@article{bb146500,
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#TT142434"}
@article{bb146501,
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#TT142435"}
@article{bb146502,
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#TT142436"}
@article{bb146503,
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#TT142437"}
@article{bb146504,
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#TT142438"}
@article{bb146505,
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#TT142439"}
@article{bb146506,
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#TT142440"}
@article{bb146507,
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#TT142441"}
@article{bb146508,
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#TT142442"}
@article{bb146509,
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#TT142443"}
@article{bb146510,
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#TT142444"}
@article{bb146511,
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#TT142445"}
@article{bb146512,
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#TT142446"}
@article{bb146513,
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#TT142447"}
@article{bb146514,
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#TT142448"}
@article{bb146515,
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#TT142449"}
@article{bb146516,
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#TT142450"}
@article{bb146517,
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#TT142451"}
@article{bb146518,
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#TT142452"}
@article{bb146519,
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#TT142453"}
@article{bb146520,
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#TT142454"}
@article{bb146521,
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#TT142455"}
@article{bb146522,
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#TT142456"}
@article{bb146523,
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#TT142457"}
@article{bb146524,
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#TT142458"}
@article{bb146525,
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#TT142459"}
@article{bb146526,
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#TT142460"}
@article{bb146527,
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#TT142461"}
@article{bb146528,
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#TT142462"}
@article{bb146529,
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#TT142463"}
@article{bb146530,
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#TT142464"}
@article{bb146531,
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#TT142465"}
@article{bb146532,
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#TT142466"}
@article{bb146533,
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#TT142467"}
@article{bb146534,
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#TT142468"}
@article{bb146535,
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#TT142469"}
@article{bb146536,
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#TT142470"}
@article{bb146537,
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#TT142471"}
@article{bb146538,
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#TT142472"}
@article{bb146539,
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#TT142473"}
@article{bb146540,
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#TT142474"}
@article{bb146541,
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#TT142475"}
@article{bb146542,
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#TT142476"}
@article{bb146543,
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#TT142477"}
@article{bb146544,
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#TT142478"}
@article{bb146545,
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#TT142479"}
@article{bb146546,
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#TT142480"}
@article{bb146547,
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#TT142481"}
@article{bb146548,
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#TT142482"}
@article{bb146549,
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#TT142483"}
@article{bb146550,
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#TT142484"}
@article{bb146551,
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#TT142485"}
@article{bb146552,
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#TT142486"}
@article{bb146553,
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#TT142487"}
@article{bb146554,
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#TT142488"}
@article{bb146555,
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#TT142489"}
@article{bb146556,
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#TT142490"}
@article{bb146557,
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#TT142491"}
@article{bb146558,
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#TT142492"}
@article{bb146559,
AUTHOR = "Li, Z.W. and Cui, X.S. and Wang, L.Q. and Zhang, H. and Zhu, X. and Zhang, Y.J.",
TITLE = "Spectral and Spatial Global Context Attention for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142493"}
@article{bb146560,
AUTHOR = "Cheng, K. and Wang, J.L. and Yan, X.R.",
TITLE = "Mapping Forest Types in China with 10 m Resolution Based on
Spectral-Spatial-Temporal Features",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142494"}
@article{bb146561,
AUTHOR = "Zhong, S.W. and Chen, S.H. and Chang, C.I. and Zhang, Y.",
