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| 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：82/24 | 提交时间：2024/03/18
Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| 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：96/22 | 提交时间：2024/02/19
Multi-expert learning underwater image enhancement unsupervised learning |
| 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：84/24 | 提交时间：2024/02/19
Monocular 3D object detection normalizing flows Swin Transformer |
| 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：79/19 | 提交时间：2024/01/23
High-resolution multispectral image image fusion pan-sharpening progressive enhancement |
| Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者: Yahui Liu; Bin Tian; Yisheng Lv; Lingxi Li; Fei-Yue Wang
Adobe PDF(8541Kb) | 收藏 | 浏览/下载：289/172 | 提交时间：2024/01/02
Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| Feature Matching via Topology-Aware Graph Interaction Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130
作者: Yifan Lu; Jiayi Ma; Xiaoguang Mei; Jun Huang; Xiao-Ping Zhang
Adobe PDF(26799Kb) | 收藏 | 浏览/下载：296/168 | 提交时间：2024/01/02
Feature matching graph cut outlier filtering topology preserving |
| 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：108/47 | 提交时间：2023/09/22
Bounded denoiser compressed sensing magnetic resonance imaging (CSMRI) dual frames plug-and-play priors regularization |
| Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543
作者: Guijun Ma; Zidong Wang; Weibo Liu; Jingzhong Fang; Yong Zhang; Han Ding; Ye Yuan
Adobe PDF(4250Kb) | 收藏 | 浏览/下载：168/70 | 提交时间：2023/06/14
Deep transfer learning domain adaptation hyperparameter selection lithium-ion batteries (LIBs) particle swarm optimization state of health estimation (SOH) |
| Dual-Prior Integrated Image Reconstruction for Quanta Image Sensors Using Multi-Agent Consensus Equilibrium 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1407-1420
作者: Dan Zhang; Qiusheng Lian; Yueming Su; Tengfei Ren
Adobe PDF(35567Kb) | 收藏 | 浏览/下载：79/25 | 提交时间：2023/05/29
Dual prior image reconstruction multi-agent consensus equilibrium (MACE) quanta image sensors (QIS) |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang
Adobe PDF(2741Kb) | 收藏 | 浏览/下载：163/60 | 提交时间：2023/05/29
Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
