@article{bb147600,
AUTHOR = "Prades, J. and Safont, G. and Salazar, A. and Vergara, L.",
TITLE = "Estimation of the Number of Endmembers in Hyperspectral Images Using
Agglomerative Clustering",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143531"}
@article{bb147601,
AUTHOR = "Tao, X. and Cui, T. and Plaza, A. and Ren, P.",
TITLE = "Simultaneously Counting and Extracting Endmembers in a Hyperspectral
Image Based on Divergent Subsets",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8952-8966",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143532"}
@article{bb147602,
AUTHOR = "Tao, X.W. and Paoletti, M.E. and Haut, J.M. and Ren, P. and Plaza, J. and Plaza, A.",
TITLE = "Endmember Estimation with Maximum Distance Analysis",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143533"}
@article{bb147603,
AUTHOR = "Song, X. and Zou, L. and Wu, L.",
TITLE = "Detection of Subpixel Targets on Hyperspectral Remote Sensing Imagery
Based on Background Endmember Extraction",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "2365-2377",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143534"}
@article{bb147604,
AUTHOR = "Tong, L. and Du, B. and Liu, R. and Zhang, L. and Tan, K.C.",
TITLE = "Hyperspectral Endmember Extraction by (mu + lambda) Multiobjective
Differential Evolution Algorithm Based on Ranking Multiple Mutations",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "2352-2364",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143535"}
@article{bb147605,
AUTHOR = "Liu, R. and Zhu, X.X.",
TITLE = "Endmember Bundle Extraction Based on Multiobjective Optimization",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "8630-8645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143536"}
@article{bb147606,
AUTHOR = "Ye, C.L. and Liu, S.W. and Xu, M.M. and Du, B. and Wan, J.H. and Sheng, H.",
TITLE = "An Endmember Bundle Extraction Method Based on Multiscale Sampling to
Address Spectral Variability for Hyperspectral Unmixing",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143537"}
@article{bb147607,
AUTHOR = "Wang, Z. and Li, J.Z. and Liu, Y.T. and Xie, F. and Li, P.",
TITLE = "An Adaptive Surrogate-Assisted Endmember Extraction Framework Based
on Intelligent Optimization Algorithms for Hyperspectral Remote
Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143538"}
@article{bb147608,
AUTHOR = "Song, M.P. and Li, Y. and Yang, T.T. and Xu, D.Y.",
TITLE = "Spatial Potential Energy Weighted Maximum Simplex Algorithm for
Hyperspectral Endmember Extraction",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143539"}
@article{bb147609,
AUTHOR = "Quirita, V.A.A. and da Costa, G.A.O.P. and Beltran, C.",
TITLE = "A Distributed N-FINDR Cloud Computing-Based Solution for Endmembers
Extraction on Large-Scale Hyperspectral Remote Sensing Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143540"}
@article{bb147610,
AUTHOR = "Moghaddam, S.H.A. and Gazor, S. and Karami, F. and Amani, M. and Jin, S.G.",
TITLE = "An Unsupervised Feature Extraction Using Endmember Extraction and
Clustering Algorithms for Dimension Reduction of Hyperspectral Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143541"}
@article{bb147611,
AUTHOR = "Yang, L.F. and Song, X.R. and Bai, B. and Chen, Z.",
TITLE = "Adaptive Background Endmember Extraction for Hyperspectral Subpixel
Object Detection",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143542"}
@inproceedings{bb147612,
AUTHOR = "Sharifi, A. and Hosseingholizadeh, M.",
TITLE = "Validation of Extracted Endmembers From Hyperspectral Images",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "989-992",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143543"}
@inproceedings{bb147613,
AUTHOR = "Jafarzadeh, H. and Hasanlou, M.",
TITLE = "Assessing and Comparing The Performance of Endmember Extraction Methods
In Multiple Change Detection Using Hyperspectral Data",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "571-575",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143544"}
@inproceedings{bb147614,
AUTHOR = "Qian, B. and Zhou, J. and Tong, L. and Shen, X. and Liu, F.",
TITLE = "Nonnegative matrix factorization with endmember sparse graph learning
for hyperspectral unmixing",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1843-1847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143545"}
@inproceedings{bb147615,
AUTHOR = "Torres Madronero, M.C. and Velez Reyes, M.",
TITLE = "Hyperspectral endmember class extraction using clustering and
validity indexes",
BOOKTITLE = Southwest16,
YEAR = "2016",
PAGES = "81-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143546"}
@inproceedings{bb147616,
AUTHOR = "Zhou, Q.L. and Zhang, J. and Tian, Q. and Zhuo, L. and Geng, W.H.",
TITLE = "Automatic Endmember Extraction Using Pixel Purity Index for
Hyperspectral Imagery",
BOOKTITLE = MMMod16,
YEAR = "2016",
PAGES = "II: 207-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143547"}
@inproceedings{bb147617,
AUTHOR = "Zare, A. and Bchir, O. and Frigui, H. and Gader, P.D.",
TITLE = "Hyperspectral image analysis with piece-wise convex endmember
