@article{bb145100,
        AUTHOR = "Xia, J.S. and Ghamisi, P. and Yokoya, N. and Iwasaki, A.",
        TITLE = "Random Forest Ensembles and Extended Multiextinction Profiles for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "202-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141037"}

@article{bb145101,
        AUTHOR = "Li, L. and Wang, C.Y. and Chen, J.B. and Ma, J.L.",
        TITLE = "Refinement of Hyperspectral Image Classification with Segment-Tree
Filtering",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141038"}

@article{bb145102,
        AUTHOR = "Zhu, W. and Chayes, V. and Tiard, A. and Sanchez, S. and Dahlberg, D. and Bertozzi, A.L. and Osher, S. and Zosso, D. and Kuang, D.",
        TITLE = "Unsupervised Classification in Hyperspectral Imagery With Nonlocal
Total Variation and Primal-Dual Hybrid Gradient Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2786-2798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141039"}

@article{bb145103,
        AUTHOR = "Wang, Z.M. and Du, B. and Zhang, L.F. and Zhang, L.P. and Jia, X.P.",
        TITLE = "A Novel Semisupervised Active-Learning Algorithm for Hyperspectral
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3071-3083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141040"}

@article{bb145104,
        AUTHOR = "Yang, J.Q. and Du, B. and Zhang, L.P.",
        TITLE = "From center to surrounding: An interactive learning framework for
hyperspectral image classification",
        JOURNAL = PandRS,
        VOLUME = "197",
        YEAR = "2023",
        PAGES = "145-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141041"}

@article{bb145105,
        AUTHOR = "Yang, J.Q. and Du, B. and Wang, D. and Zhang, L.P.",
        TITLE = "ITER: Image-to-Pixel Representation for Weakly Supervised HSI
Classification",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "257-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141042"}

@article{bb145106,
        AUTHOR = "Yin, J. and Qv, H. and Luo, X. and Jia, X.",
        TITLE = "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3982-3996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141043"}

@article{bb145107,
        AUTHOR = "Jia, X. and Luo, X. and Qv, H. and Yin, J.",
        TITLE = "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1213-1213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141043"}

@article{bb145108,
        AUTHOR = "Qv, H. and Yin, J. and Luo, X. and Jia, X.",
        TITLE = "Band Dual Density Discrimination Analysis for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7257-7271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141044"}

@article{bb145109,
        AUTHOR = "Pan, B. and Shi, Z.W. and Xu, X. and Yang, Y.",
        TITLE = "Hashing Based Hierarchical Feature Representation for Hyperspectral
Imagery Classification",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141045"}

@article{bb145110,
        AUTHOR = "Gao, L. and Zhao, B. and Jia, X.P. and Liao, W.Z. and Zhang, B.",
        TITLE = "Optimized Kernel Minimum Noise Fraction Transformation for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141046"}

@article{bb145111,
        AUTHOR = "Prabhakar, T.V.N. and Geetha, P.",
        TITLE = "Two-dimensional empirical wavelet transform based supervised
hyperspectral image classification",
        JOURNAL = PandRS,
        VOLUME = "133",
        YEAR = "2017",
        NUMBER = "Supplement C",
        PAGES = "37-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141047"}

@article{bb145112,
        AUTHOR = "Tong, F. and Tong, H.J. and Jiang, J.J. and Zhang, Y.",
        TITLE = "Multiscale Union Regions Adaptive Sparse Representation for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141048"}

@article{bb145113,
        AUTHOR = "Leng, Q.M. and Yang, H. and Jiang, J.J. and Tian, Q.",
        TITLE = "Adaptive MultiScale Segmentations for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5847-5860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141049"}

@inproceedings{bb145114,
        TITLE = "Hyperspectral imaging: defense technology transfers 
into commercial applications",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141050"}

@article{bb145115,
        AUTHOR = "Yang, J.L. and Jiang, Z.G. and Hao, S.A. and Zhang, H.P.",
        TITLE = "Higher Order Support Vector Random Fields for Hyperspectral Image
Classification",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141051"}

@article{bb145116,
        AUTHOR = "Li, J.J. and Du, Q. and Li, Y.S. and Li, W.",
        TITLE = "Hyperspectral Image Classification With Imbalanced Data Based on
Orthogonal Complement Subspace Projection",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3838-3851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141052"}

@article{bb145117,
        AUTHOR = "Ge, H.M. and Wang, L.G. and Liu, Y.Z. and Li, C. and Chen, R.X.",
        TITLE = "Hyperspectral image classification based on adaptive-weighted LLE and
clustering-based FSVMs",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "941-947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141053"}

@article{bb145118,
        AUTHOR = "Zu, B.K. and Xia, K. and Du, W. and Li, Y.F. and Ali, A. and Chakraborty, S.",
        TITLE = "Classification of Hyperspectral Images with Robust Regularized Block
Low-Rank Discriminant Analysis",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141054"}

@article{bb145119,
        AUTHOR = "Samat, A. and Gamba, P. and Liu, S.C. and Li, E. and Miao, Z. and Abuduwaili, J.",
        TITLE = "Fuzzy multiclass active learning for hyperspectral image classification",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1095-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141055"}

@article{bb145120,
        AUTHOR = "Rocha, A.D. and Groen, T.A. and Skidmore, A.K. and Darvishzadeh, R. and Willemen, L.",
        TITLE = "Machine Learning Using Hyperspectral Data Inaccurately Predicts Plant
Traits Under Spatial Dependency",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141056"}

@article{bb145121,
        AUTHOR = "Gao, H.M. and Yang, Y. and Li, C.M. and Zhou, H. and Qu, X.Y.",
        TITLE = "Joint Alternate Small Convolution and Feature Reuse for Hyperspectral
Image Classification",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141057"}

@article{bb145122,
        AUTHOR = "Makantasis, K. and Doulamis, A.D. and Doulamis, N.D. and Nikitakis, A.",
        TITLE = "Tensor-Based Classification Models for Hyperspectral Data Analysis",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6884-6898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141058"}

@inproceedings{bb145123,
        AUTHOR = "Tzortzis, I.N. and Rallis, I. and Makantasis, K. and Doulamis, A.D. and Doulamis, N.D. and Voulodimos, A.",
        TITLE = "Automatic Inspection of Cultural Monuments Using Deep and
Tensor-Based Learning on Hyperspectral Imagery",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3136-3140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141059"}

@inproceedings{bb145124,
        AUTHOR = "Makantasis, K. and Voulodimos, A. and Doulamis, A.D. and Doulamis, N.D. and Georgoulas, I.",
        TITLE = "Hyperspectral Image Classification with Tensor-Based Rank-R Learning
Models",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3148-3125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141060"}

@article{bb145125,
        AUTHOR = "Li, S. and Hao, Q. and Gao, G. and Kang, X.",
        TITLE = "The Effect of Ground Truth on Performance Evaluation of Hyperspectral
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7195-7206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141061"}

@article{bb145126,
        AUTHOR = "Zhai, H. and Zhang, H.Y. and Zhang, L.P. and Li, P.X.",
        TITLE = "Total Variation Regularized Collaborative Representation Clustering
With a Locally Adaptive Dictionary for Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "166-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141062"}

@article{bb145127,
        AUTHOR = "Pan, B. and Shi, Z. and Xu, X.",
        TITLE = "Multiobjective-Based Sparse Representation Classifier for
Hyperspectral Imagery Using Limited Samples",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "239-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141063"}

@article{bb145128,
        AUTHOR = "Jiang, J. and Ma, J. and Wang, Z. and Chen, C. and Liu, X.",
        TITLE = "Hyperspectral Image Classification in the Presence of Noisy Labels",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "851-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141064"}

@article{bb145129,
        AUTHOR = "Huang, N. and Xiao, L.",
        TITLE = "Hyperspectral image clustering via sparse dictionary-based anchored
regression",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "261-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141065"}

@article{bb145130,
        AUTHOR = "Ma, X. and Liu, W. and Li, S. and Tao, D. and Zhou, Y.",
        TITLE = "Hypergraph p-Laplacian Regularization for Remotely Sensed Image
Recognition",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1585-1595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141066"}

@article{bb145131,
        AUTHOR = "Chang, C.",
        TITLE = "Statistical Detection Theory Approach to Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2057-2074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141067"}

@article{bb145132,
        AUTHOR = "Windrim, L. and Ramakrishnan, R. and Melkumyan, A. and Murphy, R.J. and Chlingaryan, A.",
        TITLE = "Unsupervised Feature-Learning for Hyperspectral Data with
Autoencoders",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141068"}

@inproceedings{bb145133,
        AUTHOR = "Windrim, L. and Melkumyan, A. and Murphy, R.J. and Chlingaryan, A. and Nieto, J.",
        TITLE = "Unsupervised feature learning for illumination robustness",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "4453-4457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141069"}

@article{bb145134,
        AUTHOR = "Pan, C. and Gao, X.B. and Wang, Y. and Li, J.",
        TITLE = "Markov Random Fields Integrating Adaptive Interclass-Pair Penalty and
Spectral Similarity for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2520-2534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141070"}

@article{bb145135,
        AUTHOR = "Pan, C. and Jia, X.P. and Li, J. and Gao, X.B.",
        TITLE = "Adaptive Edge Preserving Maps in Markov Random Fields for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8568-8583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141071"}

@article{bb145136,
        AUTHOR = "Blanes, I. and Kiely, A. and Hernandez Cabronero, M. and Serra Sagrista, J.",
        TITLE = "Performance Impact of Parameter Tuning on the CCSDS-123.0-B-2
Low-Complexity Lossless and Near-Lossless Multispectral and
Hyperspectral Image Compression Standard",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141072"}

@article{bb145137,
        AUTHOR = "Zhou, P.C. and Han, J.W. and Cheng, G. and Zhang, B.C.",
        TITLE = "Learning Compact and Discriminative Stacked Autoencoder for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4823-4833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141073"}

@article{bb145138,
        AUTHOR = "Brugger, A. and Behmann, J. and Paulus, S. and Luigs, H.G. and Kuska, M.T. and Schramowski, P. and Kersting, K. and Steiner, U. and Mahlein, A.K.",
        TITLE = "Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141074"}

@article{bb145139,
        AUTHOR = "Li, S. and Song, W. and Fang, L. and Chen, Y. and Ghamisi, P. and Benediktsson, J.A.",
        TITLE = "Deep Learning for Hyperspectral Image Classification: An Overview",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6690-6709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141075"}

@article{bb145140,
        AUTHOR = "Liu, X. and Wang, R. and Cai, Z. and Cai, Y. and Yin, X.",
        TITLE = "Deep Multigrained Cascade Forest for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8169-8183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141076"}

@article{bb145141,
        AUTHOR = "Huang, Z. and Chen, Q. and Chen, Q.H. and Liu, X.G. and He, H.",
        TITLE = "A Novel Hyperspectral Image Simulation Method Based on Nonnegative
Matrix Factorization",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141077"}

@article{bb145142,
        AUTHOR = "Cevikalp, H.",
        TITLE = "High-dimensional data clustering by using local affine/convex hulls",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "427-432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141078"}

@article{bb145143,
        AUTHOR = "Tu, B. and Zhou, C. and Peng, J. and He, W. and Ou, X.F. and Xu, Z.",
        TITLE = "Kernel Entropy Component Analysis-Based Robust Hyperspectral Image
Supervised Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141079"}

@article{bb145144,
        AUTHOR = "Riese, F.M. and Keller, S. and Hinz, S.",
        TITLE = "Supervised and Semi-Supervised Self-Organizing Maps for Regression
and Classification Focusing on Hyperspectral Data",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141080"}

@article{bb145145,
        AUTHOR = "Zahidi, U.A. and Yuen, P.W.T. and Piper, J. and Godfree, P.S.",
        TITLE = "An End-to-End Hyperspectral Scene Simulator with Alternate Adjacency
Effect Models and Its Comparison with CameoSim",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141081"}

@article{bb145146,
        AUTHOR = "He, J. and Zhao, L. and Yang, H.W. and Zhang, M.M. and Li, W.",
        TITLE = "HSI-BERT: Hyperspectral Image Classification Using the Bidirectional
Encoder Representation From Transformers",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "165-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141082"}

@article{bb145147,
        AUTHOR = "Alcolea, A. and Paoletti, M.E. and Haut, J.M. and Resano, J. and Plaza, A.",
        TITLE = "Inference in Supervised Spectral Classifiers for On-Board
Hyperspectral Imaging: An Overview",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141083"}

@article{bb145148,
        AUTHOR = "Cui, B. and Cui, J. and Lu, Y. and Guo, N.N. and Gong, M.",
        TITLE = "A Sparse Representation-Based Sample Pseudo-Labeling Method for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141084"}

@article{bb145149,
        AUTHOR = "Zhang, Y.X. and Li, W. and Li, H.C. and Tao, R. and Du, Q.",
        TITLE = "Discriminative Marginalized Least-Squares Regression for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3148-3161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141085"}

@article{bb145150,
        AUTHOR = "Tu, B. and Zhou, C. and He, D. and Huang, S. and Plaza, A.",
        TITLE = "Hyperspectral Classification With Noisy Label Detection via
Superpixel-to-Pixel Weighting Distance",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4116-4131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141086"}

@article{bb145151,
        AUTHOR = "Fang, F. and Qiu, L. and Yuan, S.",
        TITLE = "Adaptive core fusion-based density peak clustering for complex data
with arbitrary shapes and densities",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141087"}

@article{bb145152,
        AUTHOR = "Dou, P. and Zeng, C.",
        TITLE = "Hyperspectral Image Classification Using Feature Relations Map
Learning",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141088"}

@article{bb145153,
        AUTHOR = "Yang, Z. and Cao, F. and Cheng, Y. and Ling, W.K. and Hu, R.",
        TITLE = "Locality Regularized Robust-PCRC: A Novel Simultaneous Feature
Extraction and Classification Framework for Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8567-8582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141089"}

@article{bb145154,
        AUTHOR = "Chen, P.",
        TITLE = "Minimum class variance broad learning system for hyperspectral image
classification",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "3039-3045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141090"}

@article{bb145155,
        AUTHOR = "Zhao, Q.H. and Jia, S.H. and Li, Y.",
        TITLE = "Hyperspectral Remote Sensing Image Classification Based on Tighter
Random Projection with Minimal Intra-Class Variance Algorithm",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141091"}

@article{bb145156,
        AUTHOR = "Jia, S.H. and Zhao, Q.H. and Li, Y.",
        TITLE = "Hyperspectral Remote Sensing Image Classification Based on
Partitioned Random Projection Algorithm",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141092"}

@inproceedings{bb145157,
        AUTHOR = "Jia, S.H. and Zhao, Q.H. and Wang, L. and Li, Y.",
        TITLE = "Random Projection Based Bias-corrected Fuzzy C-means Algorithm For
Hyperspectral Remote Sensing Image Segmentation",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:435-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141093"}

@article{bb145158,
        AUTHOR = "Xu, Y. and Wu, Z. and Chanussot, J. and Wei, Z.",
        TITLE = "Hyperspectral Computational Imaging via Collaborative Tucker3 Tensor
Decomposition",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "98-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141094"}

@article{bb145159,
        AUTHOR = "Pan, L. and He, C.X. and Xiang, Y. and Sun, L.",
        TITLE = "Multiscale Adjacent Superpixel-Based Extended Multi-Attribute
Profiles Embedded Multiple Kernel Learning Method for Hyperspectral
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141095"}

@article{bb145160,
        AUTHOR = "Ghasrodashti, E.K. and Sharma, N.",
        TITLE = "Hyperspectral image classification using an extended Auto-Encoder
method",
        JOURNAL = SP:IC,
        VOLUME = "92",
        YEAR = "2021",
        PAGES = "116111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141096"}

@article{bb145161,
        AUTHOR = "He, Z.P. and Xia, K. and Li, T.J. and Zu, B.K. and Yin, Z.X. and Zhang, J.N.",
        TITLE = "A Constrained Graph-Based Semi-Supervised Algorithm Combined with
Particle Cooperation and Competition for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141097"}

@article{bb145162,
        AUTHOR = "Guo, H.F. and Liu, W.Y.",
        TITLE = "S3L: Spectrum Transformer for Self-Supervised Learning in
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "6",
        PAGES = "970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141098"}

@article{bb145163,
        AUTHOR = "Liu, G.C. and Gao, L. and Qi, L.",
        TITLE = "Hyperspectral Image Classification via Multi-Feature-Based
Correlation Adaptive Representation",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141099"}

@inproceedings{bb145164,
        AUTHOR = "Gao, L. and Guo, Z. and Guan, L.",
        TITLE = "A Distinct Discriminant Canonical Correlation Analysis Network based
Deep Information Quality Representation for Image Classification*",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7595-7600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141100"}

@article{bb145165,
        AUTHOR = "Anand, R. and Veni, S. and Aravinth, J.",
        TITLE = "Robust Classification Technique for Hyperspectral Images Based on
3D-Discrete Wavelet Transform",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141101"}

@article{bb145166,
        AUTHOR = "Pan, E. and Ma, Y. and Fan, F. and Mei, X.G. and Huang, J.",
        TITLE = "Hyperspectral Image Classification across Different Datasets:
A Generalization to Unseen Categories",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141102"}

@article{bb145167,
        AUTHOR = "Huang, B.X. and Ge, L.Y. and Chen, G. and Radenkovic, M. and Wang, X.P. and Duan, J.M. and Pan, Z.K.",
        TITLE = "Nonlocal graph theory based transductive learning for hyperspectral
image classification",
        JOURNAL = PR,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "107967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141103"}

@article{bb145168,
        AUTHOR = "Danielsen, A.S. and Johansen, T.A. and Garrett, J.L.",
        TITLE = "Self-Organizing Maps for Clustering Hyperspectral Images On-Board a
CubeSat",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141104"}

@article{bb145169,
        AUTHOR = "Shi, C. and Fang, L. and Lv, Z.Y. and Zhao, M.H.",
        TITLE = "Explainable scale distillation for hyperspectral image classification",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141105"}

@article{bb145170,
        AUTHOR = "Alameddine, J. and Chehdi, K. and Cariou, C.",
        TITLE = "Hierarchical Unsupervised Partitioning of Large Size Data and Its
Application to Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141106"}

@article{bb145171,
        AUTHOR = "Zhang, Y.I. and Cao, G. and Wang, B.S. and Li, X.S. and Amoako, P.Y.O. and Shafique, A.",
        TITLE = "Dual Sparse Representation Graph-Based Copropagation for
Semisupervised Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141107"}

@article{bb145172,
        AUTHOR = "Shah, C. and Du, Q. and Xu, Y.",
        TITLE = "Enhanced TabNet: Attentive Interpretable Tabular Learning for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141108"}

@article{bb145173,
        AUTHOR = "Qing, Y.H. and Huang, Q.Z. and Feng, L.Y. and Qi, Y.Y. and Liu, W.Y.",
        TITLE = "Multiscale Feature Fusion Network Incorporating 3D Self-Attention for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141109"}

@article{bb145174,
        AUTHOR = "Zheng, H. and Cao, Y.Z. and Sun, M. and Guo, G.H. and Meng, J.Z. and Guo, X.W. and Jiang, Y.C.",
        TITLE = "Mixed Structure with 3D Multi-Shortcut-Link Networks for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141110"}

@article{bb145175,
        AUTHOR = "Chakraborty, S. and Das, S.",
        TITLE = "Detecting Meaningful Clusters From High-Dimensional Data:
A Strongly Consistent Sparse Center-Based Clustering Approach",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2894-2908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141111"}

@article{bb145176,
        AUTHOR = "Gong, N. and Zhang, C.L. and Zhou, H. and Zhang, K. and Wu, Z.Y. and Zhang, X.",
        TITLE = "Classification of hyperspectral images via improved cycle-MLP",
        JOURNAL = IET-CV,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "468-478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141112"}

@article{bb145177,
        AUTHOR = "Yao, W. and Lian, C. and Bruzzone, L.",
        TITLE = "A CNN Ensemble Based on a Spectral Feature Refining Module for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "19",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141113"}

@article{bb145178,
        AUTHOR = "Nguyen, T.S. and Luong, M. and Kaaniche, M. and Ngo, L.H. and Beghdadi, A.",
        TITLE = "A novel multi-branch wavelet neural network for sparse representation
based object classification",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141114"}

@inproceedings{bb145179,
        AUTHOR = "Ngo, L.H. and Luong, M. and Sirakov, N.M. and Le Tien, T. and Guerif, S. and Viennet, E.",
        TITLE = "Sparse Representation Wavelet Based Classification",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2974-2978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141115"}

@article{bb145180,
        AUTHOR = "Cao, C.H. and Duan, H.X. and Gao, X.",
        TITLE = "Hyperspectral image classification based on three-dimensional
adaptive sampling and improved iterative shrinkage-threshold
algorithm",
        JOURNAL = JVCIR,
        VOLUME = "90",
        YEAR = "2023",
        PAGES = "103693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141116"}

@article{bb145181,
        AUTHOR = "Guan, J. and Li, S. and He, X.X. and Zhu, J.H. and Chen, J.J. and Si, P.",
        TITLE = "SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering
Algorithm",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6307-6319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141117"}

@article{bb145182,
        AUTHOR = "Xu, Z. and Su, C. and Wang, S. and Zhang, X.C.",
        TITLE = "Local and Global Spectral Features for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "7",
        PAGES = "1803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141118"}

@article{bb145183,
        AUTHOR = "Huang, S.G. and Zhang, H.Y. and Zeng, H.J. and Pizurica, A.",
        TITLE = "From Model-Based Optimization Algorithms to Deep Learning Models for
Clustering Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "11",
        PAGES = "2832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141119"}

@article{bb145184,
        AUTHOR = "Li, X. and Nadisic, N. and Huang, S.G. and Deligiannis, N. and Pizurica, A.",
        TITLE = "Scalable Context-Preserving Model-Aware Deep Clustering for
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "24",
        PAGES = "4030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141120"}

@inproceedings{bb145185,
        AUTHOR = "Huang, S.G. and Zhang, H.Y. and Liao, W. and Pizurica, A.",
        TITLE = "Robust joint sparsity model for hyperspectral image classification",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3130-3134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141121"}

@article{bb145186,
        AUTHOR = "Chen, H.Y. and Wang, T.T. and Chen, T. and Deng, W.",
        TITLE = "Hyperspectral Image Classification Based on Fusing S3-PCA, 2D-SSA and
Random Patch Network",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "13",
        PAGES = "3402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141122"}

@article{bb145187,
        AUTHOR = "Xie, J.X. and Hua, J.J. and Chen, S.N. and Wu, P.W. and Gao, P. and Sun, D.Z. and Lyu, Z.D. and Lyu, S.L. and Xue, X.Y. and Lu, J.Q.",
        TITLE = "HyperSFormer: A Transformer-Based End-to-End Hyperspectral Image
Classification Method for Crop Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "14",
        PAGES = "3491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141123"}

@article{bb145188,
        AUTHOR = "Yang, Z. and Zheng, N.R. and Wang, F.",
        TITLE = "DSSFN: A Dual-Stream Self-Attention Fusion Network for Effective
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141124"}

@article{bb145189,
        AUTHOR = "Gong, J.F. and Li, F.M. and Wang, J. and Yang, Z.Y. and Ding, X.Z.",
        TITLE = "A Split-Frequency Filter Network for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141125"}

@article{bb145190,
        AUTHOR = "Li, S.Y. and Wang, S.W. and Li, Q.",
        TITLE = "Joint Posterior Probability Active Learning for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "16",
        PAGES = "3936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141126"}

@article{bb145191,
        AUTHOR = "Liu, B. and Sun, Y.F. and Yu, A.Z. and Xue, Z.X. and Zuo, X.B.",
        TITLE = "Hyperspectral Meets Optical Flow:
Spectral Flow Extraction for Hyperspectral Image Classification",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5181-5196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141127"}

@article{bb145192,
        AUTHOR = "Zhang, P. and Yu, H.Y. and Li, P. and Wang, R.",
        TITLE = "TransHSI: A Hybrid CNN-Transformer Method for Disjoint Sample-Based
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "22",
        PAGES = "5331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141128"}

@article{bb145193,
        AUTHOR = "Cui, B. and Wen, J.X. and Song, X. and He, J.L.",
        TITLE = "MADANet: A Lightweight Hyperspectral Image Classification Network
with Multiscale Feature Aggregation and a Dual Attention Mechanism",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "21",
        PAGES = "5222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141129"}

@article{bb145194,
        AUTHOR = "Ding, C. and Li, X. and Chen, J.Y. and Xu, Y.Y. and Zheng, M.M. and Zhang, L.",
        TITLE = "Hyperspectral Image Classification Promotion Using Dynamic
Convolution Based on Structural Re-Parameterization",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "23",
        PAGES = "5561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141130"}

@article{bb145195,
        AUTHOR = "Yang, X.F. and Cao, W.J. and Lu, Y. and Zhou, Y.C.",
        TITLE = "QTN: Quaternion Transformer Network for Hyperspectral Image
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7370-7384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141131"}

@article{bb145196,
        AUTHOR = "Fang, S.Y. and Li, X.Y. and Tian, S. and Chen, W.H. and Zhang, E.",
        TITLE = "Multi-Level Feature Extraction Networks for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141132"}

@article{bb145197,
        AUTHOR = "Liu, Y. and Wang, X.X. and Jiang, B. and Chen, L. and Luo, B.",
        TITLE = "SemanticFormer:
Hyperspectral image classification via semantic transformer",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141133"}

@article{bb145198,
        AUTHOR = "Zhan, Y. and Hu, D. and Yu, X. and Wang, Y.F.",
        TITLE = "Hyperspectral Image Classification Based on Mutually Guided Image
Filtering",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "5",
        PAGES = "870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141134"}

@article{bb145199,
        AUTHOR = "Liao, Q.M. and Zhao, L. and Luo, W.Q. and Li, X.P. and Zhang, G.",
        TITLE = "Joint negative-positive-learning based sample reweighting for
hyperspectral image classification with label noise",
        JOURNAL = PRL,
        VOLUME = "183",
        YEAR = "2024",
        PAGES = "98-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141135"}

Last update:Feb 26, 2026 at 10:58:24