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| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126
作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
 Adobe PDF(12695Kb) |  收藏 | 浏览/下载：11/2 | 提交时间：2024/04/10
Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
Adobe PDF(2100Kb) | 收藏 | 浏览/下载：8/3 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li ; Xia Xie; Lizhen Cui; Fei-Yue Wang
Adobe PDF(7239Kb) | 收藏 | 浏览/下载：28/7 | 提交时间：2024/03/18
Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995
作者: Tao Wang; Qiming Chen; Xun Lang; Lei Xie; Peng Li; Hongye Su
Adobe PDF(3095Kb) | 收藏 | 浏览/下载：30/10 | 提交时间：2024/03/18
Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| A Weakly-Supervised Crowd Density Estimation Method Based on Two-Stage Linear Feature Calibration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 965-981
作者: Yong-Chao Li; Rui-Sheng Jia; Ying-Xiang Hu; Hong-Mei Sun
Adobe PDF(10448Kb) | 收藏 | 浏览/下载：21/8 | 提交时间：2024/03/18
Crowd density estimation linear feature calibration vision transformer weakly-supervision learning |
| Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
作者: Bin Yang; Yaguo Lei; Xiang Li; Naipeng Li; Asoke K. Nandi
Adobe PDF(18822Kb) | 收藏 | 浏览/下载：24/5 | 提交时间：2024/03/18
Deep transfer learning domain adaptation incorrect label annotation intelligent fault diagnosis rotating machines |
| A Novel Sensing Imaging Equipment Under Extremely Dim Light for Blast Furnace Burden Surface: Starlight High-Temperature Industrial Endoscope 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 893-906
作者: Zhipeng Chen; Xinyi Wang; Weihua Gui; Jilin Zhu; Chunhua Yang; Zhaohui Jiang
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：15/3 | 提交时间：2024/03/18
Blast furnace (BF) burden surface extremely dim light industrial endoscope sensing imaging starlight |
| Distributed Economic MPC for Synergetic Regulation of the Voltage of an Island DC Micro-Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 734-745
作者: Yi Zheng; Yanye Wang; Xun Meng; Shaoyuan Li; Hao Chen
Adobe PDF(3523Kb) | 收藏 | 浏览/下载：57/21 | 提交时间：2024/02/19
Distributed model predictive control (DMPC) Lyapunov-based model predictive control micro-grid (MG) voltage control |
| Depth-Guided Vision Transformer With Normalizing Flows for Monocular 3D Object Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 673-689
作者: Cong Pan; Junran Peng; Zhaoxiang Zhang
Adobe PDF(37784Kb) | 收藏 | 浏览/下载：49/20 | 提交时间：2024/02/19
Monocular 3D object detection normalizing flows Swin Transformer |
| Fixed-Time Sliding Mode Control With Varying Exponent Coefficient for Modular Reconfigurable Flight Arrays 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 514-528
作者: Jianquan Yang; Chunxi Yang; Xiufeng Zhang; Jing Na
Adobe PDF(3700Kb) | 收藏 | 浏览/下载：65/23 | 提交时间：2024/01/23
Control allocation dynamic model fixed-time stabilization modular reconfigurable flight array (MRFA) sliding mode |
