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CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
浏览  |  Adobe PDF(5636Kb)  |  收藏  |  浏览/下载：325/135  |  提交时间：2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.  
Enhanced Motor Imagery Based Brain- Computer Interface via FES and VR for Lower Limbs 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 8, 页码: 1846-1855
作者:  Ren, Shixin;  Wang, Weiqun;  Hou, Zeng-Guang;  Liang, Xu;  Wang, Jiaxing;  Shi, Weiguo
Adobe PDF(1893Kb)  |  收藏  |  浏览/下载：281/48  |  提交时间：2020/09/07
Brain computer interface  functional electrical stimulation (FES)  virtual reality  enhanced motor imagery  rehabilitation training  
Spectrum Sensing Method Based on Information Geometry and Deep Neural Network 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 1, 页码: 13
作者:  Du, Kaixuan;  Wan, Pin;  Wang, Yonghua;  Ai, Xiongzhi;  Chen, Huang
收藏  |  浏览/下载：184/0  |  提交时间：2020/06/02
spectrum sensing  information geometry  statistical manifold  geodesic distance  deep neural network  
Towards Real-Time Advancement of Underwater Visual Quality With GAN 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 12, 页码: 9350-9359
作者:  Chen, Xingyu;  Yu, Junzhi;  Kong, Shihan;  Wu, Zhengxing;  Fang, Xi;  Wen, Li
浏览  |  Adobe PDF(4984Kb)  |  收藏  |  浏览/下载：424/140  |  提交时间：2019/12/16
Generative adversarial networks (GAN) image restoration  machine learning  underwater vision  
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-Scale Image Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 6, 页码: 1551-1562
作者:  Xu, Jian;  Wang, Chunheng;  Qi, Chengzuo;  Shi, Cunzhao;  Xiao, Baihua
浏览  |  Adobe PDF(4727Kb)  |  收藏  |  浏览/下载：340/75  |  提交时间：2019/07/11
Iterative manifold embedding layer  image retrieval  incomplete data  
Unsupervised Semantic-Based Aggregation of Deep Convolutional Features 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 2, 页码: 601-611
作者:  Xu, Jian;  Wang, Chunheng;  Qi, Chengzuo;  Shi, Cunzhao;  Xiao, Baihua
浏览  |  Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：365/85  |  提交时间：2019/07/12
Unsupervised  semantic-based aggregation  semantic detectors  
A Cooperative Spectrum Sensing Method Based on Empirical Mode Decomposition and Information Geometry in Complex Electromagnetic Environment 期刊论文
COMPLEXITY, 2019, 页码: 13
作者:  Wang, Yonghua;  Zhang, Shunchao;  Zhang, Yongwei;  Wan, Pin;  Li, Jiangfan;  Li, Nan
收藏  |  浏览/下载：202/0  |  提交时间：2019/07/12
SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 卷号: 13, 期号: 2, 页码: 222-226
作者:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo
浏览  |  Adobe PDF(730Kb)  |  收藏  |  浏览/下载：273/60  |  提交时间：2016/06/14
Global Discriminant  Local Discriminant  Manifold-to-manifold Distance (Mmd)  Multiple Manifolds  Synthetic Aperture Radar (Sar)  Target Configuration Recognition  Tensor  
Point-Manifold Discriminant Analysis for Still-to-Video Face Recognition 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, 卷号: E97D, 期号: 10, 页码: 2780-2789
作者:  Chen, Xue;  Wang, Chunheng;  Xiao, Baihua;  Shao, Yunxue
收藏  |  浏览/下载：152/0  |  提交时间：2015/08/12
Face Recognition  Still-to-video  Discriminant Analysis  Point-manifold Distance  Scenario-oriented  
Nonlinear Metric Learning with Deep Independent Subspace Analysis Network for Face Verification 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, 卷号: E96D, 期号: 12, 页码: 2830-2838
作者:  Cai, Xinyuan;  Wang, Chunheng;  Xiao, Baihua;  Shao, Yunxue
Adobe PDF(1118Kb)  |  收藏  |  浏览/下载：312/86  |  提交时间：2015/08/12
Metric Learning  Independent Subspace Analysis  Deep Learning Architecture  Face Verification