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| Parameter-Free Shifted Laplacian Reconstruction for Multiple Kernel Clustering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1072-1074
作者: Xi Wu; Zhenwen Ren; F. Richard Yu
 Adobe PDF(515Kb) |  收藏 | 浏览/下载：74/33 | 提交时间：2024/03/18 |
| Unsupervised Multi-Expert Learning Model for Underwater Image Enhancement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 708-722
作者: Hongmin Liu; Qi Zhang; Yufan Hu; Hui Zeng; Bin Fan
Adobe PDF(59664Kb) | 收藏 | 浏览/下载：38/12 | 提交时间：2024/02/19
Multi-expert learning underwater image enhancement unsupervised learning |
| More than Lightening: A Self-supervised Low-light Image Enhancement Method Capable for Multiple Degradations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 622-637
作者: Han Xu; Jiayi Ma; Yixuan Yuan; Hao Zhang; Xin Tian; Xiaojie Guo
Adobe PDF(25490Kb) | 收藏 | 浏览/下载：37/8 | 提交时间：2024/02/19
Color correction low-light image enhancement self-supervised learning |
| PAPS: Progressive Attention-Based Pan-sharpening 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 391-404
作者: Yanan Jia; Qiming Hu; Renwei Dian; Jiayi Ma; Xiaojie Guo
Adobe PDF(10173Kb) | 收藏 | 浏览/下载：34/8 | 提交时间：2024/01/23
High-resolution multispectral image image fusion pan-sharpening progressive enhancement |
| Enhancing Iterative Learning Control With Fractional Power Update Law 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1137-1149
作者: Zihan Li; Dong Shen; Xinghuo Yu
Adobe PDF(2070Kb) | 收藏 | 浏览/下载：102/32 | 提交时间：2023/04/26
Asymptotic convergence convergence rate finite-iteration tracking fractional power learning rule limit cycles |
| 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 |
| Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729
作者: Weiliang Zuo; Jingmin Xin; Changnong Liu; Nanning Zheng; Akira Sano
Adobe PDF(2011Kb) | 收藏 | 浏览/下载：68/30 | 提交时间：2023/07/20
Capon beamformer direction-of-arrival (DOA) estimation large-sample mean-squared-error (MSE) subspace-based methods uniform linear array |
| Event-Triggered Asymmetric Bipartite Consensus Tracking for Nonlinear Multi-Agent Systems Based on Model-Free Adaptive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 662-672
作者: Jiaqi Liang; Xuhui Bu; Lizhi Cui; Zhongsheng Hou
Adobe PDF(1799Kb) | 收藏 | 浏览/下载：132/38 | 提交时间：2023/03/02
Asymmetric bipartite consensus tracking event-triggered model-free adaptive control (MFAC) nonlinear systems signed digraph |
| A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb) | 收藏 | 浏览/下载：229/96 | 提交时间：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
Adobe PDF(7068Kb) | 收藏 | 浏览/下载：248/64 | 提交时间：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
