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A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
Authors:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
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EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
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
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
View  |  Adobe PDF(5636Kb)  |  Favorite  |  View/Download:40/3  |  Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
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Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
Authors:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
View  |  Adobe PDF(2448Kb)  |  Favorite  |  View/Download:13/1  |  Submit date:2021/01/06
Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
三维裁剪Voronoi图的GPU并行计算 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  刘晓寒
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计算机图形学  计算几何  并行算法  裁剪Voronoi图  
基于深度学习的三维点云识别算法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  林华
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三维计算机视觉  深度学习  点云  形状上下文  几何模糊  旋转不变性  
面向多模态序列数据的模式分类方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:  谢龙飞
Adobe PDF(1957Kb)  |  Favorite  |  View/Download:101/1  |  Submit date:2020/06/11
多模态模式识别  情感识别  异质数据融合  生成对抗网络  注意力机制  
图卷积网络算法与应用研究 学位论文
, 自动化大厦: 中国科学院自动化研究所, 2020
Authors:  于劭炜
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图卷积网络  先验知识  半监督节点分类  关键词抽取  
Multimodal Transformer Learning for Continuous Emotion Recognition 会议论文
, Barcelona, Spain, 2020.5.4-2020.5.8
Authors:  Huang, Jian;  Tao, Jianhua;  Liu, Bin;  Lian, Zheng;  Niu, Mingyue
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Tangent Fisher Vector on Matrix Manifolds for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 3052-3064
Authors:  Luo, Guan;  Wei, Jiutong;  Hu, Weiming;  Maybank, Stephen J.
View  |  Adobe PDF(2396Kb)  |  Favorite  |  View/Download:54/2  |  Submit date:2020/04/07
Manifolds  Video sequences  Observability  Videos  Covariance matrices  Kernel  Computational modeling  Action recognition  Fisher vector  Grassmann manifold  Hankel matrix  matrix manifold