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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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computer ... [11]
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Latent semantic concept regularized model for blind image deconvolution
期刊论文
neurocomputing, 2017, 卷号: 257, 页码: 206-213
作者:
Ye, Renzhen
;
Li, Xuelong
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2017/07/21
Machine learning
Blind deconvolution
Latent semantic learning
Matrix factorization
Manifold regularized
Self-weighted spectral clustering, with parameter-free constraint
期刊论文
neurocomputing, 2017, 卷号: 241, 页码: 164-170
作者:
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2017/05/25
Constrained spectral clustering
Parameter-free similarity
Quadratic weighted optimization
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection
期刊论文
ieee transactions on neural networks and learning systems, 2017, 卷号: 28, 期号: 6, 页码: 1263-1275
作者:
Zhu, Xiaofeng
;
Li, Xuelong
;
Zhang, Shichao
;
Ju, Chunhua
;
Wu, Xindong
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2017/06/14
Dimensionality reduction
manifold learning
regression
sparse coding
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
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  |  
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
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  |  
浏览/下载:43/0
  |  
提交时间:2017/05/26
Dimensionality reduction
Intrinsic structure
Subspace clustering
Feature representation
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
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2016/12/30
Hyperspectral image (HSI) classification
Markov random field (MRF)
multitask
sparse representation
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
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  |  
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
Compact Structure Hashing via Sparse and Similarity Preserving Embedding
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 3, 页码: 718-729
作者:
Ye, Renzhen
;
Li, Xuelong
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  |  
浏览/下载:26/0
  |  
提交时间:2016/03/18
Hashing
nearest neighbor search
structure sparse-based hashing
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
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  |  
浏览/下载:12/0
  |  
提交时间:2016/11/03
Source domain
target domain
low-rank and sparse constraints
knowledge transfer
subspace learning
Block-Row Sparse Multiview Multilabel Learning for Image Classification
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 2, 页码: 450-461
作者:
Zhu, Xiaofeng
;
Li, Xuelong
;
Zhang, Shichao
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2016/03/18
Feature selection
image classification
joint sparse learning
machine learning
multiview learning
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