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@article{bb108303, AUTHOR = "Imani, M. and Ghassemian, H.", TITLE = "Feature space discriminant analysis for hyperspectral data feature reduction", JOURNAL = PandRS, VOLUME = "102", YEAR = "2015", NUMBER = "1", PAGES = "1-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104655"} @article{bb108304, AUTHOR = "Imani, M. and Ghassemian, H.", TITLE = "Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "270-279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104656"} @inproceedings{bb108305, AUTHOR = "Dowlatshah, M. and Ghassemian, H. and Imani, M.", TITLE = "Spatial-spectral Morphological Feature Extraction for Hyperspectral Images Classification", BOOKTITLE = SMPR19, YEAR = "2019", PAGES = "315-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104657"} @article{bb108306, AUTHOR = "Imani, M. and Ghassemian, H.", TITLE = "Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data", JOURNAL = IET-IPR, VOLUME = "11", YEAR = "2017", NUMBER = "3", MONTH = "March", PAGES = "164-172", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104658"} @article{bb108307, AUTHOR = "Zabalza, J. and Ren, J.C. and Zheng, J.B. and Han, J.W. and Zhao, H.M. and Li, S.T. and Marshall, S.", TITLE = "Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "8", MONTH = "August", PAGES = "4418-4433", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104659"} @article{bb108308, AUTHOR = "Guan, L.X. and Xie, W.X. and Pei, J.H.", TITLE = "Segmented minimum noise fraction transformation for efficient feature extraction of hyperspectral images", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "10", PAGES = "3216-3226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104660"} @article{bb108309, AUTHOR = "Long, Y. and Li, H.C. and Celik, T. and Longbotham, N. and Emery, W.J.", TITLE = "Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization", JOURNAL = RS, VOLUME = "7", YEAR = "2015", NUMBER = "6", PAGES = "7785", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104661"} @article{bb108310, AUTHOR = "Wang, H.R. and Celik, T.", TITLE = "Sparse representation-based hyperspectral image classification", JOURNAL = SIViP, VOLUME = "12", YEAR = "2018", NUMBER = "5", MONTH = "July", PAGES = "1009-1017", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104662"} @article{bb108311, AUTHOR = "Yang, S.Y. and Wang, M. and Li, P. and Jin, L. and Wu, B. and Jiao, L.C.", TITLE = "Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "5943-5957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104663"} @article{bb108312, AUTHOR = "Sumarsono, A. and Du, Q.", TITLE = "Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "6286-6292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104664"} @article{bb108313, AUTHOR = "Falco, N. and Benediktsson, J.A. and Bruzzone, L.", TITLE = "Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "6223-6240", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104665"} @article{bb108314, AUTHOR = "Bhardwaj, K. and Patra, S. and Bruzzone, L.", TITLE = "Threshold-Free Attribute Profile for Classification of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "10", MONTH = "October", PAGES = "7731-7742", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104666"} @article{bb108315, AUTHOR = "Chen, Y.N. and Hsieh, C.T. and Wen, M.G. and Han, C.C. and Fan, K.C.", TITLE = "A Dimension Reduction Framework for HSI Classification Using Fuzzy and Kernel NFLE Transformation", JOURNAL = RS, VOLUME = "7", YEAR = "2015", NUMBER = "11", PAGES = "14292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104667"} @article{bb108316, AUTHOR = "Hang, R. and Liu, Q. and Song, H. and Sun, Y.", TITLE = "Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image Spatial-Spectral Feature Fusion", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "783-794", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104668"} @article{bb108317, AUTHOR = "Peng, J.T. and Luo, T.", TITLE = "Sparse matrix transform-based linear discriminant analysis for hyperspectral image classification", JOURNAL = SIViP, VOLUME = "10", YEAR = "2016", NUMBER = "4", MONTH = "April", PAGES = "761-768", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104669"} @article{bb108318, AUTHOR = "Veganzones, M.A. and Cohen, J.E. and Cabral Farias, R. and Chanussot, J. and Comon, P.", TITLE = "Nonnegative Tensor CP Decomposition of Hyperspectral Data", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "2577-2588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104670"} @article{bb108319, AUTHOR = "Halimi, A. and Honeine, P. and Kharouf, M. and Richard, C. and Tourneret, J.Y.", TITLE = "Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "3811-3821", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104671"} @article{bb108320, AUTHOR = "Drumetz, L. and Veganzones, M.A. and Gomez, R.M. and Tochon, G. and Mura, M.D. and Licciardi, G.A. and Jutten, C. and Chanussot, J.", TITLE = "Hyperspectral Local Intrinsic Dimensionality", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "4063-4078", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104672"} @article{bb108321, AUTHOR = "Xia, J.S. and Bombrun, L. and Adali, T. and Berthoumieu, Y. and Germain, C.", TITLE = "Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "8", MONTH = "August", PAGES = "4971-4982", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104673"} @inproceedings{bb108322, AUTHOR = "Xia, J.S. and Bombrun, L. and Berthoumieu, Y. and Germain, C.", TITLE = "Multiple features learning via rotation strategy", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "2206-2210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104674"} @article{bb108323, AUTHOR = "Luo, F. and Huang, H. and Ma, Z. and Liu, J.", TITLE = "Semisupervised Sparse Manifold Discriminative Analysis for Feature Extraction of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "10", MONTH = "October", PAGES = "6197-6211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104675"} @article{bb108324, AUTHOR = "He, Z. and Li, J. and Liu, L. and Liu, K. and Zhuo, L.", TITLE = "Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "11", MONTH = "November", PAGES = "6625-6643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104676"} @article{bb108325, AUTHOR = "He, Z. and Li, J. and Liu, K. and Liu, L. and Tao, H.", TITLE = "Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "7", MONTH = "July", PAGES = "4193-4208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104677"} @article{bb108326, AUTHOR = "He, Z. and Liu, L.", TITLE = "Robust multitask learning with three-dimensional empirical mode decomposition-based features for hyperspectral classification", JOURNAL = PandRS, VOLUME = "121", YEAR = "2016", NUMBER = "1", PAGES = "11-27", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104678"} @article{bb108327, AUTHOR = "Allab, K. and Labiod, L. and Nadif, M.", TITLE = "Multi-manifold matrix decomposition for data co-clustering", JOURNAL = PR, VOLUME = "64", YEAR = "2017", NUMBER = "1", PAGES = "386-398", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104679"} @article{bb108328, AUTHOR = "Nadif, M. and Labiod, L. and Allab, K.", TITLE = "Multi-manifold matrix decomposition for data co-clustering", JOURNAL = PR, VOLUME = "69", YEAR = "2017", NUMBER = "1", PAGES = "352-353", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104679"} @article{bb108329, AUTHOR = "Ahlberg, J.", TITLE = "Optimizing Object, Atmosphere, and Sensor Parameters in Thermal Hyperspectral Imagery", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "2", MONTH = "February", PAGES = "658-670", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104680"} @article{bb108330, AUTHOR = "Damodaran, B.B. and Courty, N. and Lefevre, S.", TITLE = "Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "2385-2398", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104681"} @article{bb108331, AUTHOR = "Kemker, R. and Kanan, C.", TITLE = "Self-Taught Feature Learning for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "5", MONTH = "May", PAGES = "2693-2705", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104682"} @article{bb108332, AUTHOR = "Dong, Y. and Du, B. and Zhang, L. and Zhang, L.", TITLE = "Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "5", MONTH = "May", PAGES = "2509-2524", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104683"} @article{bb108333, AUTHOR = "Sun, W.W. and Yang, G. and Du, B. and Zhang, L.F. and Zhang, L.P.", TITLE = "A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "7", MONTH = "July", PAGES = "4032-4046", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104684"} @article{bb108334, AUTHOR = "Li, X. and Zhang, L.P. and Du, B. and Zhang, L.F.", TITLE = "On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "6", MONTH = "June", PAGES = "3204-3220", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104685"} @article{bb108335, AUTHOR = "Luo, F. and Huang, H. and Duan, Y. and Liu, J. and Liao, Y.H.", TITLE = "Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104686"} @article{bb108336, AUTHOR = "Rivera Caicedo, J.P. and Verrelst, J. and Munoz Mari, J. and Camps Valls, G. and Moreno, J.", TITLE = "Hyperspectral dimensionality reduction for biophysical variable statistical retrieval", JOURNAL = PandRS, VOLUME = "132", YEAR = "2017", NUMBER = "1", PAGES = "88-101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104687"} @article{bb108337, AUTHOR = "Wu, H. and Prasad, S.", TITLE = "Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "212-224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104688"} @article{bb108338, AUTHOR = "Wu, H. and Prasad, S.", TITLE = "Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "3", MONTH = "March", PAGES = "1259-1270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104689"} @article{bb108339, AUTHOR = "Rocha, A.D. and Groen, T.A. and Skidmore, A.K. and Darvishzadeh, R. and Willemen, L.", TITLE = "The Naïve Overfitting Index Selection (NOIS): A new method to optimize model complexity for hyperspectral data", JOURNAL = PandRS, VOLUME = "133", YEAR = "2017", NUMBER = "Supplement C", PAGES = "61-74", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104690"} @article{bb108340, AUTHOR = "Lee, G.", TITLE = "Fast computation of the compressive hyperspectral imaging by using alternating least squares methods", JOURNAL = SP:IC, VOLUME = "60", YEAR = "2018", NUMBER = "1", PAGES = "100-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104691"} @article{bb108341, AUTHOR = "Lee, G.", TITLE = "An Efficient Compressive Hyperspectral Imaging Algorithm Based on Sequential Computations of Alternating Least Squares", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104692"} @article{bb108342, AUTHOR = "Qiao, T. and Yang, Z.J. and Ren, J.C. and Yuen, P. and Zhao, H.M. and Sun, G. and Marshall, S. and Benediktsson, J.A.", TITLE = "Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging", JOURNAL = PR, VOLUME = "77", YEAR = "2018", PAGES = "316-328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104693"} @article{bb108343, AUTHOR = "Sun, H. and Ren, J.C. and Zhao, H.M. and Yan, Y.J. and Zabalza, J. and Marshall, S.", TITLE = "Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104694"} @article{bb108344, AUTHOR = "Fang, B. and Li, Y. and Zhang, H.K. and Chan, J.C.W.", TITLE = "Semi-Supervised Deep Learning Classification for Hyperspectral Image Based on Dual-Strategy Sample Selection", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104695"} @article{bb108345, AUTHOR = "Fang, B. and Li, Y. and Zhang, H.K. and Chan, J.C.W.", TITLE = "Collaborative Learning of Lightweight Convolutional Neural Network and Deep Clustering for Hyperspectral Image Semi-Supervised Classification with Limited Training Samples", JOURNAL = PandRS, VOLUME = "161", YEAR = "2020", PAGES = "164-178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104696"} @article{bb108346, AUTHOR = "Liu, Q.C. and Xiao, L. and Yang, J.X. and Chan, J.C.W.", TITLE = "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "9", MONTH = "September", PAGES = "6124-6137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104697"} @article{bb108347, AUTHOR = "Fang, B. and Li, Y. and Zhang, H.K. and Chan, J.C.W.", TITLE = "Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104698"} @article{bb108348, AUTHOR = "Ding, C. and Li, Y. and Xia, Y. and Wei, W. and Zhang, L. and Zhang, Y.N.", TITLE = "Convolutional Neural Networks Based Hyperspectral Image Classification Method with Adaptive Kernels", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104699"} @article{bb108349, AUTHOR = "Li, Y. and Zhang, H.K. and Shen, Q.A.", TITLE = "Spectral-Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104700"} @article{bb108350, AUTHOR = "Ding, C. and Li, Y. and Xia, Y. and Zhang, L. and Zhang, Y.N.", TITLE = "Automatic Kernel Size Determination for Deep Neural Networks