@article{bb150100,
AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
TITLE = "A Modified Stochastic Neighbor Embedding For Combining Multiple
Features For Remote Sensing Image Classification",
JOURNAL = AnnalsPRS,
VOLUME = "I-3",
YEAR = "2012",
NUMBER = "2012",
PAGES = "395-398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146019"}
@article{bb150101,
AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
TITLE = "Tensor Discriminative Locality Alignment for Hyperspectral Image
Spectral-Spatial Feature Extraction",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "242-256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146020"}
@article{bb150102,
AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
TITLE = "Sparse Transfer Manifold Embedding for Hyperspectral Target Detection",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "2",
MONTH = "February",
PAGES = "1030-1043",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146021"}
@article{bb150103,
AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X. and Du, B.",
TITLE = "Hyperspectral Remote Sensing Image Subpixel Target Detection Based on
Supervised Metric Learning",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "8",
MONTH = "August",
PAGES = "4955-4965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146022"}
@article{bb150104,
AUTHOR = "Zhang, L.F. and Zhang, Q. and Du, B. and Huang, X. and Tang, Y.Y. and Tao, D.C.",
TITLE = "Simultaneous Spectral-Spatial Feature Selection and Extraction for
Hyperspectral Images",
JOURNAL = Cyber,
VOLUME = "48",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "16-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146023"}
@article{bb150105,
AUTHOR = "Wang, D. and Du, B. and Zhang, L.P. and Xu, Y.H.",
TITLE = "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction
for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "2461-2477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146024"}
@article{bb150106,
AUTHOR = "Zhao, R. and Du, B. and Zhang, L.P. and Zhang, L.F.",
TITLE = "A robust background regression based score estimation algorithm for
hyperspectral anomaly detection",
JOURNAL = PandRS,
VOLUME = "122",
YEAR = "2016",
NUMBER = "1",
PAGES = "126-144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146025"}
@article{bb150107,
AUTHOR = "Zhu, X.F. and Huang, Z. and Yang, Y. and Shen, H.T. and Xu, C.S. and Luo, J.B.",
TITLE = "Self-taught dimensionality reduction on the high-dimensional
small-sized data",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "215-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146026"}
@article{bb150108,
AUTHOR = "Wu, G. and Xu, W. and Leng, H.",
TITLE = "Inexact and incremental bilinear Lanczos components algorithms for
high dimensionality reduction and image reconstruction",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "1",
PAGES = "244-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146027"}
@article{bb150109,
AUTHOR = "Shi, Q. and Du, B. and Zhang, L.P.",
TITLE = "Domain Adaptation for Remote Sensing Image Classification: A Low-Rank
Reconstruction and Instance Weighting Label Propagation Inspired
Algorithm",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "10",
MONTH = "October",
PAGES = "5677-5689",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146028"}
@article{bb150110,
AUTHOR = "Zhang, Y.X. and Du, B. and Zhang, L.P.",
TITLE = "A Sparse Representation-Based Binary Hypothesis Model for Target
Detection in Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "3",
MONTH = "March",
PAGES = "1346-1354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146029"}
@article{bb150111,
AUTHOR = "Zhang, Y. and Wu, J.X. and Cai, J.F.",
TITLE = "Compact Representation of High-Dimensional Feature Vectors for
Large-Scale Image Recognition and Retrieval",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "2407-2419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146030"}
@inproceedings{bb150112,
AUTHOR = "Zhang, Y. and Wu, J.X. and Cai, J.F.",
TITLE = "Compact Representation for Image Classification:
To Choose or to Compress?",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "907-914",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146031"}
@article{bb150113,
AUTHOR = "Taskin, G. and Kaya, H. and Bruzzone, L.",
TITLE = "Feature Selection Based on High Dimensional Model Representation for
Hyperspectral Images",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "2918-2928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146032"}
@article{bb150114,
AUTHOR = "Taskin, G. and Crawford, M.M.",
