@article{bb141900,
AUTHOR = "Kang, X.D. and Li, S.T. and Fang, L.Y. and Li, M.X. and Benediktsson, J.A.",
TITLE = "Extended Random Walker-Based Classification of Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "1",
MONTH = "January",
PAGES = "144-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137884"}
@article{bb141901,
AUTHOR = "Sun, B. and Kang, X.D. and Li, S.T. and Benediktsson, J.A.",
TITLE = "Random-Walker-Based Collaborative Learning for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "212-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137885"}
@article{bb141902,
AUTHOR = "Li, S.T. and Lu, T. and Fang, L.Y. and Jia, X.P. and Benediktsson, J.A.",
TITLE = "Probabilistic Fusion of Pixel-Level and Superpixel-Level
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "7416-7430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137886"}
@article{bb141903,
AUTHOR = "Li, J. and Bioucas Dias, J.M. and Plaza, A.",
TITLE = "Semisupervised Hyperspectral Image Segmentation Using Multinomial
Logistic Regression With Active Learning",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "4085-4098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137887"}
@article{bb141904,
AUTHOR = "Li, J. and Bioucas Dias, J.M. and Plaza, A.",
TITLE = "Hyperspectral Image Segmentation Using a New Bayesian Approach With
Active Learning",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "10",
MONTH = "October",
PAGES = "3947-3960",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137888"}
@article{bb141905,
AUTHOR = "Li, J. and Bioucas Dias, J.M. and Plaza, A.",
TITLE = "Spectral-Spatial Hyperspectral Image Segmentation Using Subspace
Multinomial Logistic Regression and Markov Random Fields",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "3",
MONTH = "March",
PAGES = "809-823",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137889"}
@article{bb141906,
AUTHOR = "Li, J. and Bioucas Dias, J.M. and Plaza, A.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Data Using Loopy
Belief Propagation and Active Learning",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "844-856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137890"}
@article{bb141907,
AUTHOR = "Bian, X.Y. and Chen, C. and Xu, Y. and Du, Q.",
TITLE = "Robust Hyperspectral Image Classification by Multi-Layer
Spatial-Spectral Sparse Representations",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "12",
PAGES = "985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137891"}
@article{bb141908,
AUTHOR = "Pan, L. and Li, H.C. and Ni, J. and Chen, C. and Chen, X.D. and Du, Q.",
TITLE = "GPU-based fast hyperspectral image classification using joint sparse
representation with spectral consistency constraint",
JOURNAL = RealTimeIP,
VOLUME = "14",
YEAR = "2018",
NUMBER = "3",
MONTH = "October",
PAGES = "463-475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137892"}
@article{bb141909,
AUTHOR = "Peng, J.T. and Zhou, Y.C. and Chen, C.L.P.",
TITLE = "Region-Kernel-Based Support Vector Machines for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "9",
MONTH = "September",
PAGES = "4810-4824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137893"}
@article{bb141910,
AUTHOR = "Peng, J.T. and Du, Q.",
TITLE = "Robust Joint Sparse Representation Based on Maximum Correntropy
Criterion for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "7152-7164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137894"}
@article{bb141911,
AUTHOR = "Hu, S.X. and Peng, J.T. and Fu, Y.X. and Li, L.Q.",
TITLE = "Kernel Joint Sparse Representation Based on Self-Paced Learning for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137895"}
@article{bb141912,
AUTHOR = "Hu, S.X. and Xu, C.H. and Peng, J.T. and Xu, Y. and Tian, L.",
TITLE = "Weighted Kernel joint sparse representation for hyperspectral image
classification",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "254-260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137896"}
@article{bb141913,
AUTHOR = "Chen, X. and Chen, N. and Peng, J.T. and Sun, W.W.",
TITLE = "Local Matrix Feature-Based Kernel Joint Sparse Representation for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137897"}
@article{bb141914,
AUTHOR = "Peng, J.T. and Luo, T.",
TITLE = "Sparse matrix transform-based linear discriminant analysis for
hyperspectral image classification",
JOURNAL = SIViP,
VOLUME = "10",
YEAR = "2016",
NUMBER = "4",
MONTH = "April",
PAGES = "761-768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137898"}
@article{bb141915,
AUTHOR = "Tang, Y.Y. and Yuan, H.L. and Li, L.Q.",
TITLE = "Manifold-Based Sparse Representation for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "12",
MONTH = "December",
PAGES = "7606-7618",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137899"}
@article{bb141916,
AUTHOR = "Tang, Y.Y. and Lu, Y. and Yuan, H.L.",
TITLE = "Hyperspectral Image Classification Based on Three-Dimensional
Scattering Wavelet Transform",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2467-2480",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137900"}
@article{bb141917,
AUTHOR = "Luo, H.W. and Tang, Y.Y. and Wang, Y.L. and Wang, J.Z. and Yang, L. and Li, C.L. and Hu, T.B.",
TITLE = "Hyperspectral Image Classification Based on Spectral-Spatial
One-Dimensional Manifold Embedding",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "9",
MONTH = "September",
PAGES = "5319-5340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137901"}
@article{bb141918,
AUTHOR = "Yuan, H. and Tang, Y.Y.",
TITLE = "Spectral-Spatial Shared Linear Regression for Hyperspectral Image
Classification",
JOURNAL = Cyber,
VOLUME = "47",
YEAR = "2017",
NUMBER = "4",
MONTH = "April",
PAGES = "934-945",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137902"}
@inproceedings{bb141919,
AUTHOR = "Luo, H.W. and Wang, Y.L. and Tang, Y.Y. and Li, C.L. and Wang, J.Z.",
TITLE = "Hyperspectral image classification using distance metric based
1-dimensional manifold embedding",
BOOKTITLE = ICWAPR16,
YEAR = "2016",
PAGES = "247-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137903"}
@article{bb141920,
AUTHOR = "Zhou, Y.C. and Wei, Y.T.",
TITLE = "Learning Hierarchical Spectral-Spatial Features for Hyperspectral
Image Classification",
JOURNAL = Cyber,
VOLUME = "46",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "1667-1678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137904"}
@article{bb141921,
AUTHOR = "Xiao, G.R. and Wei, Y.T. and Yao, H. and Deng, W. and Xu, J.Z. and Pan, D.H.",
TITLE = "Hierarchical broad learning system for hyperspectral image
classification",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "2",
PAGES = "554-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137905"}
@article{bb141922,
AUTHOR = "Wang, Y. and Song, H.W. and Zhang, Y.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Images Using Joint
Bilateral Filter and Graph Cut Based Model",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "9",
PAGES = "748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137906"}
@article{bb141923,
AUTHOR = "Appice, A. and Guccione, P. and Malerba, D.",
TITLE = "A novel spectral-spatial co-training algorithm for the transductive
classification of hyperspectral imagery data",
JOURNAL = PR,
VOLUME = "63",
YEAR = "2017",
NUMBER = "1",
PAGES = "229-245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137907"}
@article{bb141924,
AUTHOR = "Liang, J. and Zhou, J. and Qian, Y.T. and Wen, L. and Bai, X. and Gao, Y.S.",
TITLE = "On the Sampling Strategy for Evaluation of Spectral-Spatial Methods
in Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "862-880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137908"}
@article{bb141925,
AUTHOR = "Lunga, D. and Ersoy, O.",
TITLE = "Multidimensional Artificial Field Embedding With Spatial Sensitivity",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "2",
MONTH = "February",
PAGES = "1518-1532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137909"}
@article{bb141926,
AUTHOR = "Wang, Z.Y. and Nasrabadi, N.M. and Huang, T.S.",
TITLE = "Spatial-Spectral Classification of Hyperspectral Images Using
Discriminative Dictionary Designed by Learning Vector Quantization",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "8",
MONTH = "August",
PAGES = "4808-4822",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137910"}
@article{bb141927,
AUTHOR = "Wang, Z.Y. and Nasrabadi, N.M. and Huang, T.S.",
