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Multi-View Feature Selection for PolSAR Image Classification via l(2,1) Sparsity Regularization and Manifold Regularization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 8607-8618
作者:  Huang, Xiayuan;  Nie, Xiangli
收藏  |  浏览/下载：165/0  |  提交时间：2021/12/28
Multi-view feature selection  PolSAR image classification  l(2,1) norm  manifold regularization  
LEAST ABSOLUTE DEVIATIONS LEARNING OF MULTIPLE TASKS 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 卷号: 14, 期号: 2, 页码: 719-729
作者:  Xue, Wei;  Zhang, Wensheng;  Yu, Gaohang
收藏  |  浏览/下载：287/0  |  提交时间：2019/12/16
Multitask learning  feature selection  least absolute deviations  alternating direction method  l(1) regularization  
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：184/0  |  提交时间：2019/03/06
Feature Selection  L1 Regularization  Information Theory  Mutual Information  
On Equivalence of l1 Norm Based Basic Sparse Representation Problems 会议论文
Proceedings of IEEE Conference of Signal Processing, Communications and Computing (ICSPCC), 2015, Ningbo, Zhejiang, China, September 19-22, 2015
作者:  Jiang, Rui;  Qiao, Hong;  Zhang, Bo;  Jiang R(姜锐)
Adobe PDF(261Kb)  |  收藏  |  浏览/下载：340/136  |  提交时间：2016/10/27
Equivalence  L1 Norm Regularization Problem  L1 Norm Minimization Problem  L1 Norm Constraint Problem  
Brain vascular image enhancement based on gradient adjust with split bregman 会议论文
SPIE Proceedings, San Francisco, California, United States, 2016-2-13
作者:  Liang Xiao(梁潇);  Dong Di;  Hui Hui;  Zhang Liwen;  Fang Mengjie;  Tian Jie
Adobe PDF(214Kb)  |  收藏  |  浏览/下载：357/117  |  提交时间：2016/07/01
Brain Vascular Image Enhancement  Light Sheet Microscopy  Split Bregman Algorithm  Gradient Image Adjust  L1-regularization  
Robust Recovery of Corrupted Low-Rank Matrix by Implicit Regularizers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 4, 页码: 770-783
作者:  He, Ran;  Tan, Tieniu;  Wang, Liang
Adobe PDF(1640Kb)  |  收藏  |  浏览/下载：437/129  |  提交时间：2015/08/12
Pca  Implicit Regularizers  Low-rank Matrix Recovery  Correntropy  l(1) Regularization  
Two-Stage Nonnegative Sparse Representation for Large-Scale Face Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 1, 页码: 35-46
作者:  Ran He(赫然);  Weishi Zheng;  Baogang Hu,;  Xiangwei Kong;  He, Ran
浏览  |  Adobe PDF(708Kb)  |  收藏  |  浏览/下载：357/107  |  提交时间：2015/08/12
Correntropy  L-1 Regularization  Large-scale  Nonnegative Sparse Representation  Robust Face Recognition