@inproceedings{bb145600,
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#TT141536"}
@article{bb145601,
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#TT141537"}
@article{bb145602,
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#TT141538"}
@article{bb145603,
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#TT141539"}
@article{bb145604,
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#TT141540"}
@article{bb145605,
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#TT141541"}
@article{bb145606,
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#TT141542"}
@article{bb145607,
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#TT141543"}
@article{bb145608,
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#TT141544"}
@article{bb145609,
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#TT141545"}
@article{bb145610,
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#TT141546"}
@article{bb145611,
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#TT141547"}
@article{bb145612,
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#TT141548"}
@article{bb145613,
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#TT141549"}
@article{bb145614,
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#TT141550"}
@article{bb145615,
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#TT141551"}
@article{bb145616,
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#TT141552"}
@article{bb145617,
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#TT141553"}
@article{bb145618,
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#TT141554"}
@article{bb145619,
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#TT141555"}
@article{bb145620,
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#TT141556"}
@article{bb145621,
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#TT141557"}
@article{bb145622,
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#TT141558"}
@article{bb145623,
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#TT141559"}
@inproceedings{bb145624,
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#TT141560"}
@article{bb145625,
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#TT141561"}
@article{bb145626,
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#TT141562"}
@article{bb145627,
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#TT141563"}
@article{bb145628,
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#TT141564"}
@article{bb145629,
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#TT141565"}
@article{bb145630,
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#TT141566"}
@inproceedings{bb145631,
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#TT141567"}
@article{bb145632,
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#TT141568"}
@article{bb145633,
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#TT141569"}
@article{bb145634,
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#TT141570"}
@article{bb145635,
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#TT141571"}
@article{bb145636,
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#TT141572"}
@article{bb145637,
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#TT141573"}
@article{bb145638,
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#TT141574"}
@article{bb145639,
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#TT141575"}
@article{bb145640,
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#TT141576"}
@article{bb145641,
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#TT141577"}
@article{bb145642,
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#TT141578"}
@article{bb145643,
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#TT141579"}
@article{bb145644,
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#TT141580"}
@article{bb145645,
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#TT141581"}
@inproceedings{bb145646,
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#TT141582"}
@article{bb145647,
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#TT141583"}
@article{bb145648,
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#TT141584"}
@article{bb145649,
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#TT141585"}
@article{bb145650,
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#TT141586"}
@article{bb145651,
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#TT141587"}
@inproceedings{bb145652,
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#TT141588"}
@article{bb145653,
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#TT141589"}
@article{bb145654,
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#TT141590"}
@article{bb145655,
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#TT141591"}
@article{bb145656,
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#TT141592"}
@article{bb145657,
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#TT141593"}
@article{bb145658,
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#TT141594"}
@article{bb145659,
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#TT141595"}