TITLE = "Semisupervised Hyperspectral Classification Using Task-Driven
Dictionary Learning With Laplacian Regularization",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "3",
MONTH = "March",
PAGES = "1161-1173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137911"}
@article{bb141928,
AUTHOR = "Sun, X.X. and Nasrabadi, N.M. and Tran, T.D.",
TITLE = "Task-Driven Dictionary Learning for Hyperspectral Image
Classification With Structured Sparsity Constraints",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "8",
MONTH = "August",
PAGES = "4457-4471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137912"}
@inproceedings{bb141929,
AUTHOR = "Tran, T.D. and Nasrabadi, N.M. and Sun, X.X.",
TITLE = "Task-Driven Dictionary Learning for Hyperspectral Image
Classification With Structured Sparsity Constraints",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5262-5266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137912"}
@article{bb141930,
AUTHOR = "Kianisarkaleh, A. and Ghassemian, H.",
TITLE = "Nonparametric feature extraction for classification of hyperspectral
images with limited training samples",
JOURNAL = PandRS,
VOLUME = "119",
YEAR = "2016",
NUMBER = "1",
PAGES = "64-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137913"}
@inproceedings{bb141931,
AUTHOR = "Imani, M. and Ghassemian, H.",
TITLE = "Boundary Based Supervised Classification of Hyperspectral Images with
Limited Training Samples",
BOOKTITLE = SMPR13,
YEAR = "2013",
PAGES = "203-207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137914"}
@article{bb141932,
AUTHOR = "Fu, Y.Y. and Zhao, C.J. and Wang, J. and Jia, X.P. and Yang, G.J. and Song, X.Y. and Feng, H.K.",
TITLE = "An Improved Combination of Spectral and Spatial Features for
Vegetation Classification in Hyperspectral Images",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137915"}
@article{bb141933,
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,
VOLUME = "55",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "7003-7017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137916"}
@article{bb141934,
AUTHOR = "Ahmad, M. and Khan, A.M. and Hussain, R.",
TITLE = "Graph-based spatial-spectral feature learning for hyperspectral image
classification",
JOURNAL = IET-IPR,
VOLUME = "11",
YEAR = "2017",
NUMBER = "12",
MONTH = "Dec",
PAGES = "1310-1316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137917"}
@inproceedings{bb141935,
AUTHOR = "Ahmad, M. and Usama, M. and Distefano, S. and Mazzara, M.",
TITLE = "Hyperspectral Image Classification With Fuzzy Spatial-Spectral Class
Discriminate Information",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "2285-2291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137918"}
@article{bb141936,
AUTHOR = "Kumar, B. and Dikshit, O.",
TITLE = "Spectral Contextual Classification of Hyperspectral Imagery With
Probabilistic Relaxation Labeling",
JOURNAL = Cyber,
VOLUME = "47",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "4380-4391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137919"}
@inproceedings{bb141937,
AUTHOR = "Kumar, B. and Dikshit, O.",
TITLE = "Parallel Implementation Of Morphological Profile Based Spectral-spatial
Classification Scheme For Hyperspectral Imagery",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B7: 263-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137920"}
@article{bb141938,
AUTHOR = "Kumar, B.",
TITLE = "Hyperspectral image classification using three-dimensional geometric
moments",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "10",
MONTH = "August",
PAGES = "2175-2186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137921"}
@article{bb141939,
AUTHOR = "Fu, P. and Sun, X. and Sun, Q.S.",
TITLE = "Hyperspectral Image Segmentation via Frequency-Based Similarity for
Mixed Noise Estimation",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137922"}
@article{bb141940,
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
Framework for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137923"}
@article{bb141941,
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,
VOLUME = "77",
YEAR = "2018",
PAGES = "306-315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137924"}
@article{bb141942,
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,
