spectral Resolutions for Spectral Unmixing and
Pansharpening",
BOOKTITLE = EarthVision17,
YEAR = "2017",
PAGES = "1571-1579",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123596"}
@inproceedings{bb127474,
AUTHOR = "Chen, X.M. and Liu, J.Y. and Zhu, J.",
TITLE = "Compressive hyperspectral imaging and unmixing using spectral library",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "516-520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123597"}
@inproceedings{bb127475,
AUTHOR = "Li, C. and Ma, Y. and Gao, Y. and Wang, Z. and Ma, J.",
TITLE = "Sparse unmixing of hyperspectral data based on robust linear mixing
model",
BOOKTITLE = VCIP16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123598"}
@inproceedings{bb127476,
AUTHOR = "Hong, D. and Yokoya, N. and Chanussot, J. and Zhu, X.X.",
TITLE = "Learning a low-coherence dictionary to address spectral variability
for hyperspectral unmixing",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "235-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123599"}
@inproceedings{bb127477,
AUTHOR = "Sun, L. and Jeon, B. and Zheng, Y. and Chen, Y.",
TITLE = "Hyperspectral unmixing based on L1-L2 sparsity and total variation",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "4349-4353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123600"}
@inproceedings{bb127478,
AUTHOR = "Meyer, T.R. and Drumetz, L. and Chanussot, J. and Bertozzi, A.L. and Jutten, C.",
TITLE = "Hyperspectral unmixing with material variability using social
sparsity",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2187-2191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123601"}
@inproceedings{bb127479,
AUTHOR = "Tong, L. and Zhou, J. and Xu, C.Y. and Qian, Y.T. and Gao, Y.S.",
TITLE = "Soil Biochar Quantification via Hyperspectral Unmixing",
BOOKTITLE = DICTA13,
YEAR = "2013",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123602"}
@inproceedings{bb127480,
AUTHOR = "Lee, W.Y.L. and Andrews, M.",
TITLE = "Blind spectral unmixing for compressive hyperspectral imaging of
highly mixed data",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "1312-1316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123603"}
@inproceedings{bb127481,
AUTHOR = "Jiang, X.W. and Ma, L. and Yang, Y.P.",
TITLE = "Cluster constraint based sparse NMF for hyperspectral imagery
unmixing",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5107-5111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123604"}
@inproceedings{bb127482,
AUTHOR = "Henrot, S. and Soussen, C. and Brie, D.",
TITLE = "Sequential deconvolution: Unmixing of blurred hyperspectral data",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5152-5156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123605"}
@inproceedings{bb127483,
AUTHOR = "Tong, L. and Zhou, J. and Bai, X. and Gao, Y.S.",
TITLE = "Dual Graph Regularized NMF for Hyperspectral Unmixing",
BOOKTITLE = DICTA14,
YEAR = "2014",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123606"}
@inproceedings{bb127484,
AUTHOR = "Akhtar, N. and Sahfait, F. and Mian, A.",
TITLE = "Repeated constrained sparse coding with partial dictionaries for
hyperspectral unmixing",
BOOKTITLE = WACV14,
YEAR = "2014",
PAGES = "953-960",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123607"}
@inproceedings{bb127485,
AUTHOR = "Bendoumi, M.A. and He, M.Y. and Mei, S.H. and Zhang, Y.F.",
TITLE = "Unmixing approach for hyperspectral data resolution enhancement using
high resolution multispectral image",
BOOKTITLE = ICARCV12,
YEAR = "2012",
PAGES = "1369-1373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123608"}
@inproceedings{bb127486,
AUTHOR = "Peng, H.H. and Rao, R. and Dianat, S.A.",
TITLE = "Nonnegative matrix factorization with deterministic annealing for
unsupervised unmixing of hyperspectral imagery",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "2145-2148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123609"}
@inproceedings{bb127487,
AUTHOR = "Arberet, S.",
TITLE = "Hyper-DEMIX: Blind source separation of hyperspectral images using
local ML estimates",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "1393-1396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123610"}
@inproceedings{bb127488,
AUTHOR = "Dowler, S. and Andrews, M.",
TITLE = "Abundance guided endmember selection:
An algorithm for unmixing hyperspectral data",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "2649-2652",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123611"}
@inproceedings{bb127489,
AUTHOR = "Jia, S. and Qian, Y.T. and Li, J.M. and Li, Y. and Ming, Z.",
TITLE = "Hierarchical alternating least squares algorithm with Sparsity
Constraint for hyperspectral unmixing",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "2305-2308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123612"}
@inproceedings{bb127490,
AUTHOR = "Luo, B. and Chanussot, J.",
TITLE = "Unsupervised classification of hyperspectral images by using linear
unmixing algorithm",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2877-2880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123613"}
@inproceedings{bb127491,
AUTHOR = "Miao, L. and Qi, H.R.",
TITLE = "A Constrained Non-Negative Matrix Factorization Approach to Unmix
Highly Mixed Hyperspectral Data",
BOOKTITLE = ICIP07,
YEAR = "2007",
PAGES = "II: 185-188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123614"}
@inproceedings{bb127492,
AUTHOR = "Berman, M.",
TITLE = "Some Unmixing Problems and Algorithms in Spectroscopy and Hyperspectral
Imaging",
BOOKTITLE = AIPR06,
YEAR = "2006",
PAGES = "15-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123615"}
@inproceedings{bb127493,
AUTHOR = "Gu, Y.F. and Zhang, Y. and Liu, Y.",
TITLE = "Unmixing Component Analysis for Anomaly Detection in Hyperspectral
Imagery",
BOOKTITLE = ICIP06,
YEAR = "2006",
PAGES = "965-968",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619hu2.html#TT123616"}
@article{bb127494,
AUTHOR = "Kwan, C. and Ayhan, B. and Chen, G. and Wang, J. and Ji, B. and Chang, C.I.",
TITLE = "A Novel Approach for Spectral Unmixing, Classification, and
Concentration Estimation of Chemical and Biological Agents",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "2",
MONTH = "February",
PAGES = "409-419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT123617"}
@article{bb127495,
AUTHOR = "Rogge, D.M. and Rivard, B. and Zhang, J. and Feng, J.",
TITLE = "Iterative Spectral Unmixing for Optimizing Per-Pixel Endmember Sets",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "12",
MONTH = "December",
PAGES = "3725-3736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT123618"}
@article{bb127496,
AUTHOR = "Foody, G.M. and Doan, H.T.X.",
TITLE = "Variability in Soft Classification Prediction and Its Implications for
Sub-pixel Scale Change Detection and Super Resolution Mapping",
JOURNAL = PhEngRS,
VOLUME = "73",
YEAR = "2007",
NUMBER = "8",
MONTH = "August",
PAGES = "923-934",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT123619"}
@article{bb127497,
AUTHOR = "Silvan Cardenas, J.L. and Wang, L.",
TITLE = "Fully Constrained Linear Spectral Unmixing:
Analytic Solution Using Fuzzy Sets",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "3992-4002",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT123620"}
@article{bb127498,
AUTHOR = "Omachi, M. and Omachi, S.",
TITLE = "Pattern Recognition with Gaussian Mixture Models of Marginal
Distributions",
JOURNAL = IEICE,
VOLUME = "E94-D",
YEAR = "2011",
NUMBER = "2",
MONTH = "February",
PAGES = "317-324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT123621"}
@article{bb127499,
AUTHOR = "Yang, Z.Y. and Zhou, G.X. and Xie, S.L. and Ding, S.X. and Yang, J.M. and Zhang, J.",
TITLE = "Blind Spectral Unmixing Based on Sparse Nonnegative Matrix
Factorization",
JOURNAL = IP,
VOLUME = "20",
YEAR = "2011",
NUMBER = "4",
MONTH = "April",
PAGES = "1112-1125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT123622"}
Last update: