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西安光学精密机械研... [11]
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期刊论文 [11]
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2017 [2]
2016 [9]
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computer ... [11]
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Coarse-to-Fine Learning for Single-Image Super-Resolution
期刊论文
ieee transactions on neural networks and learning systems, 2017, 卷号: 28, 期号: 5, 页码: 1109-1122
作者:
Zhang, Kaibing
;
Tao, Dacheng
;
Gao, Xinbo
;
Li, Xuelong
;
Li, Jie
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2017/06/14
Correlative neighbor regression (CNR)
nonlocal means
regularization term
self-similarity
single-image super-resolution (SR)
Orthogonal self-guided similarity preserving projection for classification and clustering
期刊论文
neural networks, 2017, 卷号: 88, 页码: 1-8
作者:
Fang, Xiaozhao
;
Xu, Yong
;
Li, Xuelong
;
Lai, Zhihui
;
Teng, Shaohua
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2017/05/26
Dimensionality reduction
Intrinsic structure
Subspace clustering
Feature representation
Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution
期刊论文
ieee transactions on neural networks and learning systems, 2016, 卷号: 27, 期号: 12, 页码: 2472-2485
作者:
Deng, Cheng
;
Xu, Jie
;
Zhang, Kaibing
;
Tao, Dacheng
;
Gao, Xinbo
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2016/12/30
Nonlocal (NL) self-similarity
structured output
super-resolution (SR)
support vector regression (SVR)
Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 2966-2977
作者:
Yuan, Yuan
;
Lin, Jianzhe
;
Wang, Qi
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  |  
浏览/下载:23/0
  |  
提交时间:2016/12/30
Hyperspectral image (HSI) classification
Markov random field (MRF)
multitask
sparse representation
Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization
期刊论文
ieee transactions on neural networks and learning systems, 2016, 卷号: 27, 期号: 12, 页码: 2628-2642
作者:
Zhao, Xueyi
;
Li, Xi
;
Zhang, Zhongfei
;
Shen, Chunhua
;
Zhuang, Yueting
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  |  
浏览/下载:34/0
  |  
提交时间:2016/12/30
Feature learning
nonnegative matrix factorization (NMF)
online algorithm
parallel computing
Block Principal Component Analysis With Nongreedy l(1)-Norm Maximization
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 11, 页码: 2543-2547
作者:
Li, Bing Nan
;
Yu, Qiang
;
Wang, Rong
;
Xiang, Kui
;
Wang, Meng
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2016/11/18
Block principal component analysis (BPCA)
dimensionality reduction
l(1)-norm
nongreedy strategy
outliers
Action recognition by joint learning
期刊论文
image and vision computing, 2016, 卷号: 55, 页码: 77-85
作者:
Yuan, Yuan
;
Qi, Lei
;
Lu, Xiaoqiang
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2016/12/30
Computer vision
Action recognition
Sparse coding
Multinomial logistic regression (MLR)
Joint learning
Local structure learning in high resolution remote sensing image retrieval
期刊论文
neurocomputing, 2016, 卷号: 207, 页码: 813-822
作者:
Du, Zhongxiang
;
Li, Xuelong
;
Lu, Xiaoqiang
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  |  
浏览/下载:25/0
  |  
提交时间:2016/11/14
High resolution remote sensing image retrieval
Lipschitz smooth
Manifold structure
Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 3, 页码: 756-765
作者:
Tao, Dapeng
;
Lin, Xu
;
Jin, Lianwen
;
Li, Xuelong
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2016/03/18
Font recognition
long short-term memory
neurodynamic models
optical character recognition
recurrent neural networks (RNNs)
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation
期刊论文
ieee transactions on image processing, 2016, 卷号: 25, 期号: 2, 页码: 850-863
作者:
Xu, Yong
;
Fang, Xiaozhao
;
Wu, Jian
;
Li, Xuelong
;
Zhang, David
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2016/11/03
Source domain
target domain
low-rank and sparse constraints
knowledge transfer
subspace learning
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