VOLUME = "138",
YEAR = "2018",
PAGES = "139-150",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137925"}
@article{bb141943,
AUTHOR = "Paul, S. and Kumar, D.N.",
TITLE = "Spectral-spatial classification of hyperspectral data with mutual
information based segmented stacked autoencoder approach",
JOURNAL = PandRS,
VOLUME = "138",
YEAR = "2018",
PAGES = "265-280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137926"}
@article{bb141944,
AUTHOR = "He, L. and Li, J. and Liu, C. and Li, S.",
TITLE = "Recent Advances on Spectral-Spatial Hyperspectral Image
Classification: An Overview and New Guidelines",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1579-1597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137927"}
@article{bb141945,
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#TT137928"}
@article{bb141946,
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,
VOLUME = "56",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "3534-3546",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137929"}
@article{bb141947,
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,
VOLUME = "56",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "6899-6910",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137930"}
@article{bb141948,
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#TT137931"}
@article{bb141949,
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",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137932"}
@article{bb141950,
AUTHOR = "Wang, W.J. and Dou, S.G. and Jiang, Z.M. and Sun, L.J.",
TITLE = "A Fast Dense Spectral-Spatial Convolution Network Framework for
Hyperspectral Images Classification",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137933"}
@article{bb141951,
AUTHOR = "Wang, W.J. and Dou, S.G. and Wang, S.",
TITLE = "Alternately Updated Spectral-Spatial Convolution Network for the
Classification of Hyperspectral Images",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137934"}
@article{bb141952,
AUTHOR = "Shu, L. and McIsaac, K. and Osinski, G.R.",
TITLE = "Learning Spatial-Spectral Features for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "9",
MONTH = "September",
PAGES = "5138-5147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137935"}
@article{bb141953,
AUTHOR = "Madani, H. and McIsaac, K.",
TITLE = "Distance Transform-Based Spectral-Spatial Feature Vector for
Hyperspectral Image Classification with Stacked Autoencoder",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137936"}
@article{bb141954,
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#TT137937"}
@article{bb141955,
AUTHOR = "Liu, X.F. and Sun, Q.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#TT137938"}
@article{bb141956,
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#TT137939"}
@article{bb141957,
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#TT137940"}
@article{bb141958,
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#TT137941"}
@article{bb141959,
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#TT137942"}
@article{bb141960,
AUTHOR = "Polk, S.L. and Cui, K.N. and Chan, A.H.Y. and Coomes, D.A. and Plemmons, R.J. and Murphy, J.M.",
TITLE = "Unsupervised Diffusion and Volume Maximization-Based Clustering of
Hyperspectral Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137943"}
@article{bb141961,
AUTHOR = "Seydgar, M. and Naeini, A.A. and Zhang, M.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#TT137944"}
@article{bb141962,
AUTHOR = "Wan, Y.T. and Zhong, Y.F. 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#TT137945"}
@article{bb141963,
AUTHOR = "Wan, Y.T. and Ma, A. and Zhang, L.P. and Zhong, Y.F.",
TITLE = "Multiobjective Sine Cosine Algorithm for Remote Sensing Image
Spatial-Spectral Clustering",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "11172-11186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137946"}
@article{bb141964,
AUTHOR = "Liao, J.S. and Wang, L.G.",
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#TT137947"}
@article{bb141965,
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,
VOLUME = "11",
YEAR = "2019",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137948"}
@article{bb141966,
