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Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2019,Volume: 57,Issue: 3,Page: 1585 - 1595
Authors:  Xueqi Ma;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite | View/Download:44/0 | TC[WOS]:32 TC[Scopus]:0 | Submit date:2019/03/26
Hypergraph  Manifold Learning  P-laplacian  Remote Sensing  Semi-supervised Learning  
Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition Journal article
IEEE Geoscience and Remote Sensing Letters, 2018,Page: 1 - 5
Authors:  Guanhua Feng;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite | View/Download:6/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite | View/Download:37/0 | TC[WOS]:14 TC[Scopus]:0 | Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
p-Laplacian Regularization for Indoor Scene Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 14
Authors:  Weifeng Liu;  Xueqi Ma;  Yicong Zhou;  Dapeng Tao;  Jun Cheng
Favorite | View/Download:14/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/03/26
Laplacian Regularization (Lapr)  Manifold Learning  P-laplacian  Scene Recognition  Semi-supervised Learning (Ssl)  
Learning the Distribution Preserving Semantic Subspace for Clustering Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 12,Page: 5950-5965
Authors:  Tian, Jinyu;  Zhang, Taiping;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
Favorite | View/Download:29/0 | TC[WOS]:17 TC[Scopus]:0 | Submit date:2018/10/30
Clustering  Distribution Preserving Indexing  Semantic Representation  Local Manifold Structure  
Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Wang, Jianzhong;  Biuk-Aghai, Robert P.;  Pan, Jianjia;  Liu, Runzong;  Yang, Lina
Favorite | View/Download:19/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
Robust Nonnegative Patch Alignment for Dimensionality Reduction Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 11,Page: 2760 - 2774
Authors:  Xinge You;  Weihua Ou;  Chun Lung Philip Chen;  Qiang Li;  Ziqi Zhu;  Yuanyan Tang
Favorite | View/Download:10/0 | TC[WOS]:20 TC[Scopus]:0 | Submit date:2018/10/30
Correntropy-induced Metric (Cim)  Dimensionality Reduction  Locality Preserving (Lp)  Robust Nonnegative Patch Alignment (Rnpa)  Sparsity Preserving (Sp)  
Robust interactive image segmentation via graph-based manifold ranking Journal article
Computational Visual Media, 2015,Volume: 1,Issue: 3,Page: 183-195
Authors:  Li H.;  Wu W.;  Wu E.
Favorite | View/Download:3/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Graph edge weights  Graph structure  Interactive image segmentation  Manifold ranking  Relevance inference  
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 | View/Download:10/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Classification  Hyperspectral Image (Hsi)  Laplacian Eigenmap (Le)  Locally Linear Embedding (Lle)  Manifold Learning  Sparse Representation  
An approximate closed-form solution to correlation similarity discriminant analysis Journal article
Neurocomputing, 2014,Volume: 135,Page: 284-298
Authors:  Taiping Zhang;  Yuan Yan Tang;  C.L. Philip Chen;  Zhaowei Shang;  Bin Fang
Favorite | View/Download:13/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/02/11
Correlation  Feature Extraction  Linear Discriminant Analysis  Similarity Discriminant Analysis  Similarity Measure