estimation and spectral unmixing",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "2681-2684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143548"}
@inproceedings{bb147618,
AUTHOR = "Pargal, S. and Agarwal, S. and Gupta, P.K. and van der Werff, H.M.A.",
TITLE = "Spatial-spectral endmember extraction for spaceborne hyperspectral data",
BOOKTITLE = ICIIP11,
YEAR = "2011",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143549"}
@inproceedings{bb147619,
AUTHOR = "Xu, H. and Tian, B. and Liu, F.",
TITLE = "An endmember extraction algorithm for hyperspectral images using
watershed and normalized cuts",
BOOKTITLE = HighRes11,
YEAR = "2011",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143550"}
@inproceedings{bb147620,
AUTHOR = "Luo, B. and Chanussot, J. and Doute, S.",
TITLE = "Unsupervised endmember extraction:
Application to hyperspectral images from Mars",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2869-2872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT143551"}
@article{bb147621,
AUTHOR = "Bruzzone, L. and Serpico, S.B.",
TITLE = "A technique for feature selection in multiclass problems",
JOURNAL = JRS,
VOLUME = "21",
YEAR = "2000",
NUMBER = "3",
MONTH = "February",
PAGES = "549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143552"}
@article{bb147622,
AUTHOR = "Bruzzone, L.",
TITLE = "An Approach to Feature Selection and Classification of Remote Sensing
Images Based on the Bayes Rule for Minimum Cost",
JOURNAL = GeoRS,
VOLUME = "38",
YEAR = "2000",
NUMBER = "1",
MONTH = "January",
PAGES = "429-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143553"}
@article{bb147623,
AUTHOR = "Serpico, S.B. and Bruzzone, L.",
TITLE = "A new search algorithm for feature selection in hyperspectral remote
sensing images",
JOURNAL = GeoRS,
VOLUME = "39",
YEAR = "2001",
NUMBER = "7",
MONTH = "July",
PAGES = "1360-1367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143554"}
@article{bb147624,
AUTHOR = "Bruce, L.M. and Koger, C.H. and Li, J.",
TITLE = "Dimensionality reduction of hyperspectral data using discrete wavelet
transform feature extraction",
JOURNAL = GeoRS,
VOLUME = "40",
YEAR = "2002",
NUMBER = "10",
MONTH = "October",
PAGES = "2331-2338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143555"}
@article{bb147625,
AUTHOR = "Kaewpijit, S. and Le Moigne, J. and El Ghazawi, T.",
TITLE = "Automatic reduction of hyperspectral imagery using wavelet spectral
analysis",
JOURNAL = GeoRS,
VOLUME = "41",
YEAR = "2003",
NUMBER = "4",
MONTH = "April",
PAGES = "863-871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143556"}
@article{bb147626,
AUTHOR = "Plaza, A. and Martinez, P. and Perez, R. and Plaza, J.",
TITLE = "A new approach to mixed pixel classification of hyperspectral imagery
based on extended morphological profiles",
JOURNAL = PR,
VOLUME = "37",
YEAR = "2004",
NUMBER = "6",
MONTH = "June",
PAGES = "1097-1116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143557"}
@article{bb147627,
AUTHOR = "Plaza, A. and Martinez, P. and Plaza, J. and Perez, R.",
TITLE = "Dimensionality Reduction and Classification of Hyperspectral Image Data
Using Sequences of Extended Morphological Transformations",
JOURNAL = GeoRS,
VOLUME = "43",
YEAR = "2005",
NUMBER = "3",
MONTH = "March",
PAGES = "466-479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143558"}
@article{bb147628,
AUTHOR = "Yang, L.",
TITLE = "Distance-preserving mapping of patterns to 3-space",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "1",
MONTH = "January",
PAGES = "119-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143559"}
@article{bb147629,
AUTHOR = "Yang, L.",
TITLE = "Distance-preserving projection of high dimensional data",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "2",
MONTH = "January",
PAGES = "259-266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143560"}
@article{bb147630,
AUTHOR = "Yang, L.",
TITLE = "Distance-Preserving Projection of High-Dimensional Data for Nonlinear
Dimensionality Reduction",
JOURNAL = PAMI,
VOLUME = "26",
YEAR = "2004",
NUMBER = "9",
MONTH = "September",
PAGES = "1243-1246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143561"}
@inproceedings{bb147631,
AUTHOR = "Yang, L.",
TITLE = "Locally Multidimensional Scaling for Nonlinear Dimensionality Reduction",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "IV: 202-205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143562"}
@article{bb147632,
AUTHOR = "Yang, L.",
TITLE = "Alignment of Overlapping Locally Scaled Patches for Multidimensional
Scaling and Dimensionality Reduction",
JOURNAL = PAMI,
VOLUME = "30",
YEAR = "2008",
NUMBER = "3",
MONTH = "March",
PAGES = "438-450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143563"}
@inproceedings{bb147633,
AUTHOR = "Zhao, D.F. and Yang, L.",
TITLE = "Incremental Construction of Neighborhood Graphs for Nonlinear
Dimensionality Reduction",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 177-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143564"}
@article{bb147634,