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#TT137949"}
@article{bb141967,
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#TT137950"}
@article{bb141968,
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,
VOLUME = "11",
YEAR = "2019",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137951"}
@article{bb141969,
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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137952"}
@article{bb141970,
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",
PAGES = "6808-6820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137953"}
@article{bb141971,
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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137954"}
@article{bb141972,
AUTHOR = "Arun, P.V. and Krishna Mohan, B. and Porwal, A.",
TITLE = "Spatial-spectral feature based approach towards convolutional sparse
coding of hyperspectral images",
JOURNAL = CVIU,
VOLUME = "188",
YEAR = "2019",
PAGES = "102797",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137955"}
@article{bb141973,
AUTHOR = "He, J. and Li, J. and Yuan, Q.Q. and Li, H.F. and Shen, H.F.",
TITLE = "Spatial-Spectral Fusion in Different Swath Widths by a Recurrent
Expanding Residual Convolutional Neural Network",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137956"}
@article{bb141974,
AUTHOR = "Zhong, S.W. and Zhang, Y. and Chang, C.I.",
TITLE = "A Spectral-Spatial Feedback Close Network System for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "10056-10069",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137957"}
@article{bb141975,
AUTHOR = "Mou, L. and Zhu, X.X.",
TITLE = "Learning to Pay Attention on Spectral Domain: A Spectral Attention
Module-Based Convolutional Network for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "110-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137958"}
@article{bb141976,
AUTHOR = "Huang, H. and Duan, Y. and He, H.B. and Shi, G.Y.",
TITLE = "Local Linear Spatial-Spectral Probabilistic Distribution for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "1259-1272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137959"}
@article{bb141977,
AUTHOR = "Duan, Y. and Chen, C. and Fu, M. and Li, Y.S. and Gong, X.W. and Luo, F.",
TITLE = "Dimensionality Reduction via Multiple Neighborhood-Aware Nonlinear
Collaborative Analysis for Hyperspectral Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9356-9370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137960"}
@article{bb141978,
AUTHOR = "Han, M.X. and Cong, R.M. and Li, X.Y. and Fu, H.Z. and Lei, J.J.",
TITLE = "Joint Spatial-Spectral Hyperspectral Image Classification Based on
Convolutional Neural Network",
JOURNAL = PRL,
VOLUME = "130",
YEAR = "2020",
PAGES = "38-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137961"}
@article{bb141979,
AUTHOR = "Chen, L.L. and Wei, Z.H. and Xu, Y.",
TITLE = "A Lightweight Spectral-Spatial Feature Extraction and Fusion Network
for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137962"}
@article{bb141980,
AUTHOR = "Paoletti, M.E. and Haut, J.M.",
TITLE = "Adaptable Convolutional Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137963"}
@article{bb141981,
AUTHOR = "Paoletti, M.E. and Haut, J.M. and Plaza, J. and Plaza, A.J.",
TITLE = "A New Deep Convolutional Neural Network for Fast Hyperspectral Image
Classification",
JOURNAL = PandRS,
VOLUME = "145",
YEAR = "2018",
PAGES = "120-147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137964"}
@article{bb141982,
AUTHOR = "Haut, J.M. and Paoletti, M.E. and Plaza, J. and Li, J. and Plaza, A.J.",
TITLE = "Active Learning With Convolutional Neural Networks for Hyperspectral
Image Classification Using a New Bayesian Approach",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "6440-6461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137965"}
@article{bb141983,
AUTHOR = "Paoletti, M.E. and Haut, J.M. and Plaza, J. and Plaza, A.J.",
TITLE = "Deep&Dense Convolutional Neural Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137966"}
@article{bb141984,
AUTHOR = "Paoletti, M.E. and Haut, J.M. and Fernandez Beltran, R. and Plaza, J. and Plaza, A.J. and Pla, F.",
TITLE = "Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "740-754",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137967"}
@article{bb141985,
AUTHOR = "Haut, J.M. and Gallardo, J.A. and Paoletti, M.E. and Cavallaro, G. and Plaza, J. and Plaza, A.J. and Riedel, M.",
TITLE = "Cloud Deep Networks for Hyperspectral Image Analysis",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "9832-9848",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137968"}
@article{bb141986,
AUTHOR = "Roy, S.K. and Manna, S. and Song, T.C. and Bruzzone, L.",
TITLE = "Attention-Based Adaptive Spectral-Spatial Kernel ResNet for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "7831-7843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137969"}
@article{bb141987,
AUTHOR = "Roy, S.K. and Haut, J.M. and Paoletti, M.E. and Dubey, S.R. and Plaza, A.J.",
TITLE = "Generative Adversarial Minority Oversampling for Spectral-Spatial
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137970"}
@article{bb141988,
AUTHOR = "Hong, D. and Wu, X. and Ghamisi, P. and Chanussot, J. and Yokoya, N. and Zhu, X.X.",
TITLE = "Invariant Attribute Profiles: A Spatial-Frequency Joint Feature
Extractor for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "3791-3808",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137971"}
@article{bb141989,
AUTHOR = "Zhang, T. and Zhang, P.Z. and Zhong, W.L. and Yang, Z. and Yang, F.",
TITLE = "JL-GFDN: A Novel Gabor Filter-Based Deep Network Using Joint
Spectral-Spatial Local Binary Pattern for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137972"}
@article{bb141990,
AUTHOR = "Chan, R.H. and Kan, K.K. and Nikolova, M. and Plemmons, R.J.",
TITLE = "A two-stage method for spectral-spatial classification of hyperspectral
images",
JOURNAL = JMIV,
VOLUME = "62",
YEAR = "2020",
NUMBER = "6-7",
MONTH = "July",
PAGES = "790-807",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137973"}
@article{bb141991,
AUTHOR = "Chan, R.H. and Li, R.N.",
TITLE = "A 3-Stage Spectral-Spatial Method for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137974"}
@article{bb141992,
AUTHOR = "Sun, L. and Ma, C.Y. and Chen, Y.J. and Zheng, Y.H. and Shim, H.J. and Wu, Z.B.",
TITLE = "Low Rank Component Induced Spatial-Spectral Kernel Method for
Hyperspectral Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "10",
MONTH = "October",
PAGES = "3829-3842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137975"}
@article{bb141993,
AUTHOR = "Sellami, A. and Ben Abbes, A. and Barra, V. and Farah, I.R.",
TITLE = "Fused 3-D spectral-spatial deep neural networks and spectral
clustering for hyperspectral image classification",
JOURNAL = PRL,
VOLUME = "138",
YEAR = "2020",
PAGES = "594-600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137976"}
@article{bb141994,
AUTHOR = "Sellami, A. and Tabbone, S.",
TITLE = "Deep neural networks-based relevant latent representation learning
for hyperspectral image classification",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137977"}
@article{bb141995,
AUTHOR = "Ren, J.S. and Wang, R.X. and Liu, G. and Wang, Y.N. and Wu, W.",
TITLE = "An SVM-Based Nested Sliding Window Approach for Spectral-Spatial
Classification of Hyperspectral Images",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137978"}
@article{bb141996,
AUTHOR = "Zhu, K.Q. and Chen, Y.S. and Ghamisi, P. and Jia, X.P. and Benediktsson, J.A.",
TITLE = "Deep Convolutional Capsule Network for Hyperspectral Image Spectral
and Spectral-Spatial Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137979"}
@article{bb141997,
AUTHOR = "He, X. and Chen, Y.S. and Lin, Z.H.",
TITLE = "Spatial-Spectral Transformer for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137980"}
@article{bb141998,
AUTHOR = "Jia, S. and Lin, Z.J. and Xu, M. and Huang, Q. and Zhou, J. and Jia, X.P. and Li, Q.Q.",
TITLE = "A Lightweight Convolutional Neural Network for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "4150-4163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137981"}
@article{bb141999,
AUTHOR = "Mu, C.H. and Liu, Y.J. and Liu, Y.",
TITLE = "Hyperspectral Image Spectral-Spatial Classification Method Based on
Deep Adaptive Feature Fusion",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT137982"}
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