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Toward Coordination Control of Multiple Fish-Like Robots: Real-Time Vision-Based Pose Estimation and Tracking via Deep Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1964-1976
作者:  Tianhao Zhang;  Jiuhong Xiao;  Liang Li;  Chen Wang;  Guangming Xie
Adobe PDF(40902Kb)  |  收藏  |  浏览/下载：130/15  |  提交时间：2021/09/03
Deep neural networks  formation control  multiple fish-like robots  pose estimation  pose tracking  
An Optimal Control Strategy for Multi-UAVs Target Tracking and Cooperative Competition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1931-1947
作者:  Yiguo Yang;  Liefa Liao;  Hong Yang;  Shuai Li
Adobe PDF(5876Kb)  |  收藏  |  浏览/下载：172/41  |  提交时间：2021/09/03
Artificial potential field (APF)  fuzzy control  higher-order differentiator  optimal control strategy  winner-take-all (WTA)  
Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567
作者:  Dong-Yu She;  Kun Xu
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：208/52  |  提交时间：2021/07/20
Self-supervised learning  contrastive learning  synthetic image  convolutional neural network  representation learning  
Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1271-1280
作者:  Long Sun;  Zhenbing Liu;  Xiyan Sun;  Licheng Liu;  Rushi Lan;  Xiaonan Luo
Adobe PDF(9334Kb)  |  收藏  |  浏览/下载：160/34  |  提交时间：2021/06/11
Convolutional neural network (CNN)  lightweight framework  multi-scale  super-resolution  
An Ellipsoidal Set-Membership Approach to Distributed Joint State and Sensor Fault Estimation of Autonomous Ground Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1107-1118
作者:  Eman Mousavinejad;  Xiaohua Ge;  Qing-Long Han;  Teng Joon Lim;  Ljubo Vlacic
Adobe PDF(2319Kb)  |  收藏  |  浏览/下载：189/66  |  提交时间：2021/06/11
Autonomous ground vehicle (AGV)  distributed set-membership estimation  fault estimation  sensor networks  vehicle lateral dynamics  
Image Inpainting Based on Structural Tensor Edge Intensity Model 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 256-265
作者:  Jing Wang, Yan-Hong Zhou, Hai-Feng Sima, Zhan-Qiang Huo, Ai-Zhong Mi
Adobe PDF(1679Kb)  |  收藏  |  浏览/下载：207/58  |  提交时间：2021/04/22
Exemplar-based technique  image inpainting  structural tensor  edge intensity model  structure propagation  balance operator  
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
作者:  Chengcai Leng;  Hai Zhang;  Guorong Cai;  Zhen Chen;  Anup Basu
Adobe PDF(1933Kb)  |  收藏  |  浏览/下载：284/94  |  提交时间：2021/04/09
Data clustering  dimension reduction  image registration  non-negative matrix factorization (NMF)  total variation (TV)  
Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805
作者:  Di Wu;  Xin Luo
Adobe PDF(2415Kb)  |  收藏  |  浏览/下载：154/61  |  提交时间：2021/04/09
High-dimensional and sparse matrix  L1-norm  L2-norm  latent factor model  recommender system  smooth L1-norm  
An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
作者:  Wenbin Yue;  Zidong Wang;  Jieyu Zhang;  Xiaohui Liu
Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：240/56  |  提交时间：2021/04/09
Collaborative filtering (CF)  content-based recommendation  healthcare  recommendation system (RS)  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
作者:  Dezhen Xiong;  Daohui Zhang;  Xingang Zhao;  Yiwen Zhao
Adobe PDF(3921Kb)  |  收藏  |  浏览/下载：206/39  |  提交时间：2021/04/09
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness