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        AUTHOR = "Wang, Z.Y. and Nasrabadi, N.M. and Huang, T.S.",
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@article{bb101602,
        AUTHOR = "Sun, X.X. and Nasrabadi, N.M. and Tran, T.D.",
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Classification With Structured Sparsity Constraints",
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@inproceedings{bb101603,
        AUTHOR = "Tran, T.D. and Nasrabadi, N.M. and Sun, X.X.",
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Classification With Structured Sparsity Constraints",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98047"}

@article{bb101604,
        AUTHOR = "Kianisarkaleh, A. and Ghassemian, H.",
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images with limited training samples",
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@inproceedings{bb101605,
        AUTHOR = "Imani, M. and Ghassemian, H.",
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Limited Training Samples",
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@article{bb101606,
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        TITLE = "An Improved Combination of Spectral and Spatial Features for
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98050"}

@article{bb101607,
        AUTHOR = "Jiao, L. and Liang, M. and Chen, H. and Yang, S. and Liu, H. and Cao, X.",
        TITLE = "Deep Fully Convolutional Network-Based Spatial Distribution
Prediction for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
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        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98051"}

@inproceedings{bb101608,
        AUTHOR = "He, M. and Li, B. and Chen, H.",
        TITLE = "Multi-scale 3D deep convolutional neural network for hyperspectral
image classification",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98052"}

@article{bb101609,
        AUTHOR = "Sui, C. and Tian, Y. and Xu, Y. and Xie, Y.",
        TITLE = "Weighted Spectral-Spatial Classification of Hyperspectral Images via
Class-Specific Band Contribution",
        JOURNAL = GeoRS,
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        MONTH = "December",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98053"}

@article{bb101610,
        AUTHOR = "Ahmad, M. and Khan, A.M. and Hussain, R.",
        TITLE = "Graph-based spatial-spectral feature learning for hyperspectral image
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        JOURNAL = IET-IPR,
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        MONTH = "Dec",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98054"}

@article{bb101611,
        AUTHOR = "Kumar, B. and Dikshit, O.",
        TITLE = "Spectral Contextual Classification of Hyperspectral Imagery With
Probabilistic Relaxation Labeling",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98055"}

@inproceedings{bb101612,
        AUTHOR = "Kumar, B. and Dikshit, O.",
        TITLE = "Parallel Implementation Of Morphological Profile Based Spectral-spatial
Classification Scheme For Hyperspectral Imagery",
        BOOKTITLE = ISPRS16,
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        PAGES = "B7: 263-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98056"}

@article{bb101613,
        AUTHOR = "Fu, P. and Sun, X. and Sun, Q.S.",
        TITLE = "Hyperspectral Image Segmentation via Frequency-Based Similarity for
Mixed Noise Estimation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98057"}

@article{bb101614,
        AUTHOR = "Cao, F. and Yang, Z.J. and Ren, J.C. and Ling, W.K. and Zhao, H.M. and Marshall, S.",
        TITLE = "Extreme Sparse Multinomial Logistic Regression: A Fast and Robust
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98058"}

@article{bb101615,
        AUTHOR = "Deng, C. and Liu, X.L. and Li, C. and Tao, D.C.",
        TITLE = "Active multi-kernel domain adaptation for hyperspectral image
classification",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98059"}

@article{bb101616,
        AUTHOR = "Bhardwaj, K. and Patra, S.",
        TITLE = "An unsupervised technique for optimal feature selection in attribute
profiles for spectral-spatial classification of hyperspectral images",
        JOURNAL = PandRS,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98060"}

@article{bb101617,
        AUTHOR = "Paul, S. and Kumar, D.N.",
        TITLE = "Spectral-spatial classification of hyperspectral data with mutual
information based segmented stacked autoencoder approach",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98061"}

@article{bb101618,
        AUTHOR = "Zhang, J. and Chen, L. and Zhuo, L. and Liang, X. and Li, J.",
        TITLE = "An Efficient Hyperspectral Image Retrieval Method: Deep
Spectral-Spatial Feature Extraction with DCGAN and Dimensionality
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        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98062"}

@article{bb101619,
        AUTHOR = "He, L. and Li, J. and Liu, C. and Li, S.",
        TITLE = "Recent Advances on Spectral-Spatial Hyperspectral Image
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        JOURNAL = GeoRS,
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "1579-1597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98063"}

@article{bb101620,
        AUTHOR = "Yang, L. and Wang, M. and Yang, S. and Zhao, H. and Jiao, L. and Feng, X.",
        TITLE = "Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for
Hyperspectral Imagery Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2491-2502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98064"}