AUTHOR = "Chang, C.I. and Du, Q.",
TITLE = "Estimation of number of spectrally distinct signal sources in
hyperspectral imagery",
JOURNAL = GeoRS,
VOLUME = "42",
YEAR = "2004",
NUMBER = "3",
MONTH = "March",
PAGES = "608-619",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143565"}
@article{bb147635,
AUTHOR = "Wang, J. and Chang, C.I.",
TITLE = "Independent Component Analysis-Based Dimensionality Reduction With
Applications in Hyperspectral Image Analysis",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "1586-1600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143566"}
@article{bb147636,
AUTHOR = "Chang, C.I. and Jiao, X.L. and Wu, C.C. and Du, E.Y. and Chen, H.M.",
TITLE = "Component Analysis-Based Unsupervised Linear Spectral Mixture Analysis
for Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "11",
MONTH = "November",
PAGES = "4123-4137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143567"}
@article{bb147637,
AUTHOR = "Bandos, T.V. and Bruzzone, L. and Camps Valls, G.",
TITLE = "Classification of Hyperspectral Images With Regularized Linear
Discriminant Analysis",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "3",
MONTH = "March",
PAGES = "862-873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143568"}
@inproceedings{bb147638,
AUTHOR = "Camps Valls, G. and Serrano Lopez, A.J. and Gomez Chova, L. and Martin Guerrero, J.D. and Calpe Maravilla, J. and Moreno, J.",
TITLE = "Regularized RBF Networks for Hyperspectral Data Classification",
BOOKTITLE = ICIAR04,
YEAR = "2004",
PAGES = "II: 429-436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143569"}
@article{bb147639,
AUTHOR = "Zhong, Y. and Zhang, L. and Huang, B. and Li, P.",
TITLE = "An Unsupervised Artificial Immune Classifier for Multi/Hyperspectral
Remote Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "2",
MONTH = "February",
PAGES = "420-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143570"}
@article{bb147640,
AUTHOR = "Jiao, H. and Zhong, Y. and Zhang, L.",
TITLE = "An Unsupervised Spectral Matching Classifier Based on Artificial DNA
Computing for Hyperspectral Remote Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "8",
MONTH = "August",
PAGES = "4524-4538",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143571"}
@article{bb147641,
AUTHOR = "Ma, A. and Zhong, Y. and Zhao, B. and Jiao, H. and Zhang, L.",
TITLE = "Semisupervised Subspace-Based DNA Encoding and Matching Classifier
for Hyperspectral Remote Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4402-4418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143572"}
@article{bb147642,
AUTHOR = "Zhong, Y.F. and Zhang, L.P. and Gong, J. and Li, P.",
TITLE = "A Supervised Artificial Immune Classifier for Remote-Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "12",
MONTH = "December",
PAGES = "3957-3966",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143573"}
@article{bb147643,
AUTHOR = "Pang, Y. and Yuan, Y. and Li, X.L.",
TITLE = "Effective Feature Extraction in High-Dimensional Space",
JOURNAL = SMC-B,
VOLUME = "38",
YEAR = "2008",
NUMBER = "6",
MONTH = "December",
PAGES = "1652-1656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143574"}
@article{bb147644,
AUTHOR = "Pang, Y. and Yuan, Y. and Li, X.L.",
TITLE = "Iterative Subspace Analysis Based on Feature Line Distance",
JOURNAL = IP,
VOLUME = "18",
YEAR = "2009",
NUMBER = "4",
MONTH = "April",
PAGES = "903-907",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143575"}
@article{bb147645,
AUTHOR = "Zhang, Z.Y. and Wang, J. and Zha, H.Y.",
TITLE = "Adaptive Manifold Learning",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "2",
MONTH = "February",
PAGES = "253-265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143576"}
@article{bb147646,
AUTHOR = "Ailon, N. and Chazelle, B.",
TITLE = "Faster Dimension Reduction",
JOURNAL = CACM,
VOLUME = "53",
YEAR = "2010",
NUMBER = "2",
MONTH = "February",
PAGES = "97-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143577"}
@article{bb147647,
AUTHOR = "Cardoso, A. and Wichert, A.",
TITLE = "Iterative random projections for high-dimensional data clustering",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "13",
MONTH = "October",
PAGES = "1749-1755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143578"}
@article{bb147648,
AUTHOR = "Jiao, H.Z. and Zhong, Y.F. and Zhang, L.P.",
TITLE = "Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm
for Hyperspectral Remote Sensing Data",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "10",
MONTH = "October",
PAGES = "4085-4104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143579"}
@article{bb147649,
AUTHOR = "Wu, K. and Zhao, D. and Zhong, Y.F. and Du, Q.",
TITLE = "Multi-Probe Based Artificial DNA Encoding and Matching Classifier for
Hyperspectral Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "8",
PAGES = "645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143580"}
@article{bb147650,
AUTHOR = "Zhong, Y.F. and Zhang, L.P.",
TITLE = "An Adaptive Artificial Immune Network for Supervised Classification of
