@article{bb139000,
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#TT134987"}
@article{bb139001,
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#TT134988"}
@article{bb139002,
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#TT134989"}
@article{bb139003,
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#TT134990"}
@article{bb139004,
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#TT134991"}
@article{bb139005,
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#TT134992"}
@article{bb139006,
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#TT134993"}
@inproceedings{bb139007,
TITLE = "Hyperspectral imaging: defense technology transfers
into commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT134994"}
@article{bb139008,
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#TT134995"}
@article{bb139009,
AUTHOR = "Zhang, X. and Gao, Z. and Jiao, L. and Zhou, H.",
TITLE = "Multifeature Hyperspectral Image Classification With Local and
Nonlocal Spatial Information via Markov Random Field in Semantic
Space",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1409-1424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT134996"}
@article{bb139010,
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#TT134997"}
@article{bb139011,
AUTHOR = "Dong, W.Q. and Wu, X.Y. and Qu, J. and Gamba, P. and Xiao, S. and Vizziello, A. and Li, Y.S.",
TITLE = "Deep Spatial: Spectral Joint-Sparse Prior Encoding Network for
Hyperspectral Target Detection",
JOURNAL = Cyber,
VOLUME = "54",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7780-7792",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT134998"}
@article{bb139012,
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#TT134999"}
@article{bb139013,
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#TT135000"}
@article{bb139014,
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#TT135001"}
@article{bb139015,
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#TT135002"}
@article{bb139016,
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#TT135003"}
@article{bb139017,
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#TT135004"}
@inproceedings{bb139018,
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#TT135005"}
@inproceedings{bb139019,
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#TT135006"}
@article{bb139020,
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#TT135007"}
@article{bb139021,
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#TT135008"}
@article{bb139022,
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#TT135009"}
@article{bb139023,
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#TT135010"}
@article{bb139024,
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#TT135011"}
@article{bb139025,
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#TT135012"}
@article{bb139026,
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#TT135013"}
@article{bb139027,
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#TT135014"}
@inproceedings{bb139028,
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#TT135015"}
@article{bb139029,
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#TT135016"}
@article{bb139030,
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#TT135017"}
@article{bb139031,
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#TT135018"}
@article{bb139032,
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#TT135019"}
@article{bb139033,
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#TT135020"}
@article{bb139034,
AUTHOR = "Bazine, R. and Wu, H.Y. and Boukhechba, K.",
TITLE = "Spatial Filtering in DCT Domain-Based Frameworks for Hyperspectral
Imagery Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135021"}
@article{bb139035,
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#TT135022"}
@article{bb139036,
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#TT135023"}
@article{bb139037,
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#TT135024"}
@article{bb139038,
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#TT135025"}
@article{bb139039,
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#TT135026"}
@article{bb139040,
AUTHOR = "Bazine, R. and Wu, H.Y. and Boukhechba, K.",
TITLE = "Spectral DWT Multilevel Decomposition with Spatial Filtering
Enhancement Preprocessing-Based Approaches for Hyperspectral Imagery
Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135027"}
@article{bb139041,
AUTHOR = "Xu, Q. and Xiao, Y. and Wang, D.Y. and Luo, B.",
TITLE = "CSA-MSO3DCNN: Multiscale Octave 3D CNN with Channel and Spatial
Attention for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135028"}
@article{bb139042,
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 = "2019",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135029"}
@article{bb139043,
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 = "2019",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135030"}
@article{bb139044,
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#TT135031"}
@article{bb139045,
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#TT135032"}
@article{bb139046,
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#TT135033"}
@article{bb139047,
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#TT135034"}
@article{bb139048,
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#TT135035"}
@article{bb139049,
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#TT135036"}
@article{bb139050,
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#TT135037"}
@article{bb139051,
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#TT135038"}
@article{bb139052,
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#TT135039"}
@article{bb139053,
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#TT135040"}
@article{bb139054,
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#TT135041"}
@inproceedings{bb139055,
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#TT135042"}
@article{bb139056,
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#TT135043"}
@article{bb139057,
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#TT135044"}
@article{bb139058,
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#TT135045"}
@article{bb139059,
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#TT135046"}
@article{bb139060,
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#TT135047"}
@article{bb139061,
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#TT135048"}
@inproceedings{bb139062,
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#TT135049"}
@article{bb139063,
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#TT135050"}
@article{bb139064,
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#TT135051"}
@article{bb139065,
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#TT135052"}
@article{bb139066,
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#TT135053"}
@article{bb139067,
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#TT135054"}
@article{bb139068,
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#TT135055"}
@article{bb139069,
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#TT135056"}
@article{bb139070,
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#TT135057"}
@article{bb139071,
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#TT135058"}
@article{bb139072,
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#TT135059"}
@article{bb139073,
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#TT135060"}
@article{bb139074,
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#TT135061"}
@article{bb139075,
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#TT135062"}
@article{bb139076,
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#TT135063"}
@inproceedings{bb139077,
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#TT135064"}
@article{bb139078,
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#TT135065"}
@article{bb139079,
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#TT135066"}
@article{bb139080,
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#TT135067"}
@article{bb139081,
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#TT135068"}
@inproceedings{bb139082,
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#TT135069"}
@article{bb139083,
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#TT135070"}
@article{bb139084,
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#TT135071"}
@article{bb139085,
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#TT135072"}
@article{bb139086,
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#TT135073"}
@article{bb139087,
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#TT135074"}
@article{bb139088,
AUTHOR = "Liu, B. and Sun, Y.F. and Yu, A. 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#TT135075"}
@article{bb139089,
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#TT135076"}
@article{bb139090,
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#TT135077"}
@article{bb139091,
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#TT135078"}
@article{bb139092,
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#TT135079"}
@article{bb139093,
AUTHOR = "Fang, S. 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#TT135080"}
@article{bb139094,
AUTHOR = "Zhang, Z.Q. and Gao, D. and Liu, D.H. and Shi, G.M.",
TITLE = "Spectral-Spatial Domain Attention Network for Hyperspectral Image
Few-Shot Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
PAGES = "592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135081"}
@article{bb139095,
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#TT135082"}
@article{bb139096,
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#TT135083"}
@article{bb139097,
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#TT135084"}
@article{bb139098,
AUTHOR = "Yang, C.L. and Kong, Y. and Wang, X.S. and Cheng, Y.",
TITLE = "Hyperspectral Image Classification Based on Adaptive Global-Local
Feature Fusion",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135085"}
@article{bb139099,
AUTHOR = "Feng, Z.X. and Tong, S.L. and Yang, S.Y. and Zhang, X.Y. and Jiao, L.C.",
TITLE = "Pseudo-Label-Assisted Subdomain Adaptation for Hyperspectral Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4729-4744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT135086"}
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