@inproceedings{bb144300,
AUTHOR = "Bannon, D.",
TITLE = "Hyperspectral, multispectral technologies find commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140238"}
@article{bb144301,
AUTHOR = "Peng, B. and Li, W. and Xie, X.M. and Du, Q. and Liu, K.",
TITLE = "Weighted-Fusion-Based Representation Classifiers for Hyperspectral
Imagery",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "11",
PAGES = "14806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140239"}
@article{bb144302,
AUTHOR = "Sidike, P. and Asari, V.K. and Alam, M.S.",
TITLE = "Multiclass Object Detection With Single Query in Hyperspectral
Imagery Using Class-Associative Spectral Fringe-Adjusted Joint
Transform Correlation",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "1196-1208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140240"}
@article{bb144303,
AUTHOR = "Toksoz, M.A. and Ulusoy, I.",
TITLE = "Hyperspectral Image Classification via Basic Thresholding Classifier",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4039-4051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140241"}
@article{bb144304,
AUTHOR = "Toksoz, M.A. and Ulusoy, I.",
TITLE = "Hyperspectral Image Classification via Kernel Basic Thresholding
Classifier",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "715-728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140242"}
@article{bb144305,
AUTHOR = "Zhao, C.Y. and Gao, X.B. and Wang, Y. and Li, J.",
TITLE = "Efficient Multiple-Feature Learning-Based Hyperspectral Image
Classification with Limited Training Samples",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4052-4062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140243"}
@article{bb144306,
AUTHOR = "Xu, X. and Li, J. and Li, S.T.",
TITLE = "Multiview Intensity-Based Active Learning for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "669-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140244"}
@article{bb144307,
AUTHOR = "Zehtabian, A. and Ghassemian, H.",
TITLE = "Automatic Object-Based Hyperspectral Image Classification Using
Complex Diffusions and a New Distance Metric",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4106-4114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140245"}
@article{bb144308,
AUTHOR = "Zhong, Z. and Fan, B. and Ding, K. and Li, H. and Xiang, S. and Pan, C.",
TITLE = "Efficient Multiple Feature Fusion With Hashing for Hyperspectral
Imagery Classification: A Comparative Study",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4461-4478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140246"}
@article{bb144309,
AUTHOR = "Wu, H. and Prasad, S.",
TITLE = "Dirichlet Process Based Active Learning and Discovery of Unknown
Classes for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4882-4895",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140247"}
@article{bb144310,
AUTHOR = "Lu, X.C. and Zhang, J.P. and Li, T. and Zhang, Y.",
TITLE = "A Novel Synergetic Classification Approach for Hyperspectral and
Panchromatic Images Based on Self-Learning",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4917-4928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140248"}
@article{bb144311,
AUTHOR = "Lu, X.C. and Zhang, J.P. and Li, T. and Zhang, Y.",
TITLE = "Incorporating Diversity into Self-Learning for Synergetic
Classification of Hyperspectral and Panchromatic Images",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "10",
PAGES = "804",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140249"}
@article{bb144312,
AUTHOR = "Lu, X.C. and Zhang, J.P. and Li, T. and Zhang, Y.",
TITLE = "Hyperspectral Image Classification Based on Semi-Supervised Rotation
Forest",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140250"}
@article{bb144313,
AUTHOR = "Chang, C.I.",
TITLE = "Spectral Inter-Band Discrimination Capacity of Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1749-1766",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140251"}
@article{bb144314,
AUTHOR = "Peralta, B. and Caro, A. and Soto, A.",
TITLE = "A proposal for supervised clustering with Dirichlet Process using
labels",
JOURNAL = PRL,
VOLUME = "80",
YEAR = "2016",
NUMBER = "1",
PAGES = "52-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140252"}
@article{bb144315,
AUTHOR = "Ma, X.R. and Wang, H.Y. and Wang, J.",
TITLE = "Semisupervised classification for hyperspectral image based on
multi-decision labeling and deep feature learning",
JOURNAL = PandRS,
VOLUME = "120",
YEAR = "2016",
NUMBER = "1",
PAGES = "99-107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140253"}
@article{bb144316,
AUTHOR = "Arablouei, R. and de Hoog, F.",
TITLE = "Hyperspectral Image Recovery via Hybrid Regularization",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "5649-5663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140254"}
@article{bb144317,
AUTHOR = "Xia, J.S. and Yokoya, N. and Iwasaki, A.",
TITLE = "Hyperspectral Image Classification With Canonical Correlation Forests",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "421-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140255"}
@article{bb144318,
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#TT140256"}
@article{bb144319,
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#TT140257"}
@article{bb144320,
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#TT140258"}
@article{bb144321,
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#TT140259"}
@article{bb144322,
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#TT140260"}
@article{bb144323,
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#TT140261"}
@article{bb144324,
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#TT140262"}
@article{bb144325,
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#TT140262"}
@article{bb144326,
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#TT140263"}
@article{bb144327,
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#TT140264"}
@article{bb144328,
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#TT140265"}
@article{bb144329,
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#TT140266"}
@article{bb144330,
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#TT140267"}
@article{bb144331,
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#TT140268"}
@inproceedings{bb144332,
TITLE = "Hyperspectral imaging: defense technology transfers
into commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140269"}
@article{bb144333,
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#TT140270"}
@article{bb144334,
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#TT140271"}
@article{bb144335,
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#TT140272"}
@article{bb144336,
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#TT140273"}
@article{bb144337,
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#TT140274"}
@article{bb144338,
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#TT140275"}
@article{bb144339,
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#TT140276"}
@article{bb144340,
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#TT140277"}
@inproceedings{bb144341,
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#TT140278"}
@inproceedings{bb144342,
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#TT140279"}
@article{bb144343,
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#TT140280"}
@article{bb144344,
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#TT140281"}
@article{bb144345,
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#TT140282"}
@article{bb144346,
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#TT140283"}
@article{bb144347,
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#TT140284"}
@article{bb144348,
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#TT140285"}
@article{bb144349,
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#TT140286"}
@article{bb144350,
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#TT140287"}
@inproceedings{bb144351,
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#TT140288"}
@article{bb144352,
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#TT140289"}
@article{bb144353,
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#TT140290"}
@article{bb144354,
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#TT140291"}
@article{bb144355,
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#TT140292"}
@article{bb144356,
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#TT140293"}
@article{bb144357,
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#TT140294"}
@article{bb144358,
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#TT140295"}
@article{bb144359,
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#TT140296"}
@article{bb144360,
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#TT140297"}
@article{bb144361,
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#TT140298"}
@article{bb144362,
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#TT140299"}
@article{bb144363,
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#TT140300"}
@article{bb144364,
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#TT140301"}
@article{bb144365,
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#TT140302"}
@article{bb144366,
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#TT140303"}
@article{bb144367,
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#TT140304"}
@article{bb144368,
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#TT140305"}
@article{bb144369,
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#TT140306"}
@article{bb144370,
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#TT140307"}
@article{bb144371,
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#TT140308"}
@article{bb144372,
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#TT140309"}
@article{bb144373,
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#TT140310"}
@article{bb144374,
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#TT140311"}
@inproceedings{bb144375,
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#TT140312"}
@article{bb144376,
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#TT140313"}
@article{bb144377,
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#TT140314"}
@article{bb144378,
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#TT140315"}
@article{bb144379,
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#TT140316"}
@article{bb144380,
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#TT140317"}
@article{bb144381,
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#TT140318"}
@inproceedings{bb144382,
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#TT140319"}
@article{bb144383,
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#TT140320"}
@article{bb144384,
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#TT140321"}
@article{bb144385,
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#TT140322"}
@article{bb144386,
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#TT140323"}
@article{bb144387,
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#TT140324"}
@article{bb144388,
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#TT140325"}
@article{bb144389,
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#TT140326"}
@article{bb144390,
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#TT140327"}
@article{bb144391,
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#TT140328"}
@article{bb144392,
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#TT140329"}
@article{bb144393,
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#TT140330"}
@article{bb144394,
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#TT140331"}
@article{bb144395,
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#TT140332"}
@article{bb144396,
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#TT140333"}
@inproceedings{bb144397,
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#TT140334"}
@article{bb144398,
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#TT140335"}
@article{bb144399,
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#TT140336"}
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