@article{bb145660,
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#TT141596"}
@article{bb145661,
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#TT141597"}
@article{bb145662,
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#TT141598"}
@article{bb145663,
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#TT141599"}
@article{bb145664,
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#TT141600"}
@article{bb145665,
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#TT141601"}
@article{bb145666,
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#TT141602"}
@article{bb145667,
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#TT141603"}
@article{bb145668,
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#TT141604"}
@article{bb145669,
AUTHOR = "Chen, Z.J. and Chen, Y. and Wang, Y. and Wang, X.Y. and Wang, X.S. and Xiang, Z.R.",
TITLE = "DCFF-Net: Deep Context Feature Fusion Network for High-Precision
Classification of Hyperspectral Image",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "16",
PAGES = "3002",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141605"}
@article{bb145670,
AUTHOR = "Guo, W.Q. and Xu, X. and Xu, X.Q. and Gao, S.C. and Wu, Z.",
TITLE = "Clustering Hyperspectral Imagery via Sparse Representation Features
of the Generalized Orthogonal Matching Pursuit",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3230",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141606"}
@article{bb145671,
AUTHOR = "Yang, X.F. and Luo, Y.X. and Zhang, Z. and Tang, D. and Zhou, Z. and Tang, H.J.",
TITLE = "AMHFN: Aggregation Multi-Hierarchical Feature Network for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "18",
PAGES = "3412",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141607"}
@article{bb145672,
AUTHOR = "Li, J.J. and Zhang, Z.Y. and Liu, Y.Z. and Song, R. and Li, Y.S. and Du, Q.",
TITLE = "SWFormer: Stochastic Windows Convolutional Transformer for Hybrid
Modality Hyperspectral Classification",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5482-5495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141608"}
@article{bb145673,
AUTHOR = "Zhang, F.G. and Yan, H. and Zhao, J.W. and Hu, H.J.",
TITLE = "Euler Kernel Mapping for Hyperspectral Image Clustering via
Self-Paced Learning",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "4097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141609"}
@article{bb145674,
AUTHOR = "Wang, H.Q. and Yu, G.Q. and Cheng, J.Y. and Zhang, Z.X. and Wang, X. and Xu, Y.L.",
TITLE = "Fast Hyperspectral Image Classification with Strong Noise Robustness
Based on Minimum Noise Fraction",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "20",
PAGES = "3782",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141610"}
@article{bb145675,
AUTHOR = "Jamali, A. and Roy, S.K. and Hong, D.F. and Lu, B. and Ghamisi, P.",
TITLE = "How to Learn More? Exploring Kolmogorov-Arnold Networks for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "4015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141611"}
@article{bb145676,
AUTHOR = "Huang, H. and Tao, S.",
TITLE = "Hyperspectral image classification with token fusion on GPU",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141612"}
@article{bb145677,
AUTHOR = "Qi, J. and Jia, Y.H. and Liu, H. and Hou, J.H.",
TITLE = "Superpixel Graph Contrastive Clustering With Semantic-Invariant
Augmentations for Hyperspectral Images",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "11360-11372",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141613"}
@article{bb145678,
AUTHOR = "Luo, B.X. and Li, M.H. and Wei, Y.X. and Zuo, H.R. and Zhang, J.L. and Liu, D.X.",
TITLE = "HSD2Former: Hybrid-Scale Dual-Domain Transformer with Crisscrossed
Interaction for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "23",
PAGES = "4411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141614"}
@article{bb145679,
AUTHOR = "Geng, X. and Li, L.L. and Jiao, L.C. and Liu, X. and Liu, F. and Yang, S.Y.",
TITLE = "Knowledge-Aware Geometric Contourlet Semantic Learning for
Hyperspectral Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "698-712",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141615"}
@article{bb145680,
AUTHOR = "Arya, R.K. and Jain, S. and Chattopadhyay, P. and Srivastava, R.",
TITLE = "HSIRMamba: An effective feature learning for hyperspectral image
classification using residual Mamba",
JOURNAL = IVC,
VOLUME = "154",
YEAR = "2025",
PAGES = "105387",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141616"}
@article{bb145681,
AUTHOR = "Li, J.Y. and Wang, H. and Zhang, X.C. and Wang, J. and Zhang, T.X. and Zhuang, P.X.",
TITLE = "DVR: Towards Accurate Hyperspectral Image Classifier via Discrete
Vector Representation",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "3",
PAGES = "351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141617"}
@article{bb145682,
AUTHOR = "Liu, J. and Wu, M. and Li, K.X. and Liu, Y.",
TITLE = "A Lightweight Network Based on Dynamic Split Pointwise Convolution
Strategy for Hyperspectral Remote Sensing Images Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "5",
PAGES = "888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141618"}
@article{bb145683,
AUTHOR = "Jiang, G.Z. and Zhang, Y.S. and Wang, X.X. and Jiang, X.W. and Zhang, L.",
TITLE = "Structured Anchor Learning for Large-Scale Hyperspectral Image
Projected Clustering",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2328-2340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141619"}
@article{bb145684,
AUTHOR = "Jin, M.X. and Wang, C. and Yuan, Y.",
TITLE = "Dual Heterogeneous Network for Hyperspectral Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2905-2917",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141620"}
@article{bb145685,
AUTHOR = "Jin, M.X. and Wang, C. and Yuan, Y.",
TITLE = "Hybrid texture-structural learning for hyperspectral image
classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112526",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141621"}
@article{bb145686,
AUTHOR = "Ma, D.D. and Xu, S.J. and Jiang, Z.Y. and Yuan, Y.",
TITLE = "Central Pixel-Based Dual-Branch Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "7",
PAGES = "1255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141622"}
@inproceedings{bb145687,
AUTHOR = "Hampel Arias, Z. and Carr, A. and Klein, N. and Flynn, E.",
TITLE = "2D Spectral Representations and Autoencoders for Hyperspectral
Imagery Classification and ExplanabilitY",
BOOKTITLE = Southwest24,
YEAR = "2024",
PAGES = "45-48",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141623"}
@article{bb145688,
AUTHOR = "Wang, N. and Cui, Z. and Lan, Y.W. and Zhang, C. and Xue, Y.L. and Su, Y.Z. and Li, A.",
TITLE = "Large-Scale Hyperspectral Image-Projected Clustering via Doubly
Stochastic Graph Learning",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "9",
PAGES = "1526",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141624"}
@article{bb145689,
AUTHOR = "Chen, C. and Wang, N. and Wang, S.M. and Cao, J.P. and Wang, T. and Cui, Z. and Su, Y.Z.",
TITLE = "Spectral-Spatial Superpixel Bi-Stochastic Graph Learning for
Large-Scale and High-Dimensional Hyperspectral Image Clustering",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "23",
PAGES = "3799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141625"}
@article{bb145690,
AUTHOR = "Jiang, Z.Y. and Li, J.N. and Xu, S.J. and Liu, Z.Z. and Ma, D.D. and Wang, Q. and Yuan, Y.",
TITLE = "Cross-domain hyperspectral image classification",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141626"}
@article{bb145691,
AUTHOR = "Duan, Y. and Chen, C. and Fu, M. and Gong, X.W. and Niu, Y.Y. and Luo, F.",
TITLE = "GITANet: Group Interactive Threshold-Based Attention Network for
Hyperspectral Image Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3571-3584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141627"}
@article{bb145692,
AUTHOR = "Sun, M.Y. and Wang, L. and Jiang, S.C. and Cheng, S. and Tang, L.",
TITLE = "HyperSMamba: A Lightweight Mamba for Efficient Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "2008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141628"}
@article{bb145693,
AUTHOR = "Liang, T. and Li, H.X.",
TITLE = "Spatiotemporal Observer Design for Predictive Learning of
High-Dimensional Data",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6215-6227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141629"}
@article{bb145694,
AUTHOR = "Yang, X.F. and Yang, J.F. and Li, L. and Xue, S.H. and Shi, H.T. and Tang, H.J. and Huang, X.H.",
TITLE = "HG-Mamba: A Hybrid Geometry-Aware Bidirectional Mamba Network for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141630"}
@article{bb145695,
AUTHOR = "Shi, H.T. and Luo, Z.H. and Ma, Y.Y. and Zhu, G.Q. and Dai, X.",
TITLE = "SSGTN: Spectral-Spatial Graph Transformer Network for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141631"}
@article{bb145696,
AUTHOR = "Yang, X.F. and Li, L. and Xue, S. and Li, S.H. and Yang, W.J. and Tang, H.J. and Huang, X.H.",
TITLE = "MRFP-Mamba: Multi-Receptive Field Parallel Mamba for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141632"}
@article{bb145697,
AUTHOR = "Liao, J.S. and Wang, L.G.",
TITLE = "HyperspectralMamba: A Novel State Space Model Architecture for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141633"}
@article{bb145698,
AUTHOR = "Ding, C. and Yue, J.H. and Zheng, S. and Dong, Y.Z. and Hua, W.Q. and Chen, X.L. and Xie, Y. and Yan, S. and Wei, W. and Zhang, L.",
TITLE = "Class-Discrepancy Dynamic Weighting for Cross-Domain Few-Shot
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141634"}
@article{bb145699,
AUTHOR = "Zeng, B. and Chao, S. and Liu, J. and Guo, Y.M. and Wei, Y.M. and Yi, H.M. and Xie, B. and Hu, Y.W. and Li, L.",
TITLE = "BioLiteNet: A Biomimetic Lightweight Hyperspectral Image
Classification Model",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "16",
PAGES = "2833",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141635"}
Last update:Mar 28, 2026 at 17:09:41