Multi-/Hyperspectral Remote Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "3",
MONTH = "March",
PAGES = "894-909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143581"}
@article{bb147651,
AUTHOR = "Zhang, L. and Zhong, Y. and Huang, B. and Gong, J. and Li, P.",
TITLE = "Dimensionality Reduction Based on Clonal Selection for Hyperspectral
Imagery",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "12",
MONTH = "December",
PAGES = "4172-4186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143582"}
@article{bb147652,
AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
TITLE = "On Combining Multiple Features for Hyperspectral Remote Sensing Image
Classification",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "3",
MONTH = "March",
PAGES = "879-893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143583"}
@article{bb147653,
AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
TITLE = "A modified stochastic neighbor embedding for multi-feature dimension
reduction of remote sensing images",
JOURNAL = PandRS,
VOLUME = "83",
YEAR = "2013",
NUMBER = "1",
PAGES = "30-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT143584"}
@article{bb147654,
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#TT143585"}
@article{bb147655,
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#TT143586"}
@article{bb147656,
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#TT143587"}
@article{bb147657,
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#TT143588"}
@article{bb147658,
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#TT143589"}
@article{bb147659,
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#TT143590"}
@article{bb147660,
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#TT143591"}
@article{bb147661,
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#TT143592"}
@article{bb147662,
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#TT143593"}
@article{bb147663,
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#TT143594"}
@article{bb147664,
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#TT143595"}
@article{bb147665,
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#TT143596"}
@inproceedings{bb147666,
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#TT143597"}
@article{bb147667,
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#TT143598"}
@article{bb147668,
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#TT143599"}
@article{bb147669,
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#TT143600"}
@article{bb147670,
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#TT143601"}
@article{bb147671,
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#TT143602"}
@article{bb147672,
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#TT143603"}
@article{bb147673,
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#TT143604"}
@article{bb147674,
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#TT143605"}
@article{bb147675,
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#TT143606"}
@article{bb147676,
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#TT143607"}
@article{bb147677,
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#TT143608"}
@inproceedings{bb147678,
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#TT143609"}
@article{bb147679,
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#TT143610"}
@article{bb147680,
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#TT143611"}
@article{bb147681,
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#TT143612"}
@article{bb147682,
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#TT143613"}
@article{bb147683,
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#TT143614"}
@article{bb147684,
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#TT143615"}
@article{bb147685,
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#TT143616"}
@article{bb147686,
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#TT143617"}
@article{bb147687,
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#TT143618"}
@article{bb147688,
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#TT143619"}
@article{bb147689,
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#TT143620"}
@article{bb147690,
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#TT143621"}
@article{bb147691,
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#TT143622"}
@article{bb147692,
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#TT143623"}
@article{bb147693,
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#TT143624"}
@article{bb147694,
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#TT143625"}
@article{bb147695,
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#TT143626"}
@article{bb147696,
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#TT143627"}
@article{bb147697,
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#TT143628"}
@article{bb147698,
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#TT143629"}
@article{bb147699,
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#TT143630"}
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