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| 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：56/16 | 提交时间：2024/01/23
Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| 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：43/22 | 提交时间：2024/01/23
Evidence theory multi-view clustering (MVC) optimization sparse reconstruction |
| PAPS: Progressive Attention-Based Pan-sharpening 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 391-404
作者: Yanan Jia; Qiming Hu; Renwei Dian; Jiayi Ma; Xiaojie Guo
Adobe PDF(10173Kb) | 收藏 | 浏览/下载：34/8 | 提交时间：2024/01/23
High-resolution multispectral image image fusion pan-sharpening progressive enhancement |
| Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121
作者: Yue Zhou; Xin Luo; MengChu Zhou
Adobe PDF(1723Kb) | 收藏 | 浏览/下载：122/61 | 提交时间：2023/04/26
Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |
| Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691
作者: Xinya Wang; Qian Hu; Yingsong Cheng; Jiayi Ma
Adobe PDF(22541Kb) | 收藏 | 浏览/下载：76/19 | 提交时间：2023/07/20
Deep learning hyperspectral image image fusion image super-resolution survey |
| Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者: Haonan Huang; Guoxu Zhou; Naiyao Liang; Qibin Zhao; Shengli Xie
Adobe PDF(3206Kb) | 收藏 | 浏览/下载：111/38 | 提交时间：2023/09/22
Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang
Adobe PDF(2741Kb) | 收藏 | 浏览/下载：122/48 | 提交时间：2023/05/29
Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
| A Lane-Level Road Marking Map Using a Monocular Camera 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 187-204
作者: Wonje Jang; Junhyuk Hyun; Jhonghyun An; Minho Cho; Euntai Kim
Adobe PDF(30873Kb) | 收藏 | 浏览/下载：222/42 | 提交时间：2021/11/03
Autonomous driving lane-level map road lane road marking map symbolic road marking weighted loss |
| Monocular Visual-Inertial and Robotic-Arm Calibration in a Unifying Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 146-159
作者: Yinlong Zhang; Wei Liang; Mingze Yuan; Hongsheng He; Jindong Tan; Zhibo Pang
Adobe PDF(17751Kb) | 收藏 | 浏览/下载：228/55 | 提交时间：2021/11/03
Calibration inertial measurement unit (IMU) monocular camera robotic arm spiral moving trajectory |
| A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
作者: Hao Wu; Xin Luo; MengChu Zhou; Muhyaddin J. Rawa; Khaled Sedraoui; Aiiad Albeshri
Adobe PDF(2495Kb) | 收藏 | 浏览/下载：209/54 | 提交时间：2022/03/09
Big data high dimensional and incomplete (HDI) tensor latent factorization-of-tensors (LFT) machine learning missing data optimization proportional-integral-derivative (PID) controller |
