@inproceedings{bb144500,
AUTHOR = "Bachega, L.R. and Bouman, C.A.",
TITLE = "Classification of high-dimensional data using the Sparse Matrix
Transform",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "265-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140437"}
@inproceedings{bb144501,
AUTHOR = "Martin Herrero, J. and Ferreiro Arman, M.",
TITLE = "Tensor-Driven Hyperspectral Denoising:
A Strong Link for Classification Chains?",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2820-2823",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140438"}
@inproceedings{bb144502,
AUTHOR = "Hasani, H.",
TITLE = "Sensitivity analysis of support vector machine in classification of
hyperspectral imagery",
BOOKTITLE = CGC10,
YEAR = "2010",
PAGES = "187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140439"}
@inproceedings{bb144503,
AUTHOR = "Nackaerts, K. and Delaure, B. and Everaerts, J. and Michiels, B. and Holmund, C. and Makynen, J. and Saari, H.",
TITLE = "Evaluation Of A Lightweigth Uas-prototype For Hyperspectral Imaging.",
BOOKTITLE = CloseRange10,
YEAR = "2010",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140440"}
@inproceedings{bb144504,
AUTHOR = "Nielsen, A.A.",
TITLE = "Kernel methods in orthogonalization of multi-and hypervariate data",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "3729-3732",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140441"}
@inproceedings{bb144505,
AUTHOR = "Li, J.M. and Hu, Z.F. and Qian, Y.T.",
TITLE = "Hyperspectral data classification using Margin Infused Relaxed
Algorithm",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "1689-1692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140442"}
@inproceedings{bb144506,
AUTHOR = "Li, J.M. and Qian, Y.T. and Jia, S.",
TITLE = "Regularized logistic regression method for change detection in
multispectral data via Pathwise Coordinate optimization",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "2309-2312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140443"}
@inproceedings{bb144507,
AUTHOR = "Li, J.M. and Qian, Y.T.",
TITLE = "Regularized Multinomial Regression Method for Hyperspectral Data
Classification via Pathwise Coordinate Optimization",
BOOKTITLE = DICTA09,
YEAR = "2009",
PAGES = "540-545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140444"}
@inproceedings{bb144508,
AUTHOR = "Mayer, R. and Edwards, J. and Antoniades, J.",
TITLE = "Segmentation approach and comparison to hyperspectral object detection
algorithms",
BOOKTITLE = AIPR05,
YEAR = "2005",
PAGES = "36-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140445"}
@inproceedings{bb144509,
AUTHOR = "Gupta, N.",
TITLE = "Development of spectropolarimetric imagers for imaging of desert
soils",
BOOKTITLE = AIPR14,
YEAR = "2014",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140446"}
@inproceedings{bb144510,
AUTHOR = "Gupta, N.",
TITLE = "Development of staring hyperspectral imagers",
BOOKTITLE = AIPR11,
YEAR = "2011",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140447"}
@inproceedings{bb144511,
AUTHOR = "Gupta, N.",
TITLE = "Fused spectropolarimetric visible near-IR imaging",
BOOKTITLE = AIPR03,
YEAR = "2003",
PAGES = "21-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140448"}
@inproceedings{bb144512,
AUTHOR = "Hinnrichs, M. and Gupta, N. and Goldberg, A.",
TITLE = "Dual band (MWIR/LWIR) hyperspectral imager",
BOOKTITLE = AIPR03,
YEAR = "2003",
PAGES = "73-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140449"}
@inproceedings{bb144513,
AUTHOR = "Gupta, N. and Smith, D.",
TITLE = "A field-portable simultaneous dual-band infrared hyperspectral imager",
BOOKTITLE = AIPR05,
YEAR = "2005",
PAGES = "87-92",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140450"}
@inproceedings{bb144514,
AUTHOR = "Ramanath, R. and Snyder, W.E. and Qi, H.R.",
TITLE = "Eigenviews for object recognition in multispectral imaging systems",
BOOKTITLE = AIPR03,
YEAR = "2003",
PAGES = "33-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140451"}
