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| 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 |
| 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 |
| 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：22/5 | 提交时间：2024/03/18
Deep transfer learning domain adaptation incorrect label annotation intelligent fault diagnosis rotating machines |
| 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 |
| 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 |
| Multi-Axis Attention With Convolution Parallel Block for Organoid Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1295-1297
作者: Pengwei Hu; Xun Deng; Feng Tan; Lun Hu
Adobe PDF(1525Kb) | 收藏 | 浏览/下载：14/4 | 提交时间：2024/04/10 |
| A Fractional-Order Ultra-Local Model-Based Adaptive Neural Network Sliding Mode Control of n-DOF Upper-Limb Exoskeleton With Input Deadzone 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 760-781
作者: Dingxin He; HaoPing Wang; Yang Tian; Yida Guo
Adobe PDF(9812Kb) | 收藏 | 浏览/下载：46/9 | 提交时间：2024/02/19
Adaptive control input deadzone model-free control n-DOF upper-limb exoskeleton neural network |
| Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis With Neuromorphic Computing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 788-790
作者: Xinrui Chen; Xiang Li; Shupeng Yu; Yaguo Lei; Naipeng Li; Bin Yang
Adobe PDF(24644Kb) | 收藏 | 浏览/下载：69/22 | 提交时间：2024/02/19 |
| 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：220/153 | 提交时间：2024/01/02
Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
