Semi-supervised dimension reduction based on hypergraph embedding for hyperspectral images
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Ling Jing | Ling Zhen | Qiuling Hou | Wenwen Qiang | Weibao Du | Meng Lv | Ling Jing | Meng Lv | Ling Zhen | W. Qiang | Qiuling Hou | W. Du
[1] Jane You,et al. Low-rank matrix factorization with multiple Hypergraph regularizer , 2015, Pattern Recognit..
[2] Russell M. Mersereau,et al. On the impact of PCA dimension reduction for hyperspectral detection of difficult targets , 2005, IEEE Geoscience and Remote Sensing Letters.
[3] Yuxiao Hu,et al. Face recognition using Laplacianfaces , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[4] Bor-Chen Kuo,et al. Double Nearest Proportion Feature Extraction for Hyperspectral-Image Classification , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[5] Yuxiao Hu,et al. Learning a locality preserving subspace for visual recognition , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.
[6] Daoqiang Zhang,et al. Semi-Supervised Dimensionality Reduction ∗ , 2007 .
[7] Ming Cheng,et al. Combinative hypergraph learning for semi-supervised image classification , 2015, Neurocomputing.
[8] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[9] David J. Kriegman,et al. Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.
[10] Masashi Sugiyama,et al. Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis , 2007, J. Mach. Learn. Res..
[11] M. Turk,et al. Eigenfaces for Recognition , 1991, Journal of Cognitive Neuroscience.
[12] Chein-I Chang,et al. Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach , 1994, IEEE Trans. Geosci. Remote. Sens..
[13] Yuan Yan Tang,et al. Learning With Hypergraph for Hyperspectral Image Feature Extraction , 2015, IEEE Geoscience and Remote Sensing Letters.
[14] Yicong Zhou,et al. Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[15] Hassan Ghassemian,et al. Marginal discriminant analysis using support vectors for dimensionality reduction of hyperspectral data , 2016 .
[16] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[17] Gustavo Camps-Valls,et al. Composite kernels for hyperspectral image classification , 2006, IEEE Geoscience and Remote Sensing Letters.
[18] David A. Landgrebe,et al. Information Extraction Principles and Methods for Multispectral and Hyperspectral Image Data , 1999 .
[19] Bernhard Schölkopf,et al. Learning with Hypergraphs: Clustering, Classification, and Embedding , 2006, NIPS.
[20] Wilfried Philips,et al. Feature Extraction of Hyperspectral Images With Semisupervised Graph Learning , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[21] David J. Kriegman,et al. Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.
[22] Qian Du,et al. Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[23] Qingshan Liu,et al. Image retrieval via probabilistic hypergraph ranking , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[24] Jiamin Liu,et al. Semisupervised Sparse Manifold Discriminative Analysis for Feature Extraction of Hyperspectral Images , 2016, IEEE Transactions on Geoscience and Remote Sensing.
[25] Aleksandra Pizurica,et al. Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[26] Bor-Chen Kuo,et al. Nonparametric weighted feature extraction for classification , 2004, IEEE Transactions on Geoscience and Remote Sensing.
[27] Jun Zhou,et al. A hypergraph based semi-supervised band selection method for hyperspectral image classification , 2013, 2013 IEEE International Conference on Image Processing.
[28] James E. Fowler,et al. Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis , 2012, IEEE Transactions on Geoscience and Remote Sensing.