@inproceedings{bb144515,
AUTHOR = "Schott, J.R. and Lee, K. and Raqueno, R. and Hoffmann, G.",
TITLE = "Use of physics based models in hyperspectral image exploitation",
BOOKTITLE = AIPR02,
YEAR = "2002",
PAGES = "36-42",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140452"}
@inproceedings{bb144516,
AUTHOR = "Dombrowski, M. and Bajaj, J. and Willson, P.",
TITLE = "Video-rate visible to LWIR hyperspectral imaging and image exploitation",
BOOKTITLE = AIPR02,
YEAR = "2002",
PAGES = "178-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140453"}
@inproceedings{bb144517,
AUTHOR = "Streeter, L. and Burling Claridge, G.R. and Cree, M.J. and Kunnemeyer, R.",
TITLE = "Comparison of Hadamard imaging and compressed sensing for low
resolution hyperspectral imaging",
BOOKTITLE = IVCNZ08,
YEAR = "2008",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140454"}
@inproceedings{bb144518,
AUTHOR = "Sato, M. and Kudo, M. and Toyama, J.",
TITLE = "Behavior Analysis of Volume Prototypes in High Dimensionality",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "874-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140455"}
@inproceedings{bb144519,
AUTHOR = "Yang, H. and Wang, Q. and He, Z.",
TITLE = "Indexing Sub-Vector Distance for High-Dimensional Feature Matching",
BOOKTITLE = BMVC08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140456"}
@inproceedings{bb144520,
AUTHOR = "Gupta, M.R. and Jacobson, N.P.",
TITLE = "Wavelet Principal Component Analysis and its Application to
Hyperspectral Images",
BOOKTITLE = ICIP06,
YEAR = "2006",
PAGES = "1585-1588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140457"}
@inproceedings{bb144521,
AUTHOR = "Ferreiro Arman, M. and da Costa, J.P. and Homayouni, S. and Martin Herrero, J.",
TITLE = "Hyperspectral Image Analysis for Precision Viticulture",
BOOKTITLE = ICIAR06,
YEAR = "2006",
PAGES = "II: 730-741",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140458"}
@inproceedings{bb144522,
AUTHOR = "Borges, J.S. and Bioucas Dias, J.M. and Marcal, A.R.S.",
TITLE = "Fast Sparse Multinomial Regression Applied to Hyperspectral Data",
BOOKTITLE = ICIAR06,
YEAR = "2006",
PAGES = "II: 700-709",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140459"}
@inproceedings{bb144523,
AUTHOR = "Rothaus, K. and Jiang, X.Y. and Lambers, M.",
TITLE = "Comparison of Methods for Hyperspherical Data Averaging and Parameter
Estimation",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 395-399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140460"}
@inproceedings{bb144524,
AUTHOR = "Sarkar, S. and Healey, G.",
TITLE = "Hyperspectral texture classification using generalized Markov fields",
BOOKTITLE = CVPR04,
YEAR = "2004",
PAGES = "I: 429-434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140461"}
@inproceedings{bb144525,
AUTHOR = "Gomez Chova, L. and Calpe, J. and Soria, E. and Camps Valls, G. and Martin, J.D. and Moreno, J.",
TITLE = "Cart-based feature selection of hyperspectral images for crop cover
classification",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "III: 589-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140462"}
@inproceedings{bb144526,
AUTHOR = "You, H. and Chang, E.",
TITLE = "Spin Discriminant Analysis(SDA): Using A One-Dimensional Classifier
for High Dimensional Classification Problems",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "I:968-975",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140463"}
@inproceedings{bb144527,
AUTHOR = "Peng, J. and Heisterkamp, D.R. and Dai, H.K.",
TITLE = "LDA/SVM Driven Nearest Neighbor Classification",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "I:58-63",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140464"}
@inproceedings{bb144528,
AUTHOR = "Mostafa, M.G.H. and Perkins, T.C. and Farag, A.A.",
TITLE = "A Two-step Fuzzy-bayesian Classification for High Dimensional Data",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol III: 417-420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140465"}
@inproceedings{bb144529,
AUTHOR = "Mostafa, M.G.H. and Perkins, T.C. and Farag, A.A.",
TITLE = "Supervised Fuzzy and Bayesian Classification of High Dimensional Data:
a Comparative Study",
BOOKTITLE = ICIP00,
YEAR = "2000",
PAGES = "Vol I: 772-775",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140466"}
@inproceedings{bb144530,
AUTHOR = "Wu, S.G. and Desai, M.D.",
TITLE = "Adaptive tree-structured subspace classification of hyperspectral
images",
BOOKTITLE = ICIP98,
YEAR = "1998",
PAGES = "I: 570-573",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140467"}
@inproceedings{bb144531,
AUTHOR = "Bajic, S.C.",
TITLE = "Accuracy of a supervised classification of the artificial objects in
thermal hyperspectral images",
BOOKTITLE = CIAP99,
YEAR = "1999",
PAGES = "798-803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT140468"}
@article{bb144532,
AUTHOR = "Jimenez, L.O. and Morales Morell, A. and Creus, A.",
TITLE = "Classification of Hyperdimensional Data Based on Feature and Decision
Fusion Approaches Using Projection Pursuit, Majority Voting, and Neural
Networks",
JOURNAL = GeoRS,
VOLUME = "37",
YEAR = "1999",
NUMBER = "3",
MONTH = "May",
PAGES = "1360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140469"}
@article{bb144533,
AUTHOR = "Ratle, F. and Camps Valls, G. and Weston, J.",
TITLE = "Semisupervised Neural Networks for Efficient Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "5",
MONTH = "May",
PAGES = "2271-2282",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140470"}
@article{bb144534,
AUTHOR = "Qiu, F.",
TITLE = "Neuro-fuzzy Based Analysis of Hyperspectral Imagery",
JOURNAL = PhEngRS,
VOLUME = "74",
YEAR = "2008",
NUMBER = "10",
MONTH = "October",
PAGES = "1235-1248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140471"}
@article{bb144535,
AUTHOR = "Eddy, P.R. and Smith, A.M. and Hill, B.D. and Peddle, D.R. and Coburn, C.A. and Blackshaw, R.E.",
TITLE = "Hybrid Segmentation: Artificial Neural Network Classification of High
Resolution Hyperspectral Imagery for Site-Specific Herbicide Management
in Agriculture",
JOURNAL = PhEngRS,
VOLUME = "74",
YEAR = "2008",
NUMBER = "10",
MONTH = "October",
PAGES = "1249-1258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140472"}
@inproceedings{bb144536,
AUTHOR = "Rebetez, J. and Tuia, D. and Courty, N.",
TITLE = "Network-Based Correlated Correspondence for Unsupervised Domain
Adaptation of Hyperspectral Satellite Images",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3921-3926",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140473"}
@article{bb144537,
AUTHOR = "Zhong, P. and Gong, Z.Q. and Li, S.T. and Schonlieb, C.B.",
TITLE = "Learning to Diversify Deep Belief Networks for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "3516-3530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140474"}
@inproceedings{bb144538,
AUTHOR = "Zhong, P. and Gong, Z.Q. and Schonlieb, C.B.",
TITLE = "A Diversified Deep Belief Network For Hyperspectral Image
Classification",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B7: 443-449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140475"}
@article{bb144539,
AUTHOR = "Singhal, V. and Aggarwal, H.K. and Tariyal, S. and Majumdar, A.",
TITLE = "Discriminative Robust Deep Dictionary Learning for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "5274-5283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140476"}
@inproceedings{bb144540,
AUTHOR = "Goel, A. and Majumdar, A.",
TITLE = "Semi-Supervised Graphical Deep Dictionary Learning for Hyperspectral
Image Classification From Limited Samples",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "2108-2114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140477"}
@inproceedings{bb144541,
AUTHOR = "Singh, S. and Majumdar, A. and Chouzenoux, E. and Chierchia, G.",
TITLE = "Semi-supervised Deep Convolutional Transform Learning for
Hyperspectral Image Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "206-210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140478"}