TITLE = "An Out-of-Sample Extension to Manifold Learning via Meta-Modeling",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "5227-5237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146033"}
@article{bb150115,
AUTHOR = "Du, B. and Zhang, Y.X. and Zhang, L.P. and Tao, D.",
TITLE = "Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and
Statistics-Based Detector for Hyperspectral Images",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "11",
MONTH = "November",
PAGES = "5345-5357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146034"}
@article{bb150116,
AUTHOR = "Zhang, Y.X. and Du, B. and Zhang, L.P. and Wang, S.",
TITLE = "A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance
Method for Hyperspectral Anomaly Detection",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "3",
MONTH = "March",
PAGES = "1376-1389",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146035"}
@article{bb150117,
AUTHOR = "Du, B. and Zhang, M.F. and Zhang, L.F. and Hu, R.M. and Tao, D.C.",
TITLE = "PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral
Images",
JOURNAL = MultMed,
VOLUME = "19",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "67-79",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146036"}
@article{bb150118,
AUTHOR = "Jimenez Rodriguez, L.O. and Arzuaga Cruz, E. and Velez Reyes, M.",
TITLE = "Unsupervised Linear Feature-Extraction Methods and Their Effects in the
Classification of High-Dimensional Data",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "2",
MONTH = "February",
PAGES = "469-483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146037"}
@article{bb150119,
AUTHOR = "Serpico, S.B. and Moser, G.",
TITLE = "Extraction of Spectral Channels From Hyperspectral Images for
Classification Purposes",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "2",
MONTH = "February",
PAGES = "484-495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146038"}
@article{bb150120,
AUTHOR = "Guo, B.F. and Damper, R.I. and Gunn, S.R. and Nelson, J.D.B.",
TITLE = "A fast separability-based feature-selection method for high-dimensional
remotely sensed image classification",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "5",
MONTH = "May",
PAGES = "1670-1679",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146039"}
@article{bb150121,
AUTHOR = "Mojaradi, B. and Abrishami Moghaddam, H. and Valadan Zoej, M.J. and Duin, R.P.W.",
TITLE = "Dimensionality Reduction of Hyperspectral Data via Spectral Feature
Extraction",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "7",
MONTH = "July",
PAGES = "2091-2105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146040"}
@article{bb150122,
AUTHOR = "Gheyas, I.A. and Smith, L.S.",
TITLE = "Feature subset selection in large dimensionality domains",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "1",
MONTH = "January",
PAGES = "5-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146041"}
@article{bb150123,
AUTHOR = "Ververidis, D. and Kotropoulos, C.",
TITLE = "Information Loss of the Mahalanobis Distance in High Dimensions:
Application to Feature Selection",
JOURNAL = PAMI,
VOLUME = "31",
YEAR = "2009",
NUMBER = "12",
MONTH = "December",
PAGES = "2275-2281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146042"}
@inproceedings{bb150124,
AUTHOR = "Haindl, M. and Somol, P. and Ververidis, D. and Kotropoulos, C.",
TITLE = "Feature Selection Based on Mutual Correlation",
BOOKTITLE = CIARP06,
YEAR = "2006",
PAGES = "569-577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146043"}
@article{bb150125,
AUTHOR = "Yang, J.M. and Yu, P.T. and Kuo, B.C.",
TITLE = "A Nonparametric Feature Extraction and Its Application to Nearest
Neighbor Classification for Hyperspectral Image Data",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "3",
MONTH = "March",
PAGES = "1279-1293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146044"}
@article{bb150126,
AUTHOR = "Yang, J.M. and Kuo, B.C. and Yu, P.T. and Chuang, C.H.",
TITLE = "A Dynamic Subspace Method for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "7",
MONTH = "July",
PAGES = "2840-2853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146045"}
@article{bb150127,
AUTHOR = "Huang, H.Y. and Kuo, B.C.",
TITLE = "Double Nearest Proportion Feature Extraction for Hyperspectral-Image
Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "4034-4046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146046"}
@article{bb150128,
AUTHOR = "Cheng, Q.A. and Zhou, H.B. and Cheng, J.",
TITLE = "The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature
Subset for Multiclass Classification with Applications to
High-Dimensional Data",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "6",
MONTH = "June",
PAGES = "1217-1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146047"}
@article{bb150129,
AUTHOR = "Cheng, Q.A. and Zhou, H.B. and Cheng, J. and Li, H.",
TITLE = "A Minimax Framework for Classification with Applications to Images
and High Dimensional Data",
JOURNAL = PAMI,
VOLUME = "36",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "2117-2130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146048"}
@article{bb150130,
AUTHOR = "Farzam, M. and Beheshti, S.",
TITLE = "Simultaneous Denoising and Intrinsic Order Selection in Hyperspectral
Imaging",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "9",
MONTH = "September",
PAGES = "3423-3436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146049"}
@article{bb150131,
AUTHOR = "Shahbaba, M. and Beheshti, S.",
TITLE = "Signature test as statistical testing in clustering",
JOURNAL = SIViP,
VOLUME = "10",
YEAR = "2016",
NUMBER = "7",
MONTH = "October",
PAGES = "1343-1351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146050"}
@article{bb150132,
AUTHOR = "Bermejo, P. and Gamez, J.A. and Puerta, J.M.",
TITLE = "A GRASP algorithm for fast hybrid (filter-wrapper) feature subset
selection in high-dimensional datasets",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "5",
MONTH = "April",
PAGES = "701-711",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146051"}
@article{bb150133,
AUTHOR = "Villa, A. and Benediktsson, J.A. and Chanussot, J. and Jutten, C.",
TITLE = "Hyperspectral Image Classification With Independent Component
Discriminant Analysis",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "12",
MONTH = "December",
PAGES = "4865-4876",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146052"}
@article{bb150134,
AUTHOR = "Li, H. and Xiao, G.R. and Xia, T. and Tang, Y.Y. and Li, L.Q.",
TITLE = "Hyperspectral Image Classification Using Functional Data Analysis",
JOURNAL = Cyber,
VOLUME = "44",
YEAR = "2014",
NUMBER = "9",
MONTH = "September",
PAGES = "1544-1555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146053"}
@article{bb150135,
AUTHOR = "Ye, Z.J. and Chen, J.Q. and Li, H. and Wei, Y.T. and Xiao, G.R. and Benediktsson, J.A.",
TITLE = "Supervised Functional Data Discriminant Analysis for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "841-851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146054"}
@article{bb150136,
AUTHOR = "Ye, Z.J. and Qian, T. and Zhang, L.M. and Dai, L. and Li, H. and Benediktsson, J.A.",
TITLE = "Functional Feature Extraction for Hyperspectral Image Classification
With Adaptive Rational Function Approximation",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "7680-7694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146055"}
@article{bb150137,
AUTHOR = "Villa, A. and Chanussot, J. and Benediktsson, J.A. and Jutten, C. and Dambreville, R.",
TITLE = "Unsupervised methods for the classification of hyperspectral images
with low spatial resolution",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "6",
MONTH = "June",
PAGES = "1556-1568",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146056"}
@article{bb150138,
AUTHOR = "Li, G.Z. and Zhao, R.W. and Qu, H.N. and You, M.Y.",
TITLE = "Model selection for partial least squares based dimension reduction",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "5",
MONTH = "April",
PAGES = "524-529",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146057"}
@article{bb150139,
AUTHOR = "Prasad, S. and Li, W. and Fowler, J.E. and Bruce, L.M.",
TITLE = "Information Fusion in the Redundant-Wavelet-Transform Domain for
Noise-Robust Hyperspectral Classification",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "9",
MONTH = "September",
PAGES = "3474-3486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146058"}
@article{bb150140,
AUTHOR = "Li, W. and Prasad, S. and Fowler, J.E.",
TITLE = "Classification and Reconstruction From Random Projections for
Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "833-843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146059"}
@article{bb150141,
AUTHOR = "Li, W. and Prasad, S. and Fowler, J.E.",
TITLE = "Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "6",
MONTH = "June",
PAGES = "3399-3411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146060"}
@article{bb150142,
AUTHOR = "Chen, C. and Li, W. and Tramel, E.W. and Fowler, J.E.",
TITLE = "Reconstruction of Hyperspectral Imagery From Random Projections Using
Multihypothesis Prediction",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "1",