TITLE = "Fusion of Spectral-Spatial Classifiers for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "5008-5027",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142495"}
@article{bb146562,
AUTHOR = "Cao, Z. and Chen, S.H. and Li, J.H.",
TITLE = "Enhancing Hyperspectral Image Classification in Small Sample Settings
Using Conditional Denoising Diffusion Implicit Model",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2479-2483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142496"}
@article{bb146563,
AUTHOR = "Yin, J. and Qi, C.S. and Chen, Q.Q. and Qu, J.T.",
TITLE = "Spatial-Spectral Network for Hyperspectral Image Classification:
A 3-D CNN and Bi-LSTM Framework",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142497"}
@article{bb146564,
AUTHOR = "Lei, J.J. and Li, X.Y. and Peng, B. and Fang, L.Y. and Ling, N. and Huang, Q.M.",
TITLE = "Deep Spatial-Spectral Subspace Clustering for Hyperspectral Image",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "7",
MONTH = "July",
PAGES = "2686-2697",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142498"}
@article{bb146565,
AUTHOR = "Ma, K.Y. and Chang, C.I.",
TITLE = "Iterative Training Sampling Coupled With Active Learning for
Semisupervised Spectral-Spatial Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "8672-8692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142499"}
@article{bb146566,
AUTHOR = "Lv, N. and Han, Z. and Chen, C. and Feng, Y.J. and Su, T. and Goudos, S. and Wan, S.H.",
TITLE = "Encoding Spectral-Spatial Features for Hyperspectral Image
Classification in the Satellite Internet of Things System",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142500"}
@article{bb146567,
AUTHOR = "Zhao, Y.F. and Yan, F.Q.",
TITLE = "Hyperspectral Image Classification Based on Sparse Superpixel Graph",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142501"}
@article{bb146568,
AUTHOR = "Meng, Z. and Zhao, F. and Liang, M.M.",
TITLE = "SS-MLP: A Novel Spectral-Spatial MLP Architecture for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142502"}
@article{bb146569,
AUTHOR = "Kavalerov, I. and Li, W.L. and Czaja, W. and Chellappa, R.",
TITLE = "3-D Fourier Scattering Transform and Classification of Hyperspectral
Images",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "10312-10327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142503"}
@article{bb146570,
AUTHOR = "Wu, H.J. and Li, D. and Wang, Y.J. and Li, X.J. and Kong, F.Q. and Wang, Q.",
TITLE = "Hyperspectral Image Classification Based on Two-Branch
Spectral-Spatial-Feature Attention Network",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142504"}
@article{bb146571,
AUTHOR = "Farooque, G. and Xiao, L. and Yang, J.X. and Sargano, A.B.",
TITLE = "Hyperspectral Image Classification via a Novel Spectral-Spatial 3D
ConvLSTM-CNN",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142505"}
@article{bb146572,
AUTHOR = "Yu, Y. and Ma, Y. and Mei, X.G. and Fan, F. and Huang, J. and Ma, J.Y.",
TITLE = "A Spatial-Spectral Feature Descriptor for Hyperspectral Image
Matching",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142506"}
@article{bb146573,
AUTHOR = "Ling, J.M. and Li, L. and Wang, H.Y.",
TITLE = "Improved Fusion of Spatial Information into Hyperspectral
Classification through the Aggregation of Constrained Segment Trees:
Segment Forest",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142507"}
@article{bb146574,
AUTHOR = "Yuan, Y. and Wang, C.Z. and Jiang, Z.Y.",
TITLE = "Proxy-Based Deep Learning Framework for Spectral-Spatial
Hyperspectral Image Classification: Efficient and Robust",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142508"}
@article{bb146575,
AUTHOR = "Miclea, A.V. and Terebes, R.M. and Meza, S. and Cislariu, M.",
TITLE = "On Spectral-Spatial Classification of Hyperspectral Images Using
Image Denoising and Enhancement Techniques, Wavelet Transforms and
Controlled Data Set Partitioning",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142509"}
@article{bb146576,
AUTHOR = "Liang, N.N. and Duan, P. and Xu, H.F. and Cui, L.",
TITLE = "Multi-View Structural Feature Extraction for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142510"}
@article{bb146577,
AUTHOR = "Fu, Y. and Zhang, T. and Wang, L.Z. and Huang, H.",
TITLE = "Coded Hyperspectral Image Reconstruction Using Deep External and
Internal Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "3404-3420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142511"}
@inproceedings{bb146578,
AUTHOR = "Zhang, T. and Fu, Y. and Wang, L.Z. and Huang, H.",
TITLE = "Hyperspectral Image Reconstruction Using Deep External and Internal
Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "8558-8567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142512"}
@inproceedings{bb146579,
AUTHOR = "Wang, L.Z. and Sun, C. and Fu, Y. and Kim, M.H. and Huang, H.",
TITLE = "Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8024-8033",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142513"}
@article{bb146580,
AUTHOR = "Praveen, B. and Menon, V.",
TITLE = "Dual-Branch-AttentionNet: A Novel Deep-Learning-Based
Spatial-Spectral Attention Methodology for Hyperspectral Data
Analysis",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142514"}
@article{bb146581,
AUTHOR = "Wang, A. and Xing, S. and Zhao, Y. and Wu, H.B. and Iwahori, Y.",
TITLE = "A Hyperspectral Image Classification Method Based on Adaptive
Spectral Spatial Kernel Combined with Improved Vision Transformer",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142515"}
@article{bb146582,
AUTHOR = "Ma, A.L. and Zhong, Y.F. and Zhang, L.P.",
TITLE = "Spectral-Spatial Clustering with a Local Weight Parameter
Determination Method for Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "2",
PAGES = "124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142516"}
@article{bb146583,
AUTHOR = "Zhang, Y.S. and Wang, Y. and Chen, X.H. and Jiang, X.W. and Zhou, Y.C.",
TITLE = "Spectral-Spatial Feature Extraction With Dual Graph Autoencoder for
Hyperspectral Image Clustering",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8500-8511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142517"}
@article{bb146584,
AUTHOR = "Huang, Y.X. and Zhang, L. and Huang, C.P. and Qi, W.C. and Song, R.X.",
TITLE = "Parallel Spectral-Spatial Attention Network with Feature
Redistribution Loss for Hyperspectral Change Detection",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142518"}
@article{bb146585,
AUTHOR = "Huang, Y.X. and Zhang, L. and Qi, W.C. and Huang, C.P. and Song, R.X.",
TITLE = "Contrastive Self-Supervised Two-Domain Residual Attention Network
with Random Augmentation Pool for Hyperspectral Change Detection",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142519"}
@article{bb146586,
AUTHOR = "Li, M.S. and Liu, Y.K. and Xue, G. and Huang, Y. and Yang, G.P.",
TITLE = "Exploring the Relationship Between Center and Neighborhoods: Central
Vector Oriented Self-Similarity Network for Hyperspectral Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "1979-1993",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142520"}
@article{bb146587,
AUTHOR = "Zhang, J.S. and Zhao, L. and Jiang, H.Z. and Shen, S. and Wang, J. and Zhang, P.Y. and Zhang, W. and Wang, L.Q.",
TITLE = "Hyperspectral Image Classification Based on Dense Pyramidal
Convolution and Multi-Feature Fusion",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142521"}
@article{bb146588,
AUTHOR = "Chen, Y.H. and Yan, Q.Y. and Huang, W.M.",
TITLE = "MSSFF: Advancing Hyperspectral Classification through Higher-Accuracy
Multistage Spectral-Spatial Feature Fusion",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "24",
PAGES = "5717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142522"}
@article{bb146589,
AUTHOR = "Kang, J.F. and Zhang, Y.N. and Liu, X.C. and Cheng, Z.X.",
TITLE = "Hyperspectral Image Classification Using Spectral-Spatial
Double-Branch Attention Mechanism",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142523"}
@article{bb146590,
AUTHOR = "Bai, X.T. and Qi, B. and Jin, L.X. and Li, G.N. and Li, J.",
TITLE = "Fast and Accurate Hyperspectral Image Classification with Window
Shape Adaptive Singular Spectrum Analysis",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142524"}
@article{bb146591,
AUTHOR = "Li, S.P. and Liang, L. and Zhang, S.Q. and Zhang, Y. and Plaza, A. and Wang, X.H.",
TITLE = "End-to-End Convolutional Network and Spectral-Spatial Transformer
Architecture for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142525"}
@article{bb146592,
AUTHOR = "Zhang, Z.B. and Wang, S. and Zhang, W.L.",
TITLE = "Dilated Spectral-Spatial Gaussian Transformer Net for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142526"}
@article{bb146593,
AUTHOR = "Li, S. and Wang, M.W. and Cheng, C. and Gao, X.J. and Ye, Z.W. and Liu, W.",
TITLE = "Spectral-Spatial-Sensorial Attention Network with Controllable
Factors for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "7",
PAGES = "1253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142527"}
@article{bb146594,
AUTHOR = "Gao, Y.H. and Li, W. and Wang, J.J. and Zhang, M.M. and Tao, R.",
TITLE = "Relationship Learning From Multisource Images via Spatial-Spectral
Perception Network",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "3271-3284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142528"}
@article{bb146595,
AUTHOR = "Wang, M.H. and Sun, Y.X. and Xiang, J.H. and Sun, R. and Zhong, Y.",
TITLE = "Adaptive Learnable Spectral-Spatial Fusion Transformer for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1912",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142529"}
@article{bb146596,
AUTHOR = "Zhang, X.Z. and Zhang, A. and Sun, Y. and Wang, J. and Pang, H.Y. and Peng, J.B. and Chen, Y.S. and Zhang, J.X. and Giannico, V. and Legesse, T.G. and Shao, C.L. and Xin, X.P.",
TITLE = "Deep Multi-Order Spatial-Spectral Residual Feature Extractor for Weak
Information Mining in Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142530"}
@article{bb146597,
AUTHOR = "Liu, S.J.",
TITLE = "Dual subspace clustering for spectral-spatial hyperspectral image
clustering",
JOURNAL = IVC,
VOLUME = "150",
YEAR = "2024",
PAGES = "105235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142531"}
@article{bb146598,
AUTHOR = "Wang, N. and Yang, A. and Cui, Z. and Ding, Y. and Xue, Y.L. and Su, Y.Z.",
TITLE = "Capsule Attention Network for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "4001",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142532"}
@article{bb146599,
AUTHOR = "Gong, Z.Q. and Zhou, X. and Yao, W.",
TITLE = "MultiScale Spectral-Spatial Convolutional Transformer for
Hyperspectral Image Classification",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "13",
PAGES = "4328-4340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142533"}
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