@article{bb144542,
AUTHOR = "Cao, X.Y. and Zhou, F. and Xu, L. and Meng, D.Y. and Xu, Z.B. and Paisley, J.",
TITLE = "Hyperspectral Image Classification With Markov Random Fields and a
Convolutional Neural Network",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "2354-2367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140479"}
@article{bb144543,
AUTHOR = "Cao, X.Y. and Yao, J. and Xu, Z.B. and Meng, D.Y.",
TITLE = "Hyperspectral Image Classification With Convolutional Neural Network
and Active Learning",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "4604-4616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140480"}
@article{bb144544,
AUTHOR = "Hong, D.F. and Gao, L.R. and Yao, J. and Zhang, B. and Plaza, A. and Chanussot, J.",
TITLE = "Graph Convolutional Networks for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "7",
MONTH = "July",
PAGES = "5966-5978",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140481"}
@article{bb144545,
AUTHOR = "Hao, S. and Wang, W. and Ye, Y. and Nie, T. and Bruzzone, L.",
TITLE = "Two-Stream Deep Architecture for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "2349-2361",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140482"}
@article{bb144546,
AUTHOR = "Hao, S. and Wang, W. and Ye, Y. and Li, E. and Bruzzone, L.",
TITLE = "A Deep Network Architecture for Super-Resolution-Aided Hyperspectral
Image Classification With Classwise Loss",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "4650-4663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140483"}
@article{bb144547,
AUTHOR = "Yang, X.F. and Ye, Y.M. and Li, X.T. and Lau, R.Y.K. and Zhang, X.F. and Huang, X.H.",
TITLE = "Hyperspectral Image Classification With Deep Learning Models",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "9",
MONTH = "September",
PAGES = "5408-5423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140484"}
@article{bb144548,
AUTHOR = "Liu, B. and Yu, X.C. and Zhang, P.Q. and Yu, A.Z. and Fu, Q.Y. and Wei, X.P.",
TITLE = "Supervised Deep Feature Extraction for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "1909-1921",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140485"}
@article{bb144549,
AUTHOR = "Liu, B. and Gao, K.L. and Yu, A.Z. and Ding, L. and Qiu, C.P. and Li, J.",
TITLE = "ES2FL: Ensemble Self-Supervised Feature Learning for Small Sample
Classification of Hyperspectral Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140486"}
@article{bb144550,
AUTHOR = "Li, J.J. and Xi, B. and Li, Y.S. and Du, Q. and Wang, K.",
TITLE = "Hyperspectral Classification Based on Texture Feature Enhancement and
Deep Belief Networks",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140487"}
@article{bb144551,
AUTHOR = "Song, W. and Li, S. and Fang, L. and Lu, T.",
TITLE = "Hyperspectral Image Classification With Deep Feature Fusion Network",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "3173-3184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140488"}
@article{bb144552,
AUTHOR = "Ma, X.R. and Fu, A. and Wang, J. and Wang, H.Y. and Yin, B.C.",
TITLE = "Hyperspectral Image Classification Based on Deep Deconvolution
Network With Skip Architecture",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "4781-4791",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140489"}
@article{bb144553,
AUTHOR = "Ma, X.R. and Ji, S. and Wang, J. and Geng, J. and Wang, H.Y.",
TITLE = "Hyperspectral Image Classification Based on Two-Phase Relation
Learning Network",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "10398-10409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140490"}
@article{bb144554,
AUTHOR = "Ma, X.R. and Ji, S. and Wang, J. and Liu, X.K. and Wang, H.Y.",
TITLE = "Classification of Hyperspectral Image Based on Task-Specific Learning
Network",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "8646-8656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140491"}
@article{bb144555,
AUTHOR = "Xu, M. and Zhao, Y.Y. and Liang, Y.J. and Ma, X.R.",
