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Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
作者:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan;  Tao, Dacheng
收藏  |  浏览/下载:12/0  |  提交时间:2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Cross-Domain Recognition by Identifying Joint Subspaces of Source Domain and Target Domain Journal article
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 4,Page: 1090-1101
作者:  Lin, Yuewei;  Chen, Jing;  Cao, Yu;  Zhou, Youjie;  Zhang, Lingfeng;  Tang, Yuan Yan;  Wang, Song
收藏  |  浏览/下载:20/0  |  提交时间:2018/10/30
Cross Domain Recognition  Joint Subspace  Unsupervised  
Learning Hierarchical Spectral-Spatial Features for Hyperspectral Image Classification Journal article
IEEE Transactions on Cybernetics, 2016,Volume: 46,Issue: 7,Page: 1667
作者:  Zhou Y.;  Wei Y.
收藏  |  浏览/下载:5/0  |  提交时间:2018/10/30
Hierarchical Learning  Hyperspectral Image Classification  Kernel-based Extreme Learning Machine  Spectral-spatial Feature  
Structural Atomic Representation for Classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
作者:  Yuan Yan Tang;  Yulong Wang;  Luoqing Li;  C. L. Philip Chen
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/11
Atomic Representation (Ar)  Bayesian Analysis  Greedy Coordinate Descent  Markov Random Field (Mrf)  Subspace  
The Generalization Ability of SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 6,Page: 1169-1179
作者:  Jie Xu;  Yuan Yan Tang,;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu;  Baochang Zhang
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
High-Order Distance-Based Multiview Stochastic Learning in Image Classification Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 12,Page: 2431 - 2442
作者:  Jun Yu;  Yong Rui;  Yuan Yan Tang;  Dacheng Tao
收藏  |  浏览/下载:4/0  |  提交时间:2018/10/30
Hypergraph  Image Classification  Multiview Stochastic  Probability Matrix  
Hyperspectral image classification using functional data analysis Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 9,Page: 1544 - 1555
作者:  Hong Li;  Guangrun Xiao;  Tian Xia;  Y. Y. Tang;  Luoqing Li
收藏  |  浏览/下载:7/0  |  提交时间:2018/10/30
Functional Data Analysis (Fda)  Functional Data Representation  Functional Principal Component Analysis (Fpca)  Hyperspectral Image Classification  Support Vector Machines (Svm)