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Nonconvex Laplacian Manifold Joint Method for Morphological Reconstruction of Fluorescence Molecular Tomography
期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 13
作者:
He, Xuelei
;
Meng, Hui
;
He, Xiaowei
;
Wang, Kun
;
Song, Xiaolei
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2021/03/01
Fluorescence molecular tomography
Reconstruction
Nonconvex
Laplacian manifold
In vivo imaging
Morphology
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:51/0
  |  
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)
Text Detection in Natural Scene Images Using Morphological Component Analysis and Laplacian Dictionary
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 214-222
作者:
Shuping Liu
;
Yantuan Xian
;
Huafeng Li
;
Zhengtao Yu
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/03/11
Dictionary learning
Laplacian sparse regularization
morphological component analysis (MCA)
sparse representation
text detection
Learning Non-Local Spatial Correlations to Restore Sparse 3D Single-Photon Data
期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 页码: 3119-3131
作者:
Chen, Songmao
;
Halimi, Abderrahim
;
Ren, Ximing
;
McCarthy, Aongus
;
Su, Xiuqin
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  |  
浏览/下载:22/0
  |  
提交时间:2020/03/10
Single photon
3D Lidar imaging
Poisson statistics
image restoration
ADMM
Laplacian regularization
graph,non-uniform sampling
multi-scale analysis
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 3
作者:
Zhai, Han
;
Zhang, Hongyan
;
Zhang, Liangpei
;
Li, Pingxiang
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Band selection
hyperspectral image (HSI)
Laplacian regularization
low-rank subspace clustering (LRSC)
sparse representation (SR)
Weighted Graph Regularized Sparse Brain Network Construction for MCI Identification
期刊论文
Pattern Recognition, 2019
作者:
Renping Yu
;
Lishan Qiao
;
Mingming Chen
;
Seong-Whan Lee
;
Xuan Fei
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/13
Graph
Laplacian
regularization
Sparse
representation
Brain
functional
network
Mild
cognitive
impairment
(MCI)
Weighted graph regularized sparse brain network construction for MCI identification
期刊论文
Pattern Recognition, 2019, 卷号: Vol.90, 页码: 220-231
作者:
Renping Yu
;
Lishan Qiao
;
Mingming Chen
;
Seong-Whan Lee
;
Xuan Fei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/17
Graph
Laplacian
regularization
Sparse
representation
Brain
functional
network
Mild
cognitive
impairment
(MCI)
Multiview dimension reduction via Hessian multiset canonical correlations.
期刊论文
Information Fusion, 2018
作者:
Liu, Weifeng
;
Yang, Xinghao
;
Tao, Dapeng
;
Cheng, Jun
;
Tang, Yuanyan
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  |  
浏览/下载:23/0
  |  
提交时间:2019/01/31
On the role of sparsity in feature selection and an innovative method LRMI
期刊论文
Neurocomputing, 2018, 期号: 321, 页码: 237-250
作者:
Yuchun Fang
;
Qiulong Yuan
;
Zhaoxiang Zhang
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2019/03/06
Feature Selection
L1 Regularization
Information Theory
Mutual Information
Sparse feature space representation: A unified framework for semi-supervised and domain adaptation learning
期刊论文
2018, 卷号: 156, 页码: 43-61
作者:
Liu Long
;
Yang Lechao
;
Zhu Bin
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/20
Domain adaptation
Sparse representation
Laplacian regularization
Feature space embedding
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