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Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
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  |  
浏览/下载:52/0
  |  
提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
作者:
Hao Wu
;
Xin Luo
;
MengChu Zhou
;
Muhyaddin J. Rawa
;
Khaled Sedraoui
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  |  
浏览/下载:54/0
  |  
提交时间:2022/03/09
Big data
high dimensional and incomplete (HDI) tensor
latent factorization-of-tensors (LFT)
machine learning
missing data
optimization
proportional-integral-derivative (PID) controller
Sparse constrained low tensor rank representation framework for hyperspectral unmixing
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者:
Dong, Le
;
Yuan, Yuan
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  |  
浏览/下载:46/0
  |  
提交时间:2021/05/07
hyperspectral unmixing
low tensor rank
non-negative tensor factorization
sparse constraint
WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING
会议论文
Brussels, Belgium, 2021-07-12
作者:
Yuan, Yuan
;
Dong, Le
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  |  
浏览/下载:18/0
  |  
提交时间:2022/04/11
Hyperspectral unmixing
tensor factorization
total variation
sparse characteristics
Markov Chain Neighborhood Sparse Preserving Graph Embedding Based on Tensor Factorization for Batch Process Monitoring
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 16211-16224
作者:
Zhao, Xiaoqiang
;
Mou, Miao
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/02
Batch data processing
Dimensionality reduction
Embeddings
Factorization
Graph algorithms
Graph theory
Process control
Process monitoring
Tensors
Batch process monitoring
Graph embeddings
Information loss
Markov chain analysis
Monitoring results
Simulation process
Tensor factorization
Three dimensions
基于张量非负稀疏分解的偏振图像插值算法
期刊论文
光学学报, 2021, 卷号: 41, 期号: 14, 页码: 1-10
作者:
张俊超
;
陈溅来
;
罗海波
;
杨德贵
;
梁步阁
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  |  
浏览/下载:20/0
  |  
提交时间:2021/02/27
偏振成像
分焦平面
稀疏表示
张量非负分解
图像插值
Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1798-1809
作者:
Luo, Xin
;
Wu, Hao
;
Yuan, Huaqiang
;
Zhou, MengChu
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  |  
浏览/下载:16/0
  |  
提交时间:2020/08/24
Quality of service
Hidden Markov models
Data models
Training
Web services
Time factors
Latent factor analysis (LFA)
latent factorization of tensor
learning temporal pattern
linear bias (LB)
non-negative latent factorization of tensor
non-negativity constraint
quality-of-service (QoS) prediction
Deep plug-and-play prior for low-rank tensor completion
期刊论文
Neurocomputing, 2020, 卷号: 400, 页码: 137-149
作者:
Zhao XL(赵熙乐)
;
Xu, Wen-Hao
;
Jiang TX(蒋太翔)
;
Wang Y(王尧)
;
Ng, Michael K.
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  |  
浏览/下载:7/0
  |  
提交时间:2020/04/11
Tensor completion
Tensor nuclear norm
Denoising neural network
Alternating direction method of multipliers
Plug-and-play framework
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
作者:
Wang, Kaidong
;
Wang Y(王尧)
;
Zhao XL(赵熙乐)
;
Chan, Jonathan Cheung-Wai
;
Xu ZB(徐宗本)
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2020/12/18
Hyperspectral (HS) image
image fusion
nonlocal tensor decomposition
spatial enhancement
spectral unmixing
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