MONTH = "January",
PAGES = "365-374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146061"}
@article{bb150143,
AUTHOR = "Li, W. and Tramel, E.W. and Prasad, S. and Fowler, J.E.",
TITLE = "Nearest Regularized Subspace for Hyperspectral Classification",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "1",
MONTH = "January",
PAGES = "477-489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146062"}
@article{bb150144,
AUTHOR = "Wang, G.T. and Song, Q.B. and Xu, B. and Zhou, Y.M.",
TITLE = "Selecting feature subset for high dimensional data via the
propositional FOIL rules",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "199-214",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146063"}
@article{bb150145,
AUTHOR = "Bonev, B. and Escolano, F. and Giorgi, D. and Biasotti, S.",
TITLE = "Information-theoretic selection of high-dimensional spectral features
for structural recognition",
JOURNAL = CVIU,
VOLUME = "117",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "214-228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146064"}
@article{bb150146,
AUTHOR = "Nouaouria, N. and Boukadoum, M. and Proulx, R.",
TITLE = "Particle swarm classification: A survey and positioning",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "7",
MONTH = "July",
PAGES = "2028-2044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146065"}
@article{bb150147,
AUTHOR = "Cannas, L.M. and Dessi, N. and Pes, B.",
TITLE = "Assessing similarity of feature selection techniques in
high-dimensional domains",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "12",
MONTH = "September",
PAGES = "1446-1453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146066"}
@article{bb150148,
AUTHOR = "Vinh, N.X. and Bailey, J.",
TITLE = "Comments on supervised feature selection by clustering using
conditional mutual information-based distances",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "4",
MONTH = "April",
PAGES = "1220-1225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146067"}
@article{bb150149,
AUTHOR = "Cawse Nicholson, K. and Damelin, S.B. and Robin, A. and Sears, M.",
TITLE = "Determining the Intrinsic Dimension of a Hyperspectral Image Using
Random Matrix Theory",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "4",
MONTH = "April",
PAGES = "1301-1310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146068"}
@article{bb150150,
AUTHOR = "Mahmood, A. and Robin, A. and Sears, M.",
TITLE = "Modified Residual Method for the Estimation of Noise in Hyperspectral
Images",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "3",
MONTH = "March",
PAGES = "1451-1460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146069"}
@article{bb150151,
AUTHOR = "Jia, X.P. and Kuo, B.C. and Crawford, M.M.",
TITLE = "Feature Mining for Hyperspectral Image Classification",
JOURNAL = PIEEE,
VOLUME = "100",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "676-697",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146070"}
@article{bb150152,
AUTHOR = "Liao, L. and Zhang, Y.N. and Maybank, S.J. and Liu, Z.F.",
TITLE = "Intrinsic dimension estimation via nearest constrained subspace
classifier",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "3",
PAGES = "1485-1493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146071"}
@article{bb150153,
AUTHOR = "Liao, L. and Zhang, Y.N. and Maybank, S.J. and Liu, Z.F. and Liu, X.",
TITLE = "Image recognition via two-dimensional random projection and nearest
constrained subspace",
JOURNAL = JVCIR,
VOLUME = "25",
YEAR = "2014",
NUMBER = "5",
PAGES = "1187-1198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146072"}
@article{bb150154,
AUTHOR = "Liao, L. and Maybank, S.J.",
TITLE = "Generalized Visual Information Analysis Via Tensorial Algebra",
JOURNAL = JMIV,
VOLUME = "62",
YEAR = "2020",
NUMBER = "4",
MONTH = "May",
PAGES = "560-584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146073"}
@article{bb150155,
AUTHOR = "Chang, C.I. and Xiong, W. and Wen, C.H.",
TITLE = "A Theory of High-Order Statistics-Based Virtual Dimensionality for
Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "1",
MONTH = "January",
PAGES = "188-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146074"}
@article{bb150156,
AUTHOR = "Lunga, D. and Prasad, S. and Crawford, M.M. and Ersoy, O.",
TITLE = "Manifold-Learning-Based Feature Extraction for Classification of
Hyperspectral Data: A Review of Advances in Manifold Learning",
JOURNAL = SPMag,
VOLUME = "31",
YEAR = "2014",
NUMBER = "1",
MONTH = "January",
PAGES = "55-66",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146075"}
@article{bb150157,
AUTHOR = "Ren, H. and Wang, Y.L. and Huang, M.Y. and Chang, Y.L. and Kao, H.M.",
TITLE = "Ensemble Empirical Mode Decomposition Parameters Optimization for
Spectral Distance Measurement in Hyperspectral Remote Sensing Data",
JOURNAL = RS,
VOLUME = "6",
YEAR = "2014",
NUMBER = "3",
PAGES = "2069-2083",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146076"}
@article{bb150158,
AUTHOR = "Zabalza, J. and Ren, J.C. and Yang, M.Q. and Zhang, Y. and Wang, J. and Marshall, S. and Han, J.W.",
TITLE = "Novel Folded-PCA for improved feature extraction and data reduction
with hyperspectral imaging and SAR in remote sensing",
JOURNAL = PandRS,
VOLUME = "93",
YEAR = "2014",
NUMBER = "1",
PAGES = "112-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146077"}
@article{bb150159,
AUTHOR = "Lu, Q.K. and Huang, X. and Zhang, L.P.",
TITLE = "A Novel Clustering-Based Feature Representation for the
Classification of Hyperspectral Imagery",
JOURNAL = RS,
VOLUME = "6",
YEAR = "2014",
NUMBER = "6",
PAGES = "5732-5753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146078"}
@article{bb150160,
AUTHOR = "Cheng, K.J. and Dill, J.",
TITLE = "Lossless to Lossy Dual-Tree BEZW Compression for Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "9",
MONTH = "Sep",
PAGES = "5765-5770",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146079"}
@article{bb150161,
AUTHOR = "Pu, H.Y. and Chen, Z. and Wang, B. and Jiang, G.",
TITLE = "A Novel Spatial-Spectral Similarity Measure for Dimensionality
Reduction and Classification of Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "7008-7022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146080"}
@article{bb150162,
AUTHOR = "Ren, J. and Zabalza, J. and Marshall, S. and Zheng, J.",
TITLE = "Effective Feature Extraction and Data Reduction in Remote Sensing
Using Hyperspectral Imaging",
JOURNAL = SPMag,
VOLUME = "31",
YEAR = "2014",
NUMBER = "4",
MONTH = "July",
PAGES = "149-154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146081"}
@article{bb150163,
AUTHOR = "Ye, Z.J. and Li, H. and Song, Y.L. and Benediktsson, J.A. and Tang, Y.Y.",
TITLE = "Hyperspectral Image Classification Using Principal Components-Based
Smooth Ordering and Multiple 1-D Interpolation",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "1199-1209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146082"}
@inproceedings{bb150164,
AUTHOR = "Yuan, H.L. and Tang, Y.Y.",
TITLE = "Multi-scale Tensor l1-Based Algorithm for Hyperspectral Image
Classification",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1383-1388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146083"}
@article{bb150165,
AUTHOR = "Blanes, I. and Hernandez Cabronero, M. and Auli Llinas, F. and Serra Sagrista, J. and Marcellin, M.W.",
TITLE = "Iso-range Pairwise Orthogonal Transform",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "6",
MONTH = "June",
PAGES = "3361-3372",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146084"}
@article{bb150166,
AUTHOR = "Guccione, P. and Mascolo, L. and Appice, A.",
TITLE = "Iterative Hyperspectral Image Classification Using Spectral-Spatial
Relational Features",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "7",
MONTH = "July",
PAGES = "3615-3627",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146085"}
@article{bb150167,
AUTHOR = "Imani, M. and Ghassemian, H.",
TITLE = "Feature space discriminant analysis for hyperspectral data feature
reduction",
JOURNAL = PandRS,
VOLUME = "102",
YEAR = "2015",
NUMBER = "1",
PAGES = "1-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146086"}
@article{bb150168,
AUTHOR = "Imani, M. and Ghassemian, H.",
TITLE = "Morphology-based structure-preserving projection for spectral-spatial
feature extraction and classification of hyperspectral data",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "270-279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146087"}
@inproceedings{bb150169,
AUTHOR = "Dowlatshah, M. and Ghassemian, H. and Imani, M.",
TITLE = "Spatial-spectral Morphological Feature Extraction for Hyperspectral
Images Classification",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "315-320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146088"}
@article{bb150170,
AUTHOR = "Imani, M. and Ghassemian, H.",
TITLE = "Edge patch image-based morphological profiles for classification of
multispectral and hyperspectral data",
JOURNAL = IET-IPR,
VOLUME = "11",
YEAR = "2017",
NUMBER = "3",
MONTH = "March",
PAGES = "164-172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146089"}
@article{bb150171,
AUTHOR = "Zabalza, J. and Ren, J.C. and Zheng, J.B. and Han, J.W. and Zhao, H.M. and Li, S.T. and Marshall, S.",
TITLE = "Novel Two-Dimensional Singular Spectrum Analysis for Effective
Feature Extraction and Data Classification in Hyperspectral Imaging",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "8",
MONTH = "August",
PAGES = "4418-4433",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146090"}
@article{bb150172,
AUTHOR = "Guan, L.X. and Xie, W.X. and Pei, J.H.",
TITLE = "Segmented minimum noise fraction transformation for efficient feature
extraction of hyperspectral images",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "10",
PAGES = "3216-3226",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146091"}
@article{bb150173,
AUTHOR = "Long, Y. and Li, H.C. and Celik, T. and Longbotham, N. and Emery, W.J.",
TITLE = "Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with
Double Mappings for Hyperspectral Image Visualization",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "6",
PAGES = "7785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146092"}
@article{bb150174,
AUTHOR = "Wang, H.R. and Celik, T.",
TITLE = "Sparse representation-based hyperspectral image classification",
JOURNAL = SIViP,
VOLUME = "12",
YEAR = "2018",
NUMBER = "5",
MONTH = "July",
PAGES = "1009-1017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146093"}
@article{bb150175,
AUTHOR = "Yang, S.Y. and Wang, M. and Li, P. and Jin, L. and Wu, B. and Jiao, L.C.",
TITLE = "Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear
Compressed Sensing",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "5943-5957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146094"}
@article{bb150176,
AUTHOR = "Sumarsono, A. and Du, Q.",
TITLE = "Low-Rank Subspace Representation for Estimating the Number of Signal
Subspaces in Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "6286-6292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146095"}
@article{bb150177,
AUTHOR = "Falco, N. and Benediktsson, J.A. and Bruzzone, L.",
TITLE = "Spectral and Spatial Classification of Hyperspectral Images Based on
ICA and Reduced Morphological Attribute Profiles",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "6223-6240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146096"}
@article{bb150178,
AUTHOR = "Bhardwaj, K. and Patra, S. and Bruzzone, L.",
TITLE = "Threshold-Free Attribute Profile for Classification of Hyperspectral
Images",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "7731-7742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146097"}
@article{bb150179,
AUTHOR = "Chen, Y.N. and Hsieh, C.T. and Wen, M.G. and Han, C.C. and Fan, K.C.",
TITLE = "A Dimension Reduction Framework for HSI Classification Using Fuzzy
and Kernel NFLE Transformation",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "11",
PAGES = "14292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146098"}
@article{bb150180,
AUTHOR = "Hang, R. and Liu, Q. and Song, H. and Sun, Y.",
TITLE = "Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image
Spatial-Spectral Feature Fusion",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "783-794",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146099"}
@article{bb150181,
AUTHOR = "Veganzones, M.A. and Cohen, J.E. and Cabral Farias, R. and Chanussot, J. and Comon, P.",
TITLE = "Nonnegative Tensor CP Decomposition of Hyperspectral Data",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "2577-2588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146100"}
@article{bb150182,
AUTHOR = "Halimi, A. and Honeine, P. and Kharouf, M. and Richard, C. and Tourneret, J.Y.",
TITLE = "Estimating the Intrinsic Dimension of Hyperspectral Images Using a
Noise-Whitened Eigengap Approach",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "3811-3821",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146101"}
@article{bb150183,
AUTHOR = "Drumetz, L. and Veganzones, M.A. and Gomez, R.M. and Tochon, G. and Mura, M.D. and Licciardi, G.A. and Jutten, C. and Chanussot, J.",
TITLE = "Hyperspectral Local Intrinsic Dimensionality",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4063-4078",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146102"}
@article{bb150184,
AUTHOR = "Xia, J.S. and Bombrun, L. and Adali, T. and Berthoumieu, Y. and Germain, C.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Images Using ICA and
Edge-Preserving Filter via an Ensemble Strategy",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4971-4982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146103"}
