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Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
OpenMRE: A Numerical Platform for MRE Study 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 3, 页码: 1111-1121
作者:  Li, Bing Nan;  Shan, Xiang;  Xiang, Kui;  Kobayashi, Etsuko;  Wang, Meng;  Li, Xuelong
Adobe PDF(2350Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2020/04/13
Elasticity  Propagation  Biological tissues  Numerical models  Magnetic resonance imaging  Inverse problems  Elastography  forward problem  inverse problem  magnetic resonance elastography (MRE)  numerical simulation  
Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations 期刊论文
PHYSICS OF LIFE REVIEWS, 2019, 卷号: 29, 页码: 1-26
作者:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(4064Kb)  |  收藏  |  浏览/下载：181/0  |  提交时间：2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving  
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：261/1  |  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  
Optimal Clustering Framework for Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 10, 页码: 5910-5922
作者:  Wang, Qi;  Zhang, Fahong;  Li, Xuelong
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载：286/1  |  提交时间：2018/11/05
Dynamic Programming (Dp)  Hyperspectral Band Selection  Normalized Cut (Nc)  Spectral Clustering (Sc)  
Feature Combination via Clustering 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 896-907
作者:  Hou, Jian;  Gao, Huijun;  Li, Xuelong;  Hou, J (reprint author), Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China.;  Hou, J (reprint author), Univ Ca Foscari Venezia, European Ctr Living Technol, I-30123 Venice, Italy.
Adobe PDF(1581Kb)  |  收藏  |  浏览/下载：248/1  |  提交时间：2018/04/11
Feature Combination  Image Classification  Clustering  Dominant Set  
Harmonious Genetic Clustering 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 1, 页码: 199-214
作者:  Huang, Faliang;  Li, Xuelong;  Zhang, Shichao;  Zhang, Jilian
Adobe PDF(2549Kb)  |  收藏  |  浏览/下载：167/1  |  提交时间：2018/12/12
Data Clustering  Eugenic Theory  Genetic Clustering  Mating Operator  
Cascade Learning by Optimally Partitioning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4148-4161
作者:  Pang, Yanwei;  Cao, Jiale;  Li, Xuelong
Adobe PDF(1738Kb)  |  收藏  |  浏览/下载：228/1  |  提交时间：2016/10/31
Adaboost  Cascade Learning  Classifier Design  Object Detection  
Incrementally Detecting Moving Objects in Video with Sparsity and Connectivity 期刊论文
COGNITIVE COMPUTATION, 2016, 卷号: 8, 期号: 3, 页码: 420-428
作者:  Pan, Jing;  Li, Xiaoli;  Li, Xuelong;  Pang, Yanwei
Adobe PDF(1525Kb)  |  收藏  |  浏览/下载：187/2  |  提交时间：2016/09/18
Subspace Learning  Object Detection  Sparsity  Connectivity  
Efficient and Robust Learning for Sustainable and Reacquisition-Enabled Hand Tracking 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 4, 页码: 945-958
作者:  Aziz, Muhammad Ali Abdul;  Niu, Jianwei;  Zhao, Xiaoke;  Li, Xuelong
Adobe PDF(1955Kb)  |  收藏  |  浏览/下载：166/1  |  提交时间：2016/08/18
Computer Vision  Histograms Of Oriented Gradient (Hog)  Local Binary Pattern (Lbp)  Machine Learning  Mean Shift Implanted Particle Filter