@article{bb149500,
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#TT145420"}
@article{bb149501,
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#TT145421"}
@article{bb149502,
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#TT145422"}
@article{bb149503,
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#TT145423"}
@article{bb149504,
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#TT145424"}
@inproceedings{bb149505,
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#TT145424"}
@article{bb149506,
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#TT145425"}
@inproceedings{bb149507,
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#TT145426"}
@article{bb149508,
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#TT145427"}
@article{bb149509,
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#TT145428"}
@article{bb149510,
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#TT145429"}
@inproceedings{bb149511,
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#TT145430"}
@article{bb149512,
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#TT145431"}
@inproceedings{bb149513,
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#TT145432"}
@article{bb149514,
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#TT145433"}
@article{bb149515,
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#TT145434"}
@article{bb149516,
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#TT145435"}
@article{bb149517,
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#TT145436"}
@article{bb149518,
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#TT145437"}
@article{bb149519,
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#TT145438"}
@article{bb149520,
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#TT145439"}
@article{bb149521,
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#TT145440"}
@article{bb149522,
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#TT145441"}
@article{bb149523,
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#TT145442"}
@article{bb149524,
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#TT145443"}
@article{bb149525,
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#TT145444"}
@article{bb149526,
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#TT145445"}
@article{bb149527,
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#TT145446"}
@article{bb149528,
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#TT145447"}
@article{bb149529,
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#TT145448"}
@article{bb149530,
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#TT145449"}
@article{bb149531,
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#TT145450"}
@article{bb149532,
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#TT145451"}
@article{bb149533,
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#TT145452"}
@article{bb149534,
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#TT145453"}
@article{bb149535,
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#TT145454"}
@article{bb149536,
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#TT145455"}
@article{bb149537,
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#TT145456"}
@article{bb149538,
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#TT145457"}
@article{bb149539,
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#TT145458"}
@article{bb149540,
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#TT145459"}
@article{bb149541,
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#TT145460"}
@article{bb149542,
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#TT145461"}
@article{bb149543,
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#TT145462"}
@article{bb149544,
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#TT145463"}
@article{bb149545,
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#TT145464"}
@article{bb149546,
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#TT145465"}
@article{bb149547,
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#TT145466"}
@article{bb149548,
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#TT145467"}
@article{bb149549,
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#TT145468"}
@article{bb149550,
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#TT145469"}
@article{bb149551,
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#TT145470"}
@article{bb149552,
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#TT145471"}
@article{bb149553,
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#TT145472"}
@article{bb149554,
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#TT145473"}
@article{bb149555,
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#TT145474"}
@article{bb149556,
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#TT145475"}
@article{bb149557,
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#TT145476"}
@article{bb149558,
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#TT145477"}
@article{bb149559,
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#TT145478"}
@article{bb149560,
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#TT145479"}
@article{bb149561,
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#TT145480"}
@article{bb149562,
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#TT145481"}
@article{bb149563,
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#TT145482"}
@article{bb149564,
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#TT145483"}
@article{bb149565,
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#TT145484"}
@article{bb149566,
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#TT145485"}
@article{bb149567,
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#TT145486"}
@article{bb149568,
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#TT145487"}
@article{bb149569,
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#TT145488"}
@article{bb149570,
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#TT145489"}
@article{bb149571,
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#TT145490"}
@article{bb149572,
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#TT145491"}
@article{bb149573,
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#TT145492"}
@article{bb149574,
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#TT145493"}
@article{bb149575,
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#TT145494"}
@article{bb149576,
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#TT145495"}
@article{bb149577,
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#TT145496"}
@article{bb149578,
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#TT145497"}
@article{bb149579,
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#TT145498"}
@article{bb149580,
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#TT145499"}
@article{bb149581,
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#TT145500"}
@article{bb149582,
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#TT145501"}
@article{bb149583,
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#TT145502"}
@article{bb149584,
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#TT145503"}
@article{bb149585,
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#TT145504"}
@article{bb149586,
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#TT145505"}
@article{bb149587,
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#TT145506"}
@article{bb149588,
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#TT145507"}
@article{bb149589,
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#TT145508"}
@article{bb149590,
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#TT145509"}
@article{bb149591,
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#TT145510"}
@article{bb149592,
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#TT145511"}
@article{bb149593,
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#TT145512"}
@article{bb149594,
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#TT145513"}
@inproceedings{bb149595,
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#TT145514"}
@inproceedings{bb149596,
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#TT145515"}
@article{bb149597,
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#TT145516"}
@article{bb149598,
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#TT145517"}
@article{bb149599,
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#TT145518"}
Last update:Sep 30, 2026 at 11:45:00