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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#TT104572"} @article{bb108221, 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#TT104573"} @article{bb108222, 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#TT104574"} @article{bb108223, 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#TT104575"} @article{bb108224, 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#TT104576"} @article{bb108225, 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#TT104577"} @article{bb108226, 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#TT104578"} @article{bb108227, 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#TT104579"} @article{bb108228, 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#TT104580"} @article{bb108229, 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#TT104581"} @article{bb108230, 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#TT104582"} @article{bb108231, 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#TT104583"} @article{bb108232, 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#TT104584"} @article{bb108233, 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#TT104585"} @article{bb108234, 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#TT104586"} @inproceedings{bb108235, 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#TT104587"} @article{bb108236, 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#TT104588"} @article{bb108237, 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#TT104589"} @article{bb108238, 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#TT104590"} @article{bb108239, 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, 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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#TT104594"} @article{bb108243, 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#TT104595"} @article{bb108244, 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#TT104596"} @article{bb108245, 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#TT104597"} @article{bb108246, 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#TT104598"} @inproceedings{bb108247, 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#TT104599"} @article{bb108248, 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#TT104600"} @article{bb108249, 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#TT104601"} @article{bb108250, 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#TT104602"} @article{bb108251, 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#TT104603"} @article{bb108252, 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#TT104604"} @article{bb108253, 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#TT104605"} @article{bb108254, 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#TT104606"} @article{bb108255, 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#TT104607"} @article{bb108256, 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#TT104608"} @article{bb108257, 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#TT104609"} @article{bb108258, 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#TT104610"} @article{bb108259, 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/pattern615d1.html#TT104611"} @article{bb108260, 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/pattern615d1.html#TT104612"} @article{bb108261, 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/pattern615d1.html#TT104613"} @article{bb108262, 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/pattern615d1.html#TT104614"} @article{bb108263, 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/pattern615d1.html#TT104615"} @article{bb108264, 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/pattern615d1.html#TT104616"} @article{bb108265, 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/pattern615d1.html#TT104617"} @article{bb108266, 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/pattern615d1.html#TT104618"} @article{bb108267, 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/pattern615d1.html#TT104619"} @article{bb108268, 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/pattern615d1.html#TT104620"} @article{bb108269, 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/pattern615d1.html#TT104621"} @article{bb108270, 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/pattern615d1.html#TT104622"} @article{bb108271, 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/pattern615d1.html#TT104623"} @article{bb108272, 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/pattern615d1.html#TT104624"} @article{bb108273, 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/pattern615d1.html#TT104625"} @article{bb108274, 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/pattern615d1.html#TT104626"} @article{bb108275, AUTHOR = "Liao, L. and Zhang, Y. 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/pattern615d1.html#TT104627"} @article{bb108276, 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/pattern615d1.html#TT104628"} @article{bb108277, 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/pattern615d1.html#TT104629"} @article{bb108278, AUTHOR = "Demarchi, L. and Canters, F. and Cariou, C. and Licciardi, G. and Chan, J.C.W.", TITLE = "Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping", JOURNAL = PandRS, VOLUME = "87", YEAR = "2014", NUMBER = "1", PAGES = "166-179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104630"} @article{bb108279, AUTHOR = "Priem, F. and Canters, F.", TITLE = "Synergistic Use of LiDAR and APEX Hyperspectral Data for High-Resolution Urban Land Cover Mapping", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "10", PAGES = "787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104631"} @article{bb108280, 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/pattern615d1.html#TT104632"} @article{bb108281, 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/pattern615d1.html#TT104633"} @article{bb108282, 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/pattern615d1.html#TT104634"} @article{bb108283, AUTHOR = "Lu, Q. 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/pattern615d1.html#TT104635"} @article{bb108284, 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/pattern615d1.html#TT104636"} @article{bb108285, AUTHOR = "Pu, H. 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/pattern615d1.html#TT104637"} @article{bb108286, 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/pattern615d1.html#TT104638"} @article{bb108287, AUTHOR = "Tang, Y.Y. and Yuan, H.L. and Li, L.Q.", TITLE = "Manifold-Based Sparse Representation for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "12", MONTH = "December", PAGES = "7606-7618", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104639"} @article{bb108288, AUTHOR = "Hu, S.X. and Xu, C.H. and Peng, J.T. and Xu, Y. and Tian, L.", TITLE = "Weighted Kernel joint sparse representation for hyperspectral image classification", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "254-260", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104640"} @article{bb108289, AUTHOR = "Zhou, Y.C. and Peng, J.T. and Chen, C.L.P.", TITLE = "Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "1082-1095", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104641"} @article{bb108290, AUTHOR = "Peng, J.T. and Zhou, Y.C. and Chen, C.L.P.", TITLE = "Region-Kernel-Based Support Vector Machines for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "9", MONTH = "September", PAGES = "4810-4824", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104642"} @article{bb108291, AUTHOR = "Peng, J.T. and Du, Q.", TITLE = "Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "7152-7164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104643"} @article{bb108292, AUTHOR = "Bian, X.Y. and Chen, C. and Xu, Y. and Du, Q.", TITLE = "Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "12", PAGES = "985", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104644"} @article{bb108293, AUTHOR = "Pan, L. and Li, H.C. and Ni, J. and Chen, C. and Chen, X.D. and Du, Q.", TITLE = "GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint", JOURNAL = RealTimeIP, VOLUME = "14", YEAR = "2018", NUMBER = "3", MONTH = "October", PAGES = "463-475", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104645"} @article{bb108294, AUTHOR = "Hu, S.X. and Peng, J.T. and Fu, Y.X. and Li, L.Q.", TITLE = "Kernel Joint Sparse Representation Based on Self-Paced Learning for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104646"} @article{bb108295, AUTHOR = "Tang, Y.Y. and Lu, Y. and Yuan, H.L.", TITLE = "Hyperspectral Image Classification Based on Three-Dimensional Scattering Wavelet Transform", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "5", MONTH = "May", PAGES = "2467-2480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104647"} @article{bb108296, AUTHOR = "Luo, H.W. and Tang, Y.Y. and Wang, Y.L. and Wang, J.Z. and Yang, L. and Li, C.L. and Hu, T.B.", TITLE = "Hyperspectral Image Classification Based on Spectral-Spatial One-Dimensional Manifold Embedding", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "9", MONTH = "September", PAGES = "5319-5340", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104648"} @article{bb108297, AUTHOR = "Yuan, H. and Tang, Y.Y.", TITLE = "Spectral-Spatial Shared Linear Regression for Hyperspectral Image Classification", JOURNAL = Cyber, VOLUME = "47", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "934-945", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104649"} @inproceedings{bb108298, AUTHOR = "Luo, H.W. and Wang, Y.L. and Tang, Y.Y. and Li, C.L. and Wang, J.Z.", TITLE = "Hyperspectral image classification using distance metric based 1-dimensional manifold embedding", BOOKTITLE = ICWAPR16, YEAR = "2016", PAGES = "247-251", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104650"} @article{bb108299, 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/pattern615d1.html#TT104651"}