TITLE = "Hyperspectral Image Classification Based on Class-Incremental
Learning with Knowledge Distillation",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140492"}
@article{bb144556,
AUTHOR = "Hamouda, M. and Ettabaa, K.S. and Bouhlel, M.S.",
TITLE = "Hyperspectral imaging classification based on convolutional neural
networks by adaptive sizes of windows and filters",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "392-398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140493"}
@article{bb144557,
AUTHOR = "Wu, P. and Cui, Z.G. and Gan, Z.L. and Liu, F.",
TITLE = "Residual Group Channel and Space Attention Network for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140494"}
@article{bb144558,
AUTHOR = "Chen, C. and Ma, Y. and Ren, G.B.",
TITLE = "A Convolutional Neural Network with Fletcher-Reeves Algorithm for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140495"}
@article{bb144559,
AUTHOR = "Hamouda, M. and Ettabaa, K.S. and Bouhlel, M.S.",
TITLE = "Framework for Automatic Selection of Kernels based on Convolutional
Neural Networks and CkMeans Clustering Algorithm",
JOURNAL = IJIG,
VOLUME = "19",
YEAR = "2019",
NUMBER = "4 2019",
PAGES = "1950019",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140496"}
@article{bb144560,
AUTHOR = "Hamouda, M. and Ettabaa, K.S. and Bouhlel, M.S.",
TITLE = "Smart feature extraction and classification of hyperspectral images
based on convolutional neural networks",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "10",
MONTH = "August",
PAGES = "1999-2005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140497"}
@article{bb144561,
AUTHOR = "Wang, L. and Zhang, T. and Fu, Y. and Huang, H.",
TITLE = "HyperReconNet: Joint Coded Aperture Optimization and Image
Reconstruction for Compressive Hyperspectral Imaging",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "2257-2270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140498"}
@article{bb144562,
AUTHOR = "Haut, J.M. and Paoletti, M.E. and Plaza, J. and Plaza, A. and Li, J.",
TITLE = "Visual Attention-Driven Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "8065-8080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140499"}
@article{bb144563,
AUTHOR = "Akbari, D.",
TITLE = "Improved neural network classification of hyperspectral imagery using
weighted genetic algorithm and hierarchical segmentation",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "12",
MONTH = "October",
PAGES = "2169-2175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140500"}
@inproceedings{bb144564,
AUTHOR = "Akbari, D. and Moradizadeh, M. and Akbari, M.",
TITLE = "Spectral-spatial Classification of Hyperspectral Imagery Using Neural
Network Algorithm and Hierarchical Segmentation",
BOOKTITLE = PTVSBB19,
YEAR = "2019",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140501"}
@inproceedings{bb144565,
AUTHOR = "Akbari, D. and Moradizadeh, M.",
TITLE = "Spectral-spatial Classification of Hyperspectral Imagery Using a Hybrid
Framework",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "41-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140502"}
@inproceedings{bb144566,
AUTHOR = "Akbari, D. and Safari, A.R.",
TITLE = "Rule-Based Classification of a Hyperspectral Image Using MSSC
Hierarchical Segmentation",
BOOKTITLE = SMPR13,
YEAR = "2013",
PAGES = "13-18",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140503"}
@inproceedings{bb144567,
AUTHOR = "Niazmardi, S. and Safari, A.R. and Homayouni, S.",
TITLE = "Maximum Margin Clustering of Hyperspectral Data",
BOOKTITLE = SMPR13,
YEAR = "2013",
PAGES = "305-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140504"}
@article{bb144568,
AUTHOR = "Paoletti, M.E. and Haut, J.M. and Plaza, J. and Plaza, A.",
TITLE = "Deep learning classifiers for hyperspectral imaging: A review",
JOURNAL = PandRS,
VOLUME = "158",
YEAR = "2019",
PAGES = "279-317",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140505"}
@article{bb144569,
AUTHOR = "Li, R. and Zheng, S.Y. and Duan, C.X. and Yang, Y. and Wang, X.Q.",
TITLE = "Classification of Hyperspectral Image Based on Double-Branch
Dual-Attention Mechanism Network",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140506"}
@article{bb144570,
AUTHOR = "Bera, S. and Shrivastava, V.K.",
TITLE = "Effect of pooling strategy on convolutional neural network for
classification of hyperspectral remote sensing images",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "3",
MONTH = "February",
PAGES = "480-486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140507"}
@article{bb144571,
AUTHOR = "Niu, B.Q. and Lan, J.H. and Shao, Y. and Zhang, H.",
TITLE = "A Dual-Branch Extraction and Classification Method Under Limited
Samples of Hyperspectral Images Based on Deep Learning",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140508"}
@article{bb144572,
AUTHOR = "Zhang, C.Y. and Yue, J. and Qin, Q.M.",
TITLE = "Deep Quadruplet Network for Hyperspectral Image Classification with a
Small Number of Samples",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140509"}
@article{bb144573,
AUTHOR = "Zhao, W.Z. and Chen, X. and Chen, J.G. and Qu, Y.",
TITLE = "Sample Generation with Self-Attention Generative Adversarial
Adaptation Network (SaGAAN) for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140510"}
@article{bb144574,
AUTHOR = "Xue, Z.X.",
TITLE = "Semi-supervised convolutional generative adversarial network for
hyperspectral image classification",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "4",
MONTH = "March",
PAGES = "709-719",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140511"}
@article{bb144575,
AUTHOR = "Sildir, H. and Aydin, E. and Kavzoglu, T.",
TITLE = "Design of Feedforward Neural Networks in the Classification of
Hyperspectral Imagery Using Superstructural Optimization",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140512"}
@article{bb144576,
AUTHOR = "Li, Z.K. and Tang, X.Y. and Li, W. and Wang, C.Y. and Liu, C. and He, J.R.",
TITLE = "A Two-stage Deep Domain Adaptation Method for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140513"}
@article{bb144577,
AUTHOR = "Song, A. and Kim, Y.I.",
TITLE = "Transfer Change Rules from Recurrent Fully Convolutional Networks for
Hyperspectral Unmanned Aerial Vehicle Images without Ground Truth
Data",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140514"}
@article{bb144578,
AUTHOR = "Le Moan, S. and Cariou, C.",
TITLE = "Minimax Bridgeness-Based Clustering for Hyperspectral Data",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140515"}
@article{bb144579,
AUTHOR = "Li, R. and Pan, Z.B. and Wang, Y. and Wang, P.",
TITLE = "A Convolutional Neural Network with Mapping Layers for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "3136-3147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140516"}
@article{bb144580,
AUTHOR = "Li, J. and Lin, D. and Wang, Y. and Xu, G.L. and Zhang, Y.Y. and Ding, C.B. and Zhou, Y.H.",
TITLE = "Deep Discriminative Representation Learning with Attention Map for
Scene Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140517"}
@article{bb144581,
AUTHOR = "Zheng, Z. and Zhong, Y. and Ma, A. and Zhang, L.",
TITLE = "FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "5612-5626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140518"}
@article{bb144582,
AUTHOR = "Yang, M.D. and Huang, K.H. and Tsai, H.P.",
TITLE = "Integrating MNF and HHT Transformations into Artificial Neural
Networks for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140519"}
@article{bb144583,
AUTHOR = "Masarczyk, W. and Glomb, P. and Grabowski, B. and Ostaszewski, M.",
TITLE = "Effective Training of Deep Convolutional Neural Networks for
Hyperspectral Image Classification through Artificial Labeling",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140520"}
@article{bb144584,
AUTHOR = "Hu, Y. and An, R. and Wang, B. and Xing, F. and Ju, F.",
TITLE = "Shape Adaptive Neighborhood Information-Based Semi-Supervised
