@article{bb130400, AUTHOR = "Shen, X.F. and Bao, W.X.", TITLE = "Hyperspectral Endmember Extraction Using Spatially Weighted Simplex Strategy", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126457"} @article{bb130401, AUTHOR = "Kowkabi, F. and Keshavarz, A.", TITLE = "Using spectral Geodesic and spatial Euclidean weights of neighbourhood pixels for hyperspectral Endmember Extraction preprocessing", JOURNAL = PandRS, VOLUME = "158", YEAR = "2019", PAGES = "201-218", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126458"} @article{bb130402, AUTHOR = "Bekit, A. and Chang, C.I. and Lampe, B. and Della Porta, C.J. and Wu, C.", TITLE = "N-FINDER for Finding Endmembers in Compressively Sensed Band Domain", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "1087-1101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126459"} @article{bb130403, AUTHOR = "Lampe, B. and Chang, C.I. and Bekit, A. and Della Porta, C.J.", TITLE = "Restricted Entropy and Spectrum Properties for the Compressively Sensed Domain in Hyperspectral Imaging", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "8", MONTH = "August", PAGES = "5642-5652", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126460"} @article{bb130404, AUTHOR = "Della Porta, C.J. and Chang, C.I.", TITLE = "Progressive Compressively Sensed Band Processing for Hyperspectral Classification", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "2378-2390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126461"} @article{bb130405, AUTHOR = "Zhu, X. and Kang, Y. and Liu, J.", TITLE = "Estimation of the Number of Endmembers via Thresholding Ridge Ratio Criterion", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "637-649", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126462"} @article{bb130406, AUTHOR = "Jiang, T.X. and van der Werff, H. and van der Meer, F.", TITLE = "Classification Endmember Selection with Multi-Temporal Hyperspectral Data", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126463"} @article{bb130407, AUTHOR = "Jiang, X. and Gong, M. and Zhan, T. and Zhang, M.", TITLE = "Multiobjective Endmember Extraction Based on Bilinear Mixture Model", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "11", MONTH = "November", PAGES = "8192-8210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT126464"} @article{bb130408, 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#TT126465"} @article{bb130409, 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#TT126466"} @article{bb130410, 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#TT126467"} @article{bb130411, 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#TT126468"} @article{bb130412, 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#TT126469"} @article{bb130413, 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#TT126470"} @article{bb130414, 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#TT126471"} @article{bb130415, 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#TT126472"} @article{bb130416, AUTHOR = "Song, M. and Li, Y. and Yang, T.T. and Xu, D.", 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#TT126473"} @article{bb130417, 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#TT126474"} @article{bb130418, 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#TT126475"} @inproceedings{bb130419, 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#TT126476"} @inproceedings{bb130420, 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#TT126477"} @inproceedings{bb130421, 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#TT126478"} @inproceedings{bb130422, 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#TT126479"} @inproceedings{bb130423, 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#TT126480"} @inproceedings{bb130424, 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#TT126481"} @inproceedings{bb130425, 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#TT126482"} @inproceedings{bb130426, 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#TT126483"} @inproceedings{bb130427, 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#TT126484"} @article{bb130428, 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/pattern615d1.html#TT126485"} @article{bb130429, 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/pattern615d1.html#TT126486"} @article{bb130430, 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/pattern615d1.html#TT126487"} @article{bb130431, 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/pattern615d1.html#TT126488"} @article{bb130432, 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/pattern615d1.html#TT126489"} @article{bb130433, 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/pattern615d1.html#TT126490"} @article{bb130434, 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/pattern615d1.html#TT126491"} @article{bb130435, 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/pattern615d1.html#TT126492"} @article{bb130436, 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/pattern615d1.html#TT126493"} @article{bb130437, 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/pattern615d1.html#TT126494"} @inproceedings{bb130438, 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/pattern615d1.html#TT126495"} @article{bb130439, 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/pattern615d1.html#TT126496"} @inproceedings{bb130440, 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/pattern615d1.html#TT126497"} @article{bb130441, 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/pattern615d1.html#TT126498"} @article{bb130442, 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/pattern615d1.html#TT126499"} @article{bb130443, 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/pattern615d1.html#TT126500"} @article{bb130444, 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/pattern615d1.html#TT126501"} @inproceedings{bb130445, 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/pattern615d1.html#TT126502"} @article{bb130446, 