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Manifold-Based Sparse Representation for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2014,Volume: 52,Issue: 12,Page: 7606 - 7618
Authors:  Yuan Yan Tang;  Haoliang Yuan;  Luoqing Li
Favorite |  | TC[WOS]:0 TC[Scopus]:93 | Submit date:2018/10/30
Classification  Hyperspectral Image (Hsi)  Laplacian Eigenmap (Le)  Locally Linear Embedding (Lle)  Manifold Learning  Sparse Representation  
Hyperspectral image classification using functional data analysis Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 9,Page: 1544 - 1555
Authors:  Hong Li;  Guangrun Xiao;  Tian Xia;  Y. Y. Tang;  Luoqing Li
Favorite |  | TC[WOS]:39 TC[Scopus]:40 | Submit date:2018/10/30
Functional Data Analysis (Fda)  Functional Data Representation  Functional Principal Component Analysis (Fpca)  Hyperspectral Image Classification  Support Vector Machines (Svm)  
The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 9,Page: 1497 - 1507
Authors:  Bin Zou;  Yuan Yan Tang;  Zongben Xu;  Luoqing Li;  Jie Xu;  Yang Lu
Favorite |  | TC[WOS]:16 TC[Scopus]:18 | Submit date:2018/10/30
Generalization Performance  Markov Sampling  Regularized Regression Algorithms  Uniformly Ergodic Markov Chain  
Generalization performance of Gaussian kernels SVMC based on Markov sampling Journal article
Neural Networks, 2014,Volume: 53,Page: 40-51
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu
Favorite |  | TC[WOS]:13 TC[Scopus]:14 | Submit date:2019/02/11
Gaussian Rbf Kernels  Generalization Performance  Markov Sampling  Svmc  Uniformly Ergodic Markov Chain (U.e.m.c.)  
Hierarchical kernel-based rotation and scale invariant similarity Journal article
Pattern Recognition, 2014,Volume: 47,Issue: 4,Page: 1674-1688
Authors:  Y.Y. Tang;  Tian Xia;  Yantao Wei;  Hong Li;  Luoqing Li
Favorite |  | TC[WOS]:11 TC[Scopus]:11 | Submit date:2019/02/11
Hierarchical Kernels  Image Similarity Measure  Log-polar Transform  Rotation And Scale Invariance