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Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements 期刊论文
NEUROCOMPUTING, 2023, 卷号: 517
作者:  Kou, Jingwei;  Zhan, Tao;  Zhou, Deyun;  Xie, Yu;  Da, Zhengshang;  Gong, Maoguo
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载：101/1  |  提交时间：2022/12/02
Laser-induced damage  Change detection  Siamese convolutional neural network  Visual attention mechanism  SoftmaxFocal loss  
An efficient framework for unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
作者:  Zhang, Han;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(2196Kb)  |  收藏  |  浏览/下载：259/4  |  提交时间：2019/10/18
Efficient unsupervised feature selection  Bipartite graph  Discrete indicator matrix  Uncorrelated regression model  
Muti-stage learning for gender and age prediction 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 页码: 114-124
作者:  Fang, Jie;  Yuan, Yuan;  Lu, Xiaoqiang;  Feng, Yachuang
Adobe PDF(2603Kb)  |  收藏  |  浏览/下载：192/1  |  提交时间：2019/03/14
Gender and age prediction  Muti-stage learning  Segmentation network  
Action recognition using spatial-optical data organization and sequential learning framework 期刊论文
NEUROCOMPUTING, 2018, 卷号: 315, 页码: 221-233
作者:  Yuan, Yuan;  Zhao, Yang;  Wang, Qi
Adobe PDF(2476Kb)  |  收藏  |  浏览/下载：179/0  |  提交时间：2018/10/31
Action Recognition  Spatiotemporal Feature  Deep Learning  Sequential Learning Framework  
Patient-specific ECG classification by deeper CNN from generic to dedicated 期刊论文
NEUROCOMPUTING, 2018, 卷号: 314, 页码: 336-346
作者:  Li, Yazhao;  Pang, Yanwei;  Wang, Jian;  Li, Xuelong
Adobe PDF(933Kb)  |  收藏  |  浏览/下载：248/1  |  提交时间：2018/10/12
Ecg Classification  Deep Convolutional Neural Networks (Cnn)  Generic Cnn (gCnn)  Tuned Dedicated Cnn (tdCnn)  Heart Monitoring  Wearable Devices  
Adaptive Projected Matrix Factorization method for data clustering 期刊论文
NEUROCOMPUTING, 2018, 卷号: 306, 页码: 182-188
作者:  Chen, Mulin;  Wang, Qi;  Li, Xuelong;  Wang, Qi (crabwq@gmail.com)
Adobe PDF(783Kb)  |  收藏  |  浏览/下载：218/0  |  提交时间：2018/06/07
Clustering  Graph Learning  Subspace Learning  Matrix Factorization  
Facial feature point detection: A comprehensive survey 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 50-65
作者:  Wang, Nannan;  Gao, Xinbo;  Tao, Dacheng;  Yang, Heng;  Li, Xuelong
Adobe PDF(1544Kb)  |  收藏  |  浏览/下载：208/1  |  提交时间：2018/12/12
Deep Learning  Face Alignment  Facial Feature Point Detection  Facial Landmark Localization  
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;  Ye, RZ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2791Kb)  |  收藏  |  浏览/下载：190/1  |  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;  Nie, FP
Adobe PDF(688Kb)  |  收藏  |  浏览/下载：224/0  |  提交时间：2017/05/25
Constrained Spectral Clustering  Parameter-free Similarity  Quadratic Weighted Optimization  
A target detection method for hyperspectral image based on mixture noise model 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 页码: 331-341
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(1951Kb)  |  收藏  |  浏览/下载：308/1  |  提交时间：2016/11/30
Hyperspectral Data  Subpixel  Target Detection