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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:19/0  |  Submit date:2019/03/26
Hypergraph  Manifold Learning  P-laplacian  Remote Sensing  Semi-supervised Learning  
Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2019,Volume: 16,Issue: 2,Page: 241-245
Authors:  Qin A.;  Shang Z.;  Tian J.;  Wang Y.;  Zhang T.;  Tang Y.Y.
Favorite  |  View/Download:15/0  |  Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised 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:1/0  |  Submit date:2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Li A.;  Qin A.;  Hu S.;  Shang Z.;  Tang Y.Y.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
3-D edge-preserving filters (3-D EPFs)  Hyperspectral images (HSIs)  Intensity differences  Sparse subspace clustering (SSC)  
Clustering by learning the non-negative half-space Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Hu K.;  Tian J.;  Tang Y.Y.
Favorite  |  View/Download:1/0  |  Submit date:2019/02/11
Clustering  Half-space  Non-negative representation  
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:23/0  |  Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View  |  Adobe PDF(984Kb)  |  Favorite  |  View/Download:173/24  |  Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Adaptive weighted nonnegative low-rank representation Journal article
PATTERN RECOGNITION, 2018,Volume: 81,Page: 326-340
Authors:  Wen, Jie;  Zhang, Bob;  Xu, Yong;  Yang, Jian;  Han, Na
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Low-rank representation  Adaptive weighted matrix  Data clustering  Locality constraint  
Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network with Coupled Softmax Journal article
IEEE Transactions on Image Processing, 2018,Volume: 27,Issue: 6,Page: 3049-3063
Authors:  Han Z.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Bu S.;  Han J.;  Chen C.L.P.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
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:5/0  |  Submit date:2019/03/26
Laplacian Regularization (Lapr)  Manifold Learning  P-laplacian  Scene Recognition  Semi-supervised Learning (Ssl)