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| Industry-oriented Detection Method of PCBA Defects Using Semantic Segmentation Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1438-1446
作者: Yang Li; Xiao Wang ; Zhifan He; Ze Wang; Ke Cheng; Sanchuan Ding; Yijing Fan; Xiaotao Li; Yawen Niu; Shanpeng Xiao; Zhenqi Hao; Bin Gao; Huaqiang Wu
 Adobe PDF(12898Kb) |  收藏 | 浏览/下载：17/5 | 提交时间：2024/05/22
Automated optical inspection (AOI) deep learning defect detection printed circuit board assembly (PCBA) semantic segmentation |
| 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：69/22 | 提交时间：2024/02/19
Monocular 3D object detection normalizing flows Swin Transformer |
| 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：101/41 | 提交时间：2024/01/23 |
| Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者: Zefeng Zheng; Luyao Teng; Wei Zhang; Naiqi Wu; Shaohua Teng
Adobe PDF(15412Kb) | 收藏 | 浏览/下载：128/25 | 提交时间：2023/10/31
Cross-domain risk dual density sampling intra-domain risk maximum mean discrepancy knowledge transfer learning resource-limited domain adaptation |
| Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 711-721
作者: Yu Liu; Bin Jiang; Jiaming Xu
Adobe PDF(3290Kb) | 收藏 | 浏览/下载：217/48 | 提交时间：2023/03/02
Artificial intelligence computer vision deep convolutional neural network few-shot semantic segmentation |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：903/146 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
作者: Jiayi Ma; Kaining Zhang; Junjun Jiang
Adobe PDF(15763Kb) | 收藏 | 浏览/下载：220/51 | 提交时间：2023/01/16
Feature matching locality preserving matching loop closure detection SLAM |
| Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
作者: Luca Butera; Alberto Ferrante; Mauro Jermini; Mauro Prevostini; Cesare Alippi
Adobe PDF(24040Kb) | 收藏 | 浏览/下载：159/11 | 提交时间：2021/11/03
Computer vision machine learning neural network pest insect pest monitoring Popillia japonica precise agriculture |
| Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
作者: Dezhen Xiong; Daohui Zhang; Xingang Zhao; Yiwen Zhao
Adobe PDF(3921Kb) | 收藏 | 浏览/下载：192/34 | 提交时间：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
| Automatic Detection of COVID-19 Infection Using Chest X-Ray Images Through Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 239-248
作者: Elene Firmeza Ohata; Gabriel Maia Bezerra; João Victor Souza das Chagas; Aloísio Vieira Lira Neto; Adriano Bessa Albuquerque; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho
Adobe PDF(9228Kb) | 收藏 | 浏览/下载：132/30 | 提交时间：2021/04/09
Convolutional neural networks (CNNs) COVID-19 transfer learning X-ray |
