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Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
Authors:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Dai, Longquan;  Tao, Dacheng
Favorite  |  View/Download:9/0  |  Submit date:2020/03/30
Tensile stress  Manifolds  Encoding  Laplace equations  Semisupervised learning  Correlation  Optimization  Manifold regularization  multilinear  multiview features  nonlinear subspace clustering  tensor singular-value decomposition (t-SVD)  
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
Authors:  Du, Changde;  Du, Changying;  Huang, Lijie;  He, Huiguang
Favorite  |  View/Download:30/0  |  Submit date:2019/12/16
Deep neural network (DNN)  image reconstruction  multiview learning  neural decoding  variational Bayesian inference  
An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
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Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
Multiview Clustering via Unified and View-Specific Embeddings Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 11, 页码: 5541-5553
Authors:  Yin, Qiyue;  Wu, Shu;  Wang, Liang
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Incomplete multiview data  knowledge graph embedding  multiview learning  subspace learning  
Partially Shared Latent Factor Learning With Multiview Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 6, 页码: 1233-1246
Authors:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhou, Zhi-Hua;  Lu, Hanqing
Adobe PDF(2872Kb)  |  Favorite  |  View/Download:270/136  |  Submit date:2015/09/17
Complementarity  Consistency  Latent Factor Learning  Multiview Learning  Nonnegative Matrix Factorization (Nmf)  Semisupervised Learning  
Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 7, 页码: 3126-3137
Authors:  Gui, Jie;  Tao, Dacheng;  Sun, Zhenan;  Luo, Yong;  You, Xinge;  Tang, Yuan Yan
Favorite  |  View/Download:95/0  |  Submit date:2015/08/12
Group Sparse  Multiview Learning  Patch Alignment Framework  View Consistency  Joint Feature Extraction And Feature Selection  
m-SNE: Multiview Stochastic Neighbor Embedding 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 4, 页码: 1088-1096
Authors:  Xie, Bo;  Mu, Yang;  Tao, Dacheng;  Huang, Kaiqi;  Huang,Kaiqi
Adobe PDF(1283Kb)  |  Favorite  |  View/Download:163/74  |  Submit date:2015/11/08
Dimension Reduction  Image Retrieval  Multiview Learning  Stochastic Neighbor Embedding  
基于马尔可夫随机场的遥感图像变化检测关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2010
Authors:  陈克明
Adobe PDF(3054Kb)  |  Favorite  |  View/Download:74/0  |  Submit date:2015/09/02
变化检测  马尔可夫随机场  自适应  多视角协作  机器学习  Change Detection  Markov Random Field (Mrf)  Adaptive  Multiview Learning  Machine Learning  
基于几何主动轮廓模型和多特征集协作的图像分割研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  李正龙
Adobe PDF(6934Kb)  |  Favorite  |  View/Download:87/0  |  Submit date:2015/09/02
图像分割  几何主动轮廓模型  多特征集协作  狄利克雷过程  变分贝叶斯  Image Segmentation  Geometric Active Contour  Multiview Learning  Dirichlet Process  Variational Bayes