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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：262/1  |  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  
Structure preserving unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2018, 卷号: 301, 页码: 36-45
作者:  Lu, Quanmao;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(852Kb)  |  收藏  |  浏览/下载：309/2  |  提交时间：2018/06/11
Unsupervised Feature Selection  Self Expression Model  Structure Preserving  
Learning binary codes with local and inner data structure 期刊论文
NEUROCOMPUTING, 2018, 卷号: 282, 页码: 32-41
作者:  He, Shiyuan;  Ye, Guo;  Hu, Mengqiu;  Yang, Yang;  Shen, Fumin;  Shen, Heng Tao;  Li, Xuelong
Adobe PDF(1147Kb)  |  收藏  |  浏览/下载：180/4  |  提交时间：2018/12/11
Supervised Hashing  Anchor Graph  Nearest Neighbor Search  
Randomly translational activation inspired by the input distributions of ReLU 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 859-868
作者:  Cao, Jiale;  Pang, Yanwei;  Li, Xuelong;  Liang, Jingkun
Adobe PDF(853Kb)  |  收藏  |  浏览/下载：178/1  |  提交时间：2018/12/12
Cnn  Non-linear Activation  Relu  The Input Distributions Of Relu  Random Translation  Rt-relu  
Speed up deep neural network based pedestrian detection by sharing features across multi-scale models 期刊论文
NEUROCOMPUTING, 2016, 卷号: 185, 页码: 163-170
作者:  Jiang, Xiaoheng;  Pang, Yanwei;  Li, Xuelong;  Pan, Jing
Adobe PDF(867Kb)  |  收藏  |  浏览/下载：178/1  |  提交时间：2016/08/19
Pedestrian Detection  Deep Neural Networks  Convolutional Neural Networks  Share Features  
A level set method with shape priors by using locality preserving projections 期刊论文
NEUROCOMPUTING, 2015, 卷号: 170, 页码: 188-200
作者:  Wang, Bin;  Gao, Xinbo;  Li, Jie;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(7475Kb)  |  收藏  |  浏览/下载：219/1  |  提交时间：2015/11/02
Selective Image Segmentation  Active Contour  Level Set Method  Shape Priors  Locality Preserving Projections  
Sparse kernel entropy component analysis for dimensionality reduction of biomedical data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 930-940
作者:  Shi, Jun;  Jiang, Qikun;  Zhang, Qi;  Huang, Qinghua;  Li, Xuelong
Adobe PDF(1811Kb)  |  收藏  |  浏览/下载：337/3  |  提交时间：2015/09/14
Sparse Kernel Entropy Component Analysis  Divide-and-conquer Method  Dimensionality Reduction  Biomedical Data  
Shrink image by feature matrix decomposition 期刊论文
NEUROCOMPUTING, 2014, 卷号: 140, 页码: 162-171
作者:  Wang, Qi;  Li, Xuelong
Adobe PDF(2784Kb)  |  收藏  |  浏览/下载：185/2  |  提交时间：2015/03/18
Computer Vision  Machine Learning  Image Resizing  Seam Carving  Low-rank Representation  Sparse Coding  
Group sparse reconstruction for image segmentation 期刊论文
NEUROCOMPUTING, 2014, 卷号: 136, 页码: 41-48
作者:  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(1665Kb)  |  收藏  |  浏览/下载：235/2  |  提交时间：2015/03/18
Prostate Segmentation  One-class Classifier  Active Shape Model  Group Lasso  
Hierarchical incorporation of shape and shape dynamics for flying bird detection 期刊论文
NEUROCOMPUTING, 2014, 卷号: 131, 页码: 179-190
作者:  Zhang, Jun;  Xu, Qunyu;  Cao, Xianbin;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(6834Kb)  |  收藏  |  浏览/下载：373/1  |  提交时间：2015/03/18
Bird-aircraft Collisions  Flying Bird Detection  Hierarchical Feature  Shape Similarity  Shape Dynamics