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View-graph construction framework for robust and efficient structure-from-motion 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 114, 页码: 9
Authors:  Cui, Hainan;  Shi, Tianxin;  Zhang, Jun;  Xu, Pengfei;  Meng, Yiping;  Shen, Shuhan
Favorite  |  View/Download:14/0  |  Submit date:2021/04/06
Structure-from-motion  View-graph construction  Epipolar geometry computation  
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
View  |  Adobe PDF(2166Kb)  |  Favorite  |  View/Download:23/4  |  Submit date:2021/01/06
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.  
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation 期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Li, Dong
View  |  Adobe PDF(976Kb)  |  Favorite  |  View/Download:34/2  |  Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model  
Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
Authors:  Abhijit Guha;  Debabrata Samanta
View  |  Adobe PDF(1485Kb)  |  Favorite  |  View/Download:7/2  |  Submit date:2021/02/23
Anomaly detection  title insurance  autoencoder  one-class support vector machine (OSVM)  term frequency – inverse document frequency (TF-IDF)  robotic process automation  dimensionality reduction  
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
Authors:  Fei Liu;  Wang K(王坤);  Dan Liu;  Xin Yang;  Jie Tian
View  |  Adobe PDF(3848Kb)  |  Favorite  |  View/Download:45/6  |  Submit date:2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
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
Adobe PDF(18247Kb)  |  Favorite  |  View/Download:11/1  |  Submit date:2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
Authors:  Chengcai Leng;  Hai Zhang;  Guorong Cai;  Zhen Chen;  Anup Basu
Adobe PDF(1933Kb)  |  Favorite  |  View/Download:18/1  |  Submit date:2021/04/09
Data clustering  dimension reduction  image registration  non-negative matrix factorization (NMF)  total variation (TV)  
Semi-Supervised Scene Text Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 3005-3016
Authors:  Gao, Yunze;  Chen, Yingying;  Wang, Jinqiao;  Lu, Hanqing
Favorite  |  View/Download:16/0  |  Submit date:2021/04/06
Text recognition  Reinforcement learning  Training  Feature extraction  Annotations  Probability distribution  Predictive models  Semi-supervised scene text recognition  embedding  reinforcement learning