@inproceedings{bb150185,
AUTHOR = "Xia, J.S. and Bombrun, L. and Berthoumieu, Y. and Germain, C.",
TITLE = "Multiple features learning via rotation strategy",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2206-2210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146104"}
@article{bb150186,
AUTHOR = "Luo, F. and Huang, H. and Ma, Z. and Liu, J.",
TITLE = "Semisupervised Sparse Manifold Discriminative Analysis for Feature
Extraction of Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "10",
MONTH = "October",
PAGES = "6197-6211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146105"}
@article{bb150187,
AUTHOR = "He, Z. and Li, J. and Liu, L. and Liu, K. and Zhuo, L.",
TITLE = "Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral
Images for Class-Oriented Multitask Learning",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "11",
MONTH = "November",
PAGES = "6625-6643",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146106"}
@article{bb150188,
AUTHOR = "He, Z. and Li, J. and Liu, K. and Liu, L. and Tao, H.",
TITLE = "Kernel Low-Rank Multitask Learning in Variational Mode Decomposition
Domain for Multi-/Hyperspectral Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "4193-4208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146107"}
@article{bb150189,
AUTHOR = "He, Z. and Liu, L.",
TITLE = "Robust multitask learning with three-dimensional empirical mode
decomposition-based features for hyperspectral classification",
JOURNAL = PandRS,
VOLUME = "121",
YEAR = "2016",
NUMBER = "1",
PAGES = "11-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146108"}
@article{bb150190,
AUTHOR = "Ahlberg, J.",
TITLE = "Optimizing Object, Atmosphere, and Sensor Parameters in Thermal
Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "658-670",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146109"}
@article{bb150191,
AUTHOR = "Damodaran, B.B. and Courty, N. and Lefevre, S.",
TITLE = "Sparse Hilbert Schmidt Independence Criterion and
Surrogate-Kernel-Based Feature Selection for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "4",
MONTH = "April",
PAGES = "2385-2398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146110"}
@article{bb150192,
AUTHOR = "Kemker, R. and Kanan, C.",
TITLE = "Self-Taught Feature Learning for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "5",
MONTH = "May",
PAGES = "2693-2705",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146111"}
@article{bb150193,
AUTHOR = "Dong, Y. and Du, B. and Zhang, L. and Zhang, L.",
TITLE = "Dimensionality Reduction and Classification of Hyperspectral Images
Using Ensemble Discriminative Local Metric Learning",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "5",
MONTH = "May",
PAGES = "2509-2524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146112"}
@article{bb150194,
AUTHOR = "Li, X. and Zhang, L.P. and Du, B. and Zhang, L.F.",
TITLE = "On Gleaning Knowledge From Cross Domains by Sparse Subspace
Correlation Analysis for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "3204-3220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146113"}
@article{bb150195,
AUTHOR = "Luo, F.L. and Huang, H. and Duan, Y. and Liu, J. and Liao, Y.H.",
TITLE = "Local Geometric Structure Feature for Dimensionality Reduction of
Hyperspectral Imagery",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146114"}
@article{bb150196,
AUTHOR = "Huang, H. and Luo, F.L. and Liu, J. and Yang, Y.Q.",
TITLE = "Dimensionality Reduction of Hyperspectral Images Based on Sparse
Discriminant Manifold Embedding",
JOURNAL = PandRS,
VOLUME = "106",
YEAR = "2015",
NUMBER = "1",
PAGES = "42-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146115"}
@article{bb150197,
AUTHOR = "Shi, G.Y. and Huang, H. and Liu, J. and Li, Z.Y. and Wang, L.H.",
TITLE = "Spatial-Spectral Multiple Manifold Discriminant Analysis for
Dimensionality Reduction of Hyperspectral Imagery",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146116"}
@article{bb150198,
AUTHOR = "Huang, H. and Yang, M.",
TITLE = "Dimensionality Reduction of Hyperspectral Images With Sparse
Discriminant Embedding",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "9",
MONTH = "September",
PAGES = "5160-5169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146117"}
@article{bb150199,
AUTHOR = "Huang, H. and Chen, M. and Duan, Y.",
TITLE = "Dimensionality Reduction of Hyperspectral Image Using
Spatial-Spectral Regularized Sparse Hypergraph Embedding",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146118"}
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