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/pattern615d1.html#TT126503"} @article{bb130447, 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/pattern615d1.html#TT126504"} @article{bb130448, 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/pattern615d1.html#TT126505"} @article{bb130449, 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/pattern615d1.html#TT126506"} @article{bb130450, 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/pattern615d1.html#TT126507"} @article{bb130451, 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/pattern615d1.html#TT126508"} @article{bb130452, 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/pattern615d1.html#TT126509"} @article{bb130453, 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/pattern615d1.html#TT126510"} @article{bb130454, 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/pattern615d1.html#TT126511"} @article{bb130455, 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/pattern615d1.html#TT126512"} @article{bb130456, 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/pattern615d1.html#TT126513"} @article{bb130457, 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/pattern615d1.html#TT126514"} @article{bb130458, 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/pattern615d1.html#TT126515"} @article{bb130459, 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/pattern615d1.html#TT126516"} @article{bb130460, 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/pattern615d1.html#TT126517"} @article{bb130461, 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/pattern615d1.html#TT126518"} @article{bb130462, 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/pattern615d1.html#TT126519"} @article{bb130463, 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/pattern615d1.html#TT126520"} @article{bb130464, 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/pattern615d1.html#TT126521"} @article{bb130465, 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/pattern615d1.html#TT126522"} @article{bb130466, 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/pattern615d1.html#TT126523"} @article{bb130467, AUTHOR = "Zhang, Q. and Tian, Y. and Yang, Y.P. and Pan, C.H.", TITLE = "Automatic Spatial-Spectral Feature Selection for Hyperspectral Image via Discriminative Sparse Multimodal Learning", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "261-279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126524"} @article{bb130468, 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/pattern615d1.html#TT126525"} @article{bb130469, 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/pattern615d1.html#TT126526"} @article{bb130470, 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/pattern615d1.html#TT126527"} @article{bb130471, 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/pattern615d1.html#TT126528"} @article{bb130472, 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/pattern615d1.html#TT126529"} @article{bb130473, AUTHOR = "Liu, R. and Gillies, D.F.", TITLE = "Overfitting in linear feature extraction for classification of high-dimensional image data", JOURNAL = PR, VOLUME = "53", YEAR = "2016", NUMBER = "1", PAGES = "73-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126530"} @article{bb130474, 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/pattern615d1.html#TT126531"} @inproceedings{bb130475, 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/pattern615d1.html#TT126532"} @article{bb130476, 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/pattern615d1.html#TT126533"} @article{bb130477, 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/pattern615d1.html#TT126534"} @article{bb130478, 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/pattern615d1.html#TT126535"} @article{bb130479, 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/pattern615d1.html#TT126536"} @article{bb130480, 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/pattern615d1.html#TT126537"} @article{bb130481, 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/pattern615d1.html#TT126538"} @article{bb130482, 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/pattern615d1.html#TT126539"} @article{bb130483, 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/pattern615d1.html#TT126540"} @article{bb130484, 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/pattern615d1.html#TT126541"} @article{bb130485, 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/pattern615d1.html#TT126542"} @article{bb130486, 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/pattern615d1.html#TT126543"} @inproceedings{bb130487, 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/pattern615d1.html#TT126544"} @article{bb130488, 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/pattern615d1.html#TT126545"} @article{bb130489, 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/pattern615d1.html#TT126546"} @article{bb130490, 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/pattern615d1.html#TT126547"} @article{bb130491, 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/pattern615d1.html#TT126548"} @article{bb130492, 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/pattern615d1.html#TT126549"} @article{bb130493, 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/pattern615d1.html#TT126550"} @article{bb130494, 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/pattern615d1.html#TT126551"} @article{bb130495, 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/pattern615d1.html#TT126552"} @article{bb130496, 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/pattern615d1.html#TT126553"} @article{bb130497, 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/pattern615d1.html#TT126554"} @article{bb130498, 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/pattern615d1.html#TT126555"} @article{bb130499, 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/pattern615d1.html#TT126556"}