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北京大学 [4]
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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
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
收藏
  |  
浏览/下载:49/0
  |  
提交时间: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)
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
作者:
Lu, Yuwu
;
Lai, Zhihui
;
Li, Xuelong
;
Wong, Wai Keung
;
Yuan, Chun
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  |  
浏览/下载:44/0
  |  
提交时间:2019/04/12
2-D neighborhood preserving projection (2DNPP)
image representation
low-rank
robust feature extraction
Dual Graph Regularized Discriminative Multi-task Tracker
期刊论文
IEEE Transactions on Multimedia, 2018, 页码: 1-14
作者:
Tang YD(唐延东)
;
Fan BJ(范保杰)
;
Cong Y(丛杨)
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  |  
浏览/下载:40/0
  |  
提交时间:2018/02/24
Multi-task tracker
Discriminative low rank learning
Geometric structure information
Graph regularization, Collaborate metric
SPATIAL-SPECTRAL GRAPH-BASED NONLINEAR EMBEDDING DIMENSIONALITY REDUCTION FOR HYPERSPECTRAL IMAGE CLASSIFICAITON
会议论文
作者:
Zhang, Xiangrong
;
Han, Yaru
;
Huyan, Ning
;
Li, Chen
;
Feng, Jie
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  |  
浏览/下载:21/0
  |  
提交时间:2019/11/19
sparse and low-rank graph
dimensionality reduction
hyperspectral classification
Low-rank graph regularized sparse coding
会议论文
作者:
Zhang, Yupei
;
Liu, Shuhui
;
Shang, Xuequn
;
Xiang, Ming
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  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
Alternating direction methods
Image clustering
Instability problems
Low-rank representations
Multiple subspaces preserving
Optimization problems
Sparse coding
Sparse representation
A TWO-STREAM UNIFIED INTERPRETATION NETWORK FOR HETEROGENEOUS REMOTE SENSING IMAGES CLASSIFICATION
其他
2018-01-01
作者:
Wang, Yan
;
He, Chu
;
Xiong, Dehui
;
Tu, Mingxia
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Remote sensing image classification
deep learning
graph embedding
sparse and low-rank representations
fully convolutional network
subspace learning
A Hierarchical Fully Convolutional Network Integrated with Sparse and Low-Rank Subspace Representations for PolSAR Imagery Classification
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 2
作者:
Wang, Yan
;
He, Chu
;
Liu, Xinlong
;
Liao, Mingsheng
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
fully convolutional network (FCN)
polarimetric synthetic aperture radar (PolSAR)
image classification
subspace learning
graph embedding (GE)
sparse representation (SR)
low-rank representation (LRR)
Data-driven Graph Construction and Graph Learning: A Review
期刊论文
NEUROCOMPUTING, 2018, 卷号: Vol.312, 页码: 336-351
作者:
Lishan Qiao
;
Limei Zhang
;
Songcan Chen
;
Dinggang Shen
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/26
Graph
construction
Machine
learning
Sparse
representation
Low-rank
representation
Multi-graph
learning
Brain
network
Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3840-3853
作者:
Li, Xuelong
;
Cui, Guosheng
;
Dong, Yongsheng
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2017/12/25
Data Representation
Graph Regularization
Image Clustering
Low-rank Recovery
Non-negative Matrix Factorization (Nmf)
Groupwise registration of MR brain images with tumors
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2017, 卷号: 62, 期号: 17, 页码: 8853-8868
作者:
Tang, Zhenyu
;
Wu, Yihong
;
Fan, Yong
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2018/01/04
Groupwise Image Registration
Image Inpainting
Brain Tumor Images
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