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Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473
作者:  Chaoyu Gong;  Yang You
Adobe PDF(1769Kb)  |  收藏  |  浏览/下载：39/20  |  提交时间：2024/01/23
Evidence theory  multi-view clustering (MVC)  optimization  sparse reconstruction  
Social Radars: Finding Targets in Cyberspace for Cybersecurity 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 279-282
作者:  Lili Fan;  Changxian Zeng;  Yutong Wang;  Jiaqi Ma;  Fei-Yue Wang
Adobe PDF(10180Kb)  |  收藏  |  浏览/下载：36/5  |  提交时间：2024/01/23
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：5/1  |  提交时间：2024/04/10
Computer vision  deep learning  few-shot learning  low-shot learning  semantic segmentation  zero-shot learning  
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
作者:  Qian Hu;  Jiayi Ma;  Yuan Gao;  Junjun Jiang;  Yixuan Yuan
Adobe PDF(10937Kb)  |  收藏  |  浏览/下载：4/0  |  提交时间：2024/04/10
Compressive imaging  deep unfolding network hyperspectral image  
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：13/4  |  提交时间：2024/03/18
Deep transfer learning  domain adaptation  incorrect label annotation  intelligent fault diagnosis  rotating machines  
Intelligent Small Sample Defect Detection of Concrete Surface Using Novel Deep Learning Integrating Improved YOLOv5 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 545-547
作者:  Yongming Han;  Lei Wang;  Youqing Wang;   Zhiqiang Geng
Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：65/31  |  提交时间：2024/01/23
A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501
作者:  Nianyin Zeng;  Xinyu Li;  Peishu Wu;  Han Li;  Xin Luo
Adobe PDF(12478Kb)  |  收藏  |  浏览/下载：42/11  |  提交时间：2024/01/23
Attention mechanism  knowledge distillation (KD)  object detection  tensor decomposition (TD)  unmanned aerial vehicles (UAVs)  
Object Helps U-Net Based Change Detectors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 548-550
作者:  Lan Yan;  Qiang Li;  Kenli Li
Adobe PDF(1161Kb)  |  收藏  |  浏览/下载：55/20  |  提交时间：2024/01/23
Dendritic Learning-Incorporated Vision Transformer for Image Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 539-541
作者:  Zhiming Zhang;  Zhenyu Lei;  Masaaki Omura;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：69/31  |  提交时间：2024/01/23
Dendritic Deep Learning for Medical Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 803-805
作者:  Zhipeng Liu;  Zhiming Zhang;  Zhenyu Lei;  Masaaki Omura;  Rong-Long Wang;  Shangce Gao
Adobe PDF(975Kb)  |  收藏  |  浏览/下载：63/21  |  提交时间：2024/02/19