@article{bb101621,
        AUTHOR = "Liu, Y. and Condessa, F. and Bioucas Dias, J.M. and Li, J. and Du, P. and Plaza, A.",
        TITLE = "Convex Formulation for Multiband Image Classification With
Superpixel-Based Spatial Regularization",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2704-2721",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98065"}

@article{bb101622,
        AUTHOR = "Fang, L. and He, N. and Li, S. and Plaza, A.J. and Plaza, J.",
        TITLE = "A New Spatial-Spectral Feature Extraction Method for Hyperspectral
Images Using Local Covariance Matrix Representation",
        JOURNAL = GeoRS,
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "3534-3546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98066"}

@article{bb101623,
        AUTHOR = "He, N. and Fang, L. and Li, S. and Plaza, A. and Plaza, J.",
        TITLE = "Remote Sensing Scene Classification Using Multilayer Stacked
Covariance Pooling",
        JOURNAL = GeoRS,
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "6899-6910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98067"}

@article{bb101624,
        AUTHOR = "Gao, Q. and Lim, S. and Jia, X.P.",
        TITLE = "Improved Joint Sparse Models for Hyperspectral Image Classification
Based on a Novel Neighbour Selection Strategy",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98068"}

@article{bb101625,
        AUTHOR = "Masiello, G. and Serio, C. and Venafra, S. and Liuzzi, G. and Poutier, L. and Gottsche, F.M.",
        TITLE = "Physical Retrieval of Land Surface Emissivity Spectra from
Hyper-Spectral Infrared Observations and Validation with In Situ
Measurements",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98069"}

@article{bb101626,
        AUTHOR = "Acquarelli, J. and Marchiori, E. and Buydens, L.M.C. and Tran, T. and van Laarhoven, T.",
        TITLE = "Spectral-Spatial Classification of Hyperspectral Images:
Three Tricks and a New Learning Setting",
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        YEAR = "2018",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98070"}

@article{bb101627,
        AUTHOR = "Wang, W. and Dou, S.G. and Jiang, Z.M. and Sun, L.",
        TITLE = "A Fast Dense Spectral-Spatial Convolution Network Framework for
Hyperspectral Images Classification",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98071"}

@article{bb101628,
        AUTHOR = "Wang, W. and Dou, S.G. and Wang, S.",
        TITLE = "Alternately Updated Spectral-Spatial Convolution Network for the
Classification of Hyperspectral Images",
        JOURNAL = RS,
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        YEAR = "2019",
        NUMBER = "15",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98072"}

@article{bb101629,
        AUTHOR = "Shu, L. and McIsaac, K. and Osinski, G.R.",
        TITLE = "Learning Spatial-Spectral Features for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
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        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5138-5147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98073"}

@article{bb101630,
        AUTHOR = "Shu, L. and McIsaac, K. and Osinski, G.R.",
        TITLE = "Hyperspectral Image Classification With Stacking Spectral Patches and
Convolutional Neural Networks",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5975-5984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98074"}

@article{bb101631,
        AUTHOR = "Liu, X.F. and Sun, Q. and Meng, Y. and Fu, M. and Bourennane, S.",
        TITLE = "Hyperspectral Image Classification Based on Parameter-Optimized
3D-CNNs Combined with Transfer Learning and Virtual Samples",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98075"}

@article{bb101632,
        AUTHOR = "Appice, A. and Malerba, D.",
        TITLE = "Segmentation-aided classification of hyperspectral data using spatial
dependency of spectral bands",
        JOURNAL = PandRS,
        VOLUME = "147",
        YEAR = "2019",
        PAGES = "215-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98076"}

@article{bb101633,
        AUTHOR = "Li, Y.S. and Wang, X.C. and Huang, Q.H. and Hu, X.H. and Xie, W.X.",
        TITLE = "Robust multi-view representation for spatial-spectral domain in
application of hyperspectral image classification",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "90-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98077"}

@article{bb101634,
        AUTHOR = "Qing, C.M. and Ruan, J.W. and Xu, X.M. and Ren, J.C. and Zabalza, J.",
        TITLE = "Spatial-spectral classification of hyperspectral images:
A deep learning framework with Markov Random fields based modelling",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "235-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98078"}

@article{bb101635,
        AUTHOR = "Li, Z. and Huang, L. and He, J.R.",
        TITLE = "A Multiscale Deep Middle-level Feature Fusion Network for
Hyperspectral Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98079"}

@article{bb101636,
        AUTHOR = "Murphy, J.M. and Maggioni, M.",
        TITLE = "Unsupervised Clustering and Active Learning of Hyperspectral Images
With Nonlinear Diffusion",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1829-1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98080"}

@article{bb101637,
        AUTHOR = "Wang, L. and Peng, J.T. and Sun, W.W.",
        TITLE = "Spatial-Spectral Squeeze-and-Excitation Residual Network for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98081"}

@article{bb101638,
        AUTHOR = "Seydgar, M. and Naeini, A.A. and Zhang, M. and Li, W. and Satari, M.",
        TITLE = "3-D Convolution-Recurrent Networks for Spectral-Spatial
Classification of Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98082"}

@article{bb101639,
        AUTHOR = "Wan, Y. and Zhong, Y. and Ma, A.",
        TITLE = "Fully Automatic Spectral-Spatial Fuzzy Clustering Using an Adaptive
Multiobjective Memetic Algorithm for Multispectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2324-2340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98083"}

@article{bb101640,
        AUTHOR = "Liao, J.S. and Wang, L.",
        TITLE = "Hyperspectral Image Classification Based on Fusion of Curvature
Filter and Domain Transform Recursive Filter",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98084"}

@article{bb101641,
        AUTHOR = "Mei, X.G. and Pan, E. and Ma, Y. and Dai, X.B. and Huang, J. and Fan, F. and Du, Q.L. and Zheng, H. and Ma, J.Y.",
        TITLE = "Spectral-Spatial Attention Networks for Hyperspectral Image
Classification",
        JOURNAL = RS,
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        YEAR = "2019",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98085"}

@article{bb101642,
        AUTHOR = "Leng, Q.M. and Yang, H. and Jiang, J.J.",
        TITLE = "Label Noise Cleansing with Sparse Graph for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98086"}

@article{bb101643,
        AUTHOR = "Gu, Y. and Liu, T. and Li, J.",
        TITLE = "Superpixel Tensor Model for Spatial-Spectral Classification of Remote
Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4705-4719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98087"}

@article{bb101644,
        AUTHOR = "Dong, C.H. and Naghedolfeizi, M. and Aberra, D. and Zeng, X.Y.",
        TITLE = "Spectral-Spatial Discriminant Feature Learning for Hyperspectral
Image Classification",
        JOURNAL = RS,
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        YEAR = "2019",
        NUMBER = "13",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98088"}

@article{bb101645,
        AUTHOR = "Cao, X.Y. and Xu, Z.B. and Meng, D.Y.",
        TITLE = "Spectral-Spatial Hyperspectral Image Classification via Robust
Low-Rank Feature Extraction and Markov Random Field",
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        YEAR = "2019",
        NUMBER = "13",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98089"}

@article{bb101646,
        AUTHOR = "Mei, S. and Ji, J. and Geng, Y. and Zhang, Z. and Li, X. and Du, Q.",
        TITLE = "Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional
Autoencoder for Hyperspectral Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98090"}

@article{bb101647,
        AUTHOR = "Sun, Y.J. and Fu, Z.L. and Fan, L.",
        TITLE = "A Novel Hyperspectral Image Classification Pattern Using Random
Patches Convolution and Local Covariance",
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        NUMBER = "16",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT98091"}

@article{bb101648,
        AUTHOR = "Lei, J. and Xie, W. and Yang, J. and Li, Y. and Chang, C.",
        TITLE = "Spectral-Spatial Feature Extraction for Hyperspectral Anomaly
Detection",
        JOURNAL = GeoRS,
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        NUMBER = "10",
        MONTH = "October",
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@article{bb101649,
        AUTHOR = "Qi, W.C. and Zhang, X. and Wang, N. and Zhang, M. and Cen, Y.",
        TITLE = "A Spectral-Spatial Cascaded 3D Convolutional Neural Network with a
Convolutional Long Short-Term Memory Network for Hyperspectral Image
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        NUMBER = "20",
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@article{bb101650,
        AUTHOR = "Gao, Q. and Lim, S. and Jia, X.",
        TITLE = "Spectral-Spatial Hyperspectral Image Classification Using a
Multiscale Conservative Smoothing Scheme and Adaptive Sparse
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@article{bb101651,
        AUTHOR = "Arun, P.V. and Krishna Mohan, B. and Porwal, A.",
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coding of hyperspectral images",
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@article{bb101652,
        AUTHOR = "He, J. and Li, J. and Yuan, Q. and Li, H. and Shen, H.",
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@article{bb101653,
        AUTHOR = "Cui, X. and Zheng, K. and Gao, L. and Zhang, B. and Yang, D. and Ren, J.",
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@article{bb101697,
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Using p-Norm-Based Pure Pixel Identification Algorithm",
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@article{bb101699,
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Last update:Dec 23, 2019 at 15:47:08