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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：181/0  |  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：250/1  |  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：292/2  |  提交时间：2018/06/11
Unsupervised Feature Selection  Self Expression Model  Structure Preserving  
Contour-aware network for semantic segmentation via adaptive depth 期刊论文
NEUROCOMPUTING, 2018, 卷号: 284, 页码: 27-35
作者:  Jiang, Zhiyu;  Yuan, Yuan;  Wang, Qi
Adobe PDF(1413Kb)  |  收藏  |  浏览/下载：134/0  |  提交时间：2018/12/11
Semantic Segmentation  Scene Parsing  Contour  Crf  Adaptive Depth  
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：161/4  |  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：163/1  |  提交时间：2018/12/12
Cnn  Non-linear Activation  Relu  The Input Distributions Of Relu  Random Translation  Rt-relu  
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：210/1  |  提交时间：2018/12/12
Deep Learning  Face Alignment  Facial Feature Point Detection  Facial Landmark Localization  
Deep neural networks with Elastic Rectified Linear Units for object recognition 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1132-1139
作者:  Jiang, Xiaoheng;  Pang, Yanwei;  Li, Xuelong;  Pan, Jing;  Xie, Yinghong
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：189/3  |  提交时间：2018/12/12
Deep Neural Networks  Elastic Rectified Linear Unit (Erelu)  Elastic Parametric Rectified Linear Unit (Eprelu)  Non-saturating Nonlinear Activation Function  
Learning deep event models for crowd anomaly detection 期刊论文
NEUROCOMPUTING, 2017, 卷号: 219, 页码: 548-556
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：321/3  |  提交时间：2016/12/21
Deep Neural Network  Pcanet  Deep Gmm  Crowded Scene  Abnormal Event Detection  Video Surveillance  
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：169/1  |  提交时间：2016/08/19
Pedestrian Detection  Deep Neural Networks  Convolutional Neural Networks  Share Features