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| Intuitive Human-Robot-Environment Interaction With EMG Signals: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1075-1091
作者: Dezhen Xiong; Daohui Zhang; Yaqi Chu; Yiwen Zhao; Xingang Zhao
 Adobe PDF(5061Kb) |  收藏 | 浏览/下载：10/3 | 提交时间：2024/04/10
Electromyography human-robot-environment interaction (HREI) human-robot interaction (HRI) semiautonomous sensory feedback |
| A Novel Parameter-Optimized Recurrent Attention Network for Pipeline Leakage Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1064-1076
作者: Tong Sun; Chuang Wang ; Hongli Dong; Yina Zhou; Chuang Guan
Adobe PDF(3211Kb) | 收藏 | 浏览/下载：186/59 | 提交时间：2023/03/22
Anomaly-attention mechanism (AM) long short-term memory (LSTM) parameter-optimized recurrent attention network (PRAN) particle swarm optimization (PSO) pipeline leakage detection (PLD) |
| Regularization by Multiple Dual Frames for Compressed Sensing Magnetic Resonance Imaging With Convergence Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2136-2153
作者: Baoshun Shi; Kexun Liu
Adobe PDF(16304Kb) | 收藏 | 浏览/下载：70/32 | 提交时间：2023/09/22
Bounded denoiser compressed sensing magnetic resonance imaging (CSMRI) dual frames plug-and-play priors regularization |
| Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691
作者: Xinya Wang; Qian Hu; Yingsong Cheng; Jiayi Ma
Adobe PDF(22541Kb) | 收藏 | 浏览/下载：76/19 | 提交时间：2023/07/20
Deep learning hyperspectral image image fusion image super-resolution survey |
| Pavement Cracks Coupled With Shadows: A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1593-1607
作者: Lili Fan; Shen Li; Ying Li; Bai Li; Dongpu Cao; Fei-Yue Wang
Adobe PDF(23502Kb) | 收藏 | 浏览/下载：88/13 | 提交时间：2023/06/14
Automatic pavement crack detection data augmentation compensation deep learning residual feature augmentation shadow removal shadow-crack dataset |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao
Adobe PDF(1612Kb) | 收藏 | 浏览/下载：186/40 | 提交时间：2022/08/01
Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |
| Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
作者: Yang Yu; Zhenyu Lei; Yirui Wang; Tengfei Zhang; Chen Peng; Shangce Gao
Adobe PDF(4567Kb) | 收藏 | 浏览/下载：219/43 | 提交时间：2021/11/03
Artificial neuron networks (ANNs) dendrite neuron network differential evolution (DE) scale-free network |
| A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者: Ce Zhang; Azim Eskandarian
Adobe PDF(42044Kb) | 收藏 | 浏览/下载：198/56 | 提交时间：2021/06/11
Advanced driver assistance systems (ADAS) data analysis electroencephalography (EEG) intelligent vehicles machine learning algorithms neural network |
| A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
作者: Chuang Chen; Ningyun Lu; Bin Jiang; Cunsong Wang
Adobe PDF(1855Kb) | 收藏 | 浏览/下载：153/54 | 提交时间：2021/04/09
Long short-term memory (LSTM) network predictive maintenance remaining useful life (RUL) estimation risk-averse adaptation support vector regression (SVR) |
| 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：173/33 | 提交时间：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
