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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
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
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Graph neural network, image segmentation, self-attention, structure pattern learning.  
Computational Intelligence in Remote Sensing Image Registration: A survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
Authors:  Yue Wu;  Jun-Wei Liu;  Chen-Zhuo Zhu;  Zhuang-Fei Bai;  Qi-Guang Miao;  Wen-Ping Ma;  Mao-Guo Gong
View  |  Adobe PDF(995Kb)  |  Favorite  |  View/Download：6/2  |  Submit date：2021/02/23
Computational intelligence  evolutionary computation  neural network  deep learning  remote sensing image registration  
Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 45-54
Authors:  Punyanuch Borwarnginn;  Worapan Kusakunniran;  Sarattha Karnjanapreechakorn;  Kittikhun Thongkanchorn
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Computer vision  deep learning  dog breed classification  transfer learning  image augmentation  
Type Synthesis and Dynamics Performance Evaluation of a Class of 5-DOF Redundantly Actuated Parallel Mechanisms 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 96-109
Authors:  Bing-Shan Jiang;  Hai-Rong Fang;  Hai-Qiang Zhang
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Type synthesis  redundantly actuated parallel mechanism (PM)  lie group theory  configuration evolution  dynamics performance evaluation  
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
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2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
Control of Non-Deterministic Systems With μ-Calculus Specifications Using Quotienting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 953-970
Authors:  Samik Basu;  Ratnesh Kumar
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Discrete event systems (DES)  non-deterministic plant  μ-calculus  supervisory control  
Property Preservation of Petri Synthesis Net Based Representation for Embedded Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 905-915
Authors:  Chuanliang Xia;  Chengdong Li
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Modeling  Petri nets  property preservation  subnet  synthesis  
Vibration Control of a High-Rise Building Structure: Theory and Experiment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 866-875
Authors:  Yuhua Song;  Wei He;  Xiuyu He;  Zhiji Han
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Boundary control  distributed parameter systems  high-rise building structure  vibration control  
Robotic Intra-Operative Ultrasound: Virtual Environments and Parallel Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1095-1106
Authors:  Shuangyi Wang;  James Housden;  Tianxiang Bai;  Hongbin Liu;  Junghwan Back;  Davinder Singh;  Kawal Rhode;  Zeng-Guang Hou;  Fei-Yue Wang
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Medical robots  parallel intelligence  parallel systems  robotic-assisted surgery  robotic ultrasound  
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)