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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：79/34 | 提交时间：2024/03/18
Crowd density estimation linear feature calibration vision transformer weakly-supervision 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：98/30 | 提交时间：2024/02/19
Monocular 3D object detection normalizing flows Swin Transformer |
| 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：104/29 | 提交时间：2024/01/23
Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：255/153 | 提交时间：2023/08/10
Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| Automatic Lane-Level Intersection Map Generation using Low-Channel Roadside LiDAR 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1209-1222
作者: Hui Liu; Ciyun Lin; Bowen Gong; Dayong Wu
Adobe PDF(16514Kb) | 收藏 | 浏览/下载：176/44 | 提交时间：2023/04/26
High-definition map lane-level intersection map roadside LiDAR sliding window traffic object trajectory |
| 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：958/153 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Multi-Source Adaptive Selection and Fusion for Pedestrian Dead Reckoning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2174-2185
作者: Yuanxun Zheng; Qinghua Li; Changhong Wang; Xiaoguang Wang; Lifeng Hu
Adobe PDF(7050Kb) | 收藏 | 浏览/下载：205/67 | 提交时间：2022/12/02
Adaptive reliability evaluation adaptive weight evaluation Kalman filter (KF) multi-source fusion optimal set selection |
| An Adaptive Padding Correlation Filter With Group Feature Fusion for Robust Visual Tracking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1845-1860
作者: Zihang Feng; Liping Yan; Yuanqing Xia; Bo Xiao
Adobe PDF(10973Kb) | 收藏 | 浏览/下载：238/67 | 提交时间：2022/09/08
Adaptive padding context information correlation filter (CF) feature group fusion robust visual tracking |
| Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者: Samuel Harford; Fazle Karim; Houshang Darabi
Adobe PDF(12886Kb) | 收藏 | 浏览/下载：159/49 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| A Cognitive Memory-Augmented Network for Visual Anomaly Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1296-1307
作者: Tian Wang; Xing Xu; Fumin Shen; Yang Yang
Adobe PDF(6796Kb) | 收藏 | 浏览/下载：182/67 | 提交时间：2021/06/11
Cognitive computing density estimation memory visual analysis systems visual anomaly detection |
