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SLMS-SSD: Improving the balance of semantic and spatial information in object detection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 206, 页码: 10
Authors:  Wang, Kunfeng;  Wang, Yadong;  Zhang, Shuqin;  Tian, Yonglin;  Li, Dazi
Favorite  |  View/Download:27/0  |  Submit date:2022/09/19
Object detection  Deep learning  Multi-scale feature selection  Self-learning feature fusion  
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 441-455
Authors:  Wang, Jiangong;  Shen, Tianyu;  Tian, Yonglin;  Wang, Yutong;  Gou, Chao;  Wang, Xiao;  Yao, Fei;  Sun, Changyin
Favorite  |  View/Download:3/0  |  Submit date:2022/11/28
Object detection  Feature extraction  Data models  Training  Knowledge engineering  Detectors  Computational modeling  Computer vision  Unsupervised Domain Adaptation  Teacher-student learning  Traffic object detection  
Federated Vehicular Transformers and Their Federations: Privacy-Preserving Computing and Cooperation for Autonomous Driving 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 456-465
Authors:  Tian, Yonglin;  Wang, Jiangong;  Wang, Yutong;  Zhao, Chen;  Yao, Fei;  Wang, Xiao
Favorite  |  View/Download:2/0  |  Submit date:2022/11/28
Transformers  Autonomous vehicles  Collaborative work  Point cloud compression  Trajectory  Computational modeling  Vehicle dynamics  Cooperative autonomous driving  Federated Vehicular Transformers  Federation of Vehicular Transformers  Vehicular Transformers  
SegDQ: Segmentation assisted multi-object tracking with dynamic query-based transformers 期刊论文
NEUROCOMPUTING, 2022, 卷号: 481, 页码: 91-101
Authors:  Liu, Yating;  Bai, Tianxiang;  Tian, Yonglin;  Wang, Yutong;  Wang, Jiangong;  Wang, Xiao;  Wang, Fei-Yue
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Multi-object tracking  Transformer  Semantic task  Dynamic query  
Exploring Image Generation for UAV Change Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1061-1072
Authors:  Xuan Li;  Haibin Duan;  Yonglin Tian;  Fei-Yue Wang
Adobe PDF(6339Kb)  |  Favorite  |  View/Download:25/4  |  Submit date:2022/05/30
Change detection  computer graphics  image translation  simulated images  synthetic images  unmanned aerial vehicles (UAVs)  
A Multi-Stream Feature Fusion Approach for Traffic Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2022, 卷号: 23, 期号: 2, 页码: 1456-1466
Authors:  Zhishuai Li;  Gang Xiong;  Yonglin Tian;  Yisheng Lv;  Yuanyuan Chen;  Pan Hui;  Xiang Su
Adobe PDF(3248Kb)  |  Favorite  |  View/Download:108/22  |  Submit date:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream  
Parallel Point Clouds: Hybrid Point Cloud Generation and 3D Model Enhancement via Virtual-Real Integration 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15, 页码: 17
Authors:  Tian, Yonglin;  Wang, Xiao;  Shen, Yu;  Guo, Zhongzheng;  Wang, Zilei;  Wang, Fei-Yue
Favorite  |  View/Download:52/0  |  Submit date:2021/11/02
virtual LiDAR  hybrid point clouds  virtual-real interaction  3D detection  
Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point Clouds 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
Authors:  Tian, Yonglin;  Huang, Lichao;  Yu, Hui;  Wu, Xiangbin;  Li, Xuesong;  Wang, Kunfeