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基于多尺度流模型的视觉异常检测研究 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 640-648
Authors:  毛国君;  吴星臻;  邢树礼
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异常检测  流模型  层级感知  多尺度特征  
基于混合数据增强的MSWI过程燃烧状态识别 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 560-575
Authors:  郭海涛;  汤健;  丁海旭;  乔俊飞
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城市固废焚烧  深度卷积生成对抗网络  燃烧状态识别  非生成式数据增强  混合数据增强  
面向复杂物流配送场景的车辆路径规划多任务辅助进化算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 544-559
Authors:  李坚强;  蔡俊创;  孙涛;  朱庆灵;  林秋镇
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车辆路径规划问题  时间窗约束  同时取送货  进化算法  迁移优化  
基于深层卷积随机配置网络的电熔镁炉工况识别方法研究 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 527-543
Authors:  李帷韬;  童倩倩;  王殿辉;  吴高昌
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电熔镁炉  深层卷积随机配置网络  高斯差分卷积核  类激活映射图  可解释性  
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
Authors:  Pengwei Hu;  Xun Deng;  Feng Tan;  Lun Hu
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A Data-Driven Real-Time Trajectory Planning and Control Methodology for UGVs Using LSTMRDNN 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1292-1294
Authors:  Kaiyuan Chen;  Runqi Chai;  Runda Zhang;  Zhida Xing;  Yuanqing Xia;  Guoping Liu
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MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
Authors:  Qian Hu;  Jiayi Ma;  Yuan Gao;  Junjun Jiang;  Yixuan Yuan
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Compressive imaging  deep unfolding network hyperspectral image  
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
Authors:  Wenqi Ren;  Yang Tang;  Qiyu Sun;  Chaoqiang Zhao;  Qing-Long Han
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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
Authors:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
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Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
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
Authors:  Dezhen Xiong;  Daohui Zhang;  Yaqi Chu;  Yiwen Zhao;  Xingang Zhao
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Electromyography  human-robot-environment interaction (HREI)  human-robot interaction (HRI)  semiautonomous  sensory feedback