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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：185/0  |  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：254/1  |  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  
Image hashing with color vector angle 期刊论文
NEUROCOMPUTING, 2018, 卷号: 308, 页码: 147-158
作者:  Tang, Zhenjun;  Li, Xuelong;  Zhang, Xianquan;  Zhang, Shichao;  Dai, Yumin;  Zhang, SC (reprint author), Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China.
Adobe PDF(5020Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2018/07/13
Image Hashing  Hashing Function  Color Vector Angle  Color Histogram  
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：223/0  |  提交时间：2018/06/07
Clustering  Graph Learning  Subspace Learning  Matrix Factorization  
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：298/2  |  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：139/0  |  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：165/4  |  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：169/1  |  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：213/1  |  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：194/3  |  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  
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：198/1  |  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：234/0  |  提交时间：2017/05/25
Constrained Spectral Clustering  Parameter-free Similarity  Quadratic Weighted Optimization  
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：327/3  |  提交时间：2016/12/21
Deep Neural Network  Pcanet  Deep Gmm  Crowded Scene  Abnormal Event Detection  Video Surveillance  
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：316/1  |  提交时间：2016/11/30
Hyperspectral Data  Subpixel  Target Detection  
Local structure learning in high resolution remote sensing image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 页码: 813-822
作者:  Du, Zhongxiang;  Li, Xuelong;  Lu, Xiaoqiang;  Li, XL
Adobe PDF(3260Kb)  |  收藏  |  浏览/下载：201/2  |  提交时间：2016/11/14
High Resolution Remote Sensing Image Retrieval  Lipschitz Smooth  Manifold Structure  
Wireless and sensorless 3D ultrasound imaging 期刊论文
NEUROCOMPUTING, 2016, 卷号: 195, 页码: 159-171
作者:  Gao, Haitao;  Huang, Qinghua;  Xu, Xiangmin;  Li, Xuelong
Adobe PDF(4428Kb)  |  收藏  |  浏览/下载：218/4  |  提交时间：2016/09/19
3-d Ultrasound  Wireless Communication  Sensorless Volume Reconstruction  Speckle Decorrelation  
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：172/1  |  提交时间：2016/08/19
Pedestrian Detection  Deep Neural Networks  Convolutional Neural Networks  Share Features  
Synthesized computational aesthetic evaluation of photos 期刊论文
NEUROCOMPUTING, 2016, 卷号: 172, 页码: 244-252
作者:  Wang, Weining;  Cai, Dong;  Wang, Li;  Huang, Qinghua;  Xu, Xiangmin;  Li, Xuelong
Adobe PDF(6204Kb)  |  收藏  |  浏览/下载：206/1  |  提交时间：2015/12/25
Aesthetic Evaluation  Feature Extraction  Classification  Mobile Application  Photo  
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：208/1  |  提交时间：2015/11/02
Selective Image Segmentation  Active Contour  Level Set Method  Shape Priors  Locality Preserving Projections  
Video-based road detection via online structural learning 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 336-347
作者:  Yuan, Yuan;  Jiang, Zhiyu;  Wang, Qi
Adobe PDF(5312Kb)  |  收藏  |  浏览/下载：281/4  |  提交时间：2015/09/14
Computer Vision  Machine Learning  Road Detection  Structural Svm  Online Updating  Road Boundary