Based Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104701"} @article{bb108351, AUTHOR = "Mei, S. and Hou, J. and Chen, J. and Chau, L.P. and Du, Q.", TITLE = "Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "2872-2886", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104702"} @article{bb108352, AUTHOR = "Torti, E. and Fontanella, A. and Plaza, A.", TITLE = "Parallel real-time virtual dimensionality estimation for hyperspectral images", JOURNAL = RealTimeIP, VOLUME = "14", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "753-761", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104703"} @article{bb108353, AUTHOR = "Martel, E. and Lazcano, R. and Lopez, J. and Madronal, D. and Salvador, R. and Lopez, S. and Juarez, E. and Guerra, R. and Sanz, C. and Sarmiento, R.", TITLE = "Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104704"} @article{bb108354, AUTHOR = "Zhang, W.Q. and Li, X.R. and Zhao, L.Y.", TITLE = "Discovering the Representative Subset with Low Redundancy for Hyperspectral Feature Selection", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104705"} @article{bb108355, AUTHOR = "An, J.L. and Zhang, X.R. and Zhou, H.Y. and Jiao, L.C.", TITLE = "Tensor-Based Low-Rank Graph With Multimanifold Regularization for Dimensionality Reduction of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "4731-4746", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104706"} @article{bb108356, AUTHOR = "An, J.L. and Lei, J.H. and Song, Y.Z. and Zhang, X.R. and Guo, J.", TITLE = "Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104707"} @article{bb108357, AUTHOR = "Jiang, J.J. and Ma, J.Y. and Chen, C. and Wang, Z.Y. and Cai, Z.H. and Wang, L.Z.", TITLE = "SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "4581-4593", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104708"} @article{bb108358, AUTHOR = "Gonzalez, C. and Lopez, S. and Mozos, D. and Sarmiento, R.", TITLE = "A novel FPGA-based architecture for the estimation of the virtual dimensionality in remotely sensed hyperspectral images", JOURNAL = RealTimeIP, VOLUME = "15", YEAR = "2018", NUMBER = "2", MONTH = "August", PAGES = "297-308", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104709"} @article{bb108359, AUTHOR = "Wang, Q. and He, X. and Li, X.L.", TITLE = "Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "911-923", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104710"} @article{bb108360, AUTHOR = "Peng, J. and Sun, W. and Du, Q.", TITLE = "Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "1183-1194", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104711"} @article{bb108361, AUTHOR = "Jiang, X.W. and Song, X. and Zhang, Y.S. and Jiang, J.J. and Gao, J.B. and Cai, Z.H.", TITLE = "Laplacian Regularized Spatial-Aware Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery", JOURNAL = RS, VOLUME = "11", YEAR = "2018", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104712"} @article{bb108362, AUTHOR = "Shamsolmoali, P. and Zareapoor, M. and Yang, J.", TITLE = "Convolutional Neural Network in Network (CNNiN): Hyperspectral Image Classification and Dimensionality Reduction", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "246-253", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104713"} @article{bb108363, AUTHOR = "Chen, W. and Yang, Z. and Cao, F. and Yan, Y.J. and Wang, M. and Qing, C.M. and Cheng, Y.Q.", TITLE = "Dimensionality reduction based on determinantal point process and singular spectrum analysis for hyperspectral images", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "299-306", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104714"} @article{bb108364, AUTHOR = "Jiang, B. and Ding, C. and Tang, J. and Luo, B.", TITLE = "Image Representation and Learning With Graph-Laplacian Tucker Tensor Decomposition", JOURNAL = Cyber, VOLUME = "49", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "1417-1426", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104715"} @inproceedings{bb108365, AUTHOR = "Zhang, M. and Ding, C.", TITLE = "Robust Tucker Tensor Decomposition for Effective Image Representation", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "2448-2455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104716"} @article{bb108366, AUTHOR = "Huang, H. and Li, Z.Y. and Pan, Y.S.", TITLE = "Multi-Feature Manifold Discriminant Analysis for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104717"} @inproceedings{bb108367, AUTHOR = "Pan, Y.S. and Wu, J.Y. and Huang, H. and Liu, J.M.", TITLE = "Spectral Regression Discriminant Analysis for Hyperspectral Image Classification", BOOKTITLE = ISPRS12, YEAR = "2012", PAGES = "XXXIX-B3:503-508", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104718"} @article{bb108368, AUTHOR = "Huang, H. and Liu, J. and Pan, Y.S.", TITLE = "Semi-supervised Marginal Fisher Analysis for Hyperspectral Image Classification", JOURNAL = AnnalsPRS, VOLUME = "I-3", YEAR = "2012", NUMBER = "2012", PAGES = "377-382", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104719"} @article{bb108369, AUTHOR = "Ahmadi, S.A. and Mehrshad, N. and Razavi, S.M.", TITLE = "Supervised feature extraction method based on low-rank representation with preserving local pairwise constraints for hyperspectral images", JOURNAL = SIViP, VOLUME = "13", YEAR = "2019", NUMBER = "3", MONTH = "April", PAGES = "583-590", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104720"} @article{bb108370, AUTHOR = "Zhang, M. and Gong, M. and Mao, Y. and Li, J. and Wu, Y.", TITLE = "Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "5", MONTH = "May", PAGES = "2669-2688", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104721"} @article{bb108371, AUTHOR = "Berman, M.", TITLE = "Improved Estimation of the Intrinsic Dimension of a Hyperspectral Image Using Random Matrix Theory", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104722"} @article{bb108372, AUTHOR = "Mohanty, R. and Happy, S.L. and Routray, A.", TITLE = "A Semisupervised Spatial Spectral Regularized Manifold Local Scaling Cut With HGF for Dimensionality Reduction of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "6", MONTH = "June", PAGES = "3423-3435", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104723"} @article{bb108373, AUTHOR = "Zhang, L. and Su, H.J. and Shen, J.W.", TITLE = "Hyperspectral Dimensionality Reduction Based on Multiscale Superpixelwise Kernel Principal Component Analysis", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104724"} @article{bb108374, AUTHOR = "An, J.L. and Song, Y.Z. and Guo, Y. and Ma, X.X. and Zhang, X.R.", TITLE = "Tensor Discriminant Analysis via Compact Feature Representation for Hyperspectral Images Dimensionality Reduction", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104725"} @article{bb108375, AUTHOR = "Fernandez, D. and Gonzalez, C. and Mozos, D. and Lopez, S.", TITLE = "FPGA implementation of the principal component analysis algorithm for dimensionality reduction of hyperspectral images", JOURNAL = RealTimeIP, VOLUME = "16", YEAR = "2019", NUMBER = "5", MONTH = "October", PAGES = "1395-1406", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104726"} @article{bb108376, AUTHOR = "Inamdar, D. and Kalacska, M. and Leblanc, G. and Arroyo Mora, J.P.", TITLE = "Characterizing and Mitigating Sensor Generated Spatial Correlations in Airborne Hyperspectral Imaging Data", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104727"} @article{bb108377, AUTHOR = "Ren, J. and Wang, R.X. and Liu, G. and Feng, R. and Wang, Y.N. and Wu, W.", TITLE = "Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104728"} @article{bb108378, AUTHOR = "Zhao, B. and Ulfarsson, M.O. and Sveinsson, J.R. and Chanussot, J.", TITLE = "Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104729"} @article{bb108379, AUTHOR = "Wan, Y. and Ma, A. and Zhong, Y. and Hu, X. and Zhang, L.", TITLE = "Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "5", MONTH = "May", PAGES = "3601-3618", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104730"} @article{bb108380, AUTHOR = "Wang, W.N. and Mou, X.Q. and Liu, X.B.", TITLE = "Modified eigenvector-based feature extraction for hyperspectral image classification using limited samples", JOURNAL = SIViP, VOLUME = "14", YEAR = "2020", NUMBER = "4", MONTH = "June", PAGES = "711-717", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104731"} @article{bb108381, AUTHOR = "Albarracin, J.F.H. and Oliveira, R.S. and Hirota, M. and dos Santos, J.A. and da Silva Torres, R.", TITLE = "A Soft Computing Approach for Selecting and Combining Spectral Bands", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104732"} @article{bb108382, AUTHOR = "Huang, H. and Li, Z.Y. and He, H.B. and Duan, Y. and Yang, S.", TITLE = "Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104733"} @article{bb108383, AUTHOR = "Zaatour, R. and Bouzidi, S. and Zagrouba, E.", TITLE = "Unsupervised Image-Adapted Local Fisher Discriminant Analysis to Reduce Hyperspectral Images Without Ground Truth", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "11", MONTH = "November", PAGES = "7931-7941", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104734"} @inproceedings{bb108384, AUTHOR = "Zaatour, R. and Bouzidi, S. and Zagrouba, E.", TITLE = "Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures", BOOKTITLE = ACIVS18, YEAR = "2018", PAGES = "245-257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104735"} @article{bb108385, AUTHOR = "Zhang, M.H. and Gao, Y.S. and Sun, C.M. and Blumenstein, M.", TITLE = "Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "150-162", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104736"} @article{bb108386, AUTHOR = "Su, S.Z. and Fang, X.J. and Yang, G.M. and Ge, B. and Zheng, P.", TITLE = "Clustering adaptive canonical correlations for high-dimensional multi-modal data", JOURNAL = JVCIR, VOLUME = "71", YEAR = "2020", PAGES = "102815", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104737"} @inproceedings{bb108387, AUTHOR = "Cohen, L. and Almog, O. and Shoshany, M.", TITLE = "Improving Classification of Multispectral Images Based on Selected Relations", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B3:377-381", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104738"} @inproceedings{bb108388, AUTHOR = "Ayma, V.H. and Ayma, V.A. and Gutierrez, J.", TITLE = "Dimensionality Reduction Via An Orthogonal Autoencoder Approach For Hyperspectral Image Classification", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B3:357-362", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104739"} @inproceedings{bb108389, AUTHOR = "Deepa, C. and Shetty, A. and Narasimhadhan, A.V.", TITLE = "Quality Assessment of Dimensionality Reduction Techniques On Hyperspectral Data: A Neural Network Based Approach", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B3:389-394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104740"} @inproceedings{bb108390, AUTHOR = "Alizadeh Moghaddam, S.H. and Mokhtarzade, M. and Alizadeh Moghaddam, S.A.", TITLE = "A New Multiple Classifier System Based on a PSO Algorithm for The Classification of Hyperspectral Images", BOOKTITLE = SMPR19, YEAR = "2019", PAGES = "71-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104741"} @inproceedings{bb108391, AUTHOR = "Li, J. and Chen, F. and Yang, D.", TITLE = "Generative Band Feature Enhancement for Hyperspectral Image Classification", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1918-1923", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104742"} @inproceedings{bb108392, AUTHOR = "Louis, M. and Charlier, B. and Durrleman, S.", TITLE = "Geodesic Discriminant Analysis for Manifold-Valued Data", BOOKTITLE = Diff-CVML18, YEAR = "2018", PAGES = "445-4458", BIBSOURCE = 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"http://www.visionbib.com/bibliography/pattern615d1.html#TT104746"} @inproceedings{bb108396, AUTHOR = "Alasvand, Z. and Naderan, M. and Akbarizadeh, G.", TITLE = "Superpixel-based feature learning for joint sparse representation of hyperspectral images", BOOKTITLE = IPRIA17, YEAR = "2017", PAGES = "156-159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104747"} @inproceedings{bb108397, AUTHOR = "Boyarski, A. and Bronstein, A.M. and Bronstein, M.M.", TITLE = "Subspace Least Squares Multidimensional Scaling", BOOKTITLE = SSVM17, YEAR = "2017", PAGES = "681-693", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104748"} @inproceedings{bb108398, AUTHOR = "Hirakawa, K.", TITLE = "Fourier Multispectral Imaging: Measuring Spectra, One Sinusoid at a Time", BOOKTITLE = CCIW17, YEAR = "2017", PAGES = "3-12", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104749"} @inproceedings{bb108399, AUTHOR = "Raytchev, B. and Katamoto, Y. and Koujiba, M. and Tamaki, T. and Kaneda, K.", TITLE = "Ensemble-based local learning for high-dimensional data regression", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "2640-2645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104750"}