Learning for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140521"}
@article{bb144585,
AUTHOR = "Dang, L.X. and Pang, P.D. and Lee, J.",
TITLE = "Depth-Wise Separable Convolution Neural Network with Residual
Connection for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140522"}
@article{bb144586,
AUTHOR = "Dang, L.X. and Pang, P.D. and Zuo, X.Y. and Liu, Y. and Lee, J.",
TITLE = "A Dual-Path Small Convolution Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140523"}
@article{bb144587,
AUTHOR = "Rangnekar, A. and Mokashi, N. and Ientilucci, E.J. and Kanan, C. and Hoffman, M.J.",
TITLE = "AeroRIT: A New Scene for Hyperspectral Image Analysis",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "8116-8124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140524"}
@article{bb144588,
AUTHOR = "Deng, C. and Cen, Y. and Zhang, L.",
TITLE = "Learning-Based Hyperspectral Imagery Compression through Generative
Neural Networks",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140525"}
@article{bb144589,
AUTHOR = "Zheng, J. and Feng, Y. and Bai, C. and Zhang, J.",
TITLE = "Hyperspectral Image Classification Using Mixed Convolutions and
Covariance Pooling",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "522-534",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140526"}
@article{bb144590,
AUTHOR = "Ma, C. and Jiang, J.J. and Li, H.Y. and Mei, X.G. and Bai, C.C.",
TITLE = "Hyperspectral Image Classification via Spectral Pooling and Hybrid
Transformer",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140527"}
@article{bb144591,
AUTHOR = "Liang, H.B. and Bao, W.X. and Shen, X.F.",
TITLE = "Adaptive Weighting Feature Fusion Approac Based on Generative
Adversarial Network for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140528"}
@article{bb144592,
AUTHOR = "Hang, R.L. and Li, Z. and Liu, Q.S. and Ghamisi, P. and Bhattacharyya, S.S.",
TITLE = "Hyperspectral Image Classification With Attention-Aided CNNs",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "2281-2293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140529"}
@article{bb144593,
AUTHOR = "Yan, L. and Zhao, M. and Wang, X. and Zhang, Y. and Chen, J.",
TITLE = "Object Detection in Hyperspectral Images",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "508-512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140530"}
@article{bb144594,
AUTHOR = "Shi, H. and Cao, G. and Ge, Z.X. and Zhang, Y.Q. and Fu, P.",
TITLE = "Double-Branch Network with Pyramidal Convolution and Iterative
Attention for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140531"}
@article{bb144595,
AUTHOR = "Ge, Z.X. and Cao, G. and Zhang, Y.Q. and Shi, H. and Liu, Y.B. and Shafique, A. and Fu, P.",
TITLE = "Subpixel Multilevel Scale Feature Learning and Adaptive Attention
Constraint Fusion for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140532"}
@article{bb144596,
AUTHOR = "Sun, J.G. and Wang, W.L. and Wei, X. and Fang, L. and Tang, X.L. and Xu, Y.S. and Yu, H. and Yao, W.",
TITLE = "Deep Clustering With Intraclass Distance Constraint for Hyperspectral
Images",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "4135-4149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140533"}
@article{bb144597,
AUTHOR = "Zhai, H. and Zhang, H.Y. and Zhang, L.P. and Li, P.X.",
TITLE = "Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank
Subspace Clustering for Large Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "4164-4178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140534"}
@article{bb144598,
AUTHOR = "Wang, J.J. and Gao, F. and Dong, J.Y. and Du, Q.",
TITLE = "Adaptive DropBlock-Enhanced Generative Adversarial Networks for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "5040-5053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140535"}
@article{bb144599,
AUTHOR = "Qing, Y.H. and Liu, W.Y. and Feng, L.Y. and Gao, W.J.",
TITLE = "Improved Transformer Net for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT140536"}
Last update:Jan 8, 2026 at 12:52:16