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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
Adobe PDF(5636Kb)  |  收藏  |  浏览/下载：332/136  |  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：298/51  |  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：193/0  |  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：442/148  |  提交时间：2019/12/16
Generative adversarial networks (GAN) image restoration  machine learning  underwater vision  
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：382/88  |  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：217/0  |  提交时间：2019/07/12
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：355/77  |  提交时间：2019/07/11
Iterative manifold embedding layer  image retrieval  incomplete data  
人工智能研究的新前线：生成式对抗网络 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 5, 页码: 775-792
作者:  林懿伦;  戴星原;  李力;  王晓;  王飞跃
浏览  |  Adobe PDF(6766Kb)  |  收藏  |  浏览/下载：670/219  |  提交时间：2018/10/10
深度学习  生成式对抗网络  生成模型  对抗学习  平行学习  
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：279/61  |  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  
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：318/87  |  提交时间：2015/08/12
Metric Learning  Independent Subspace Analysis  Deep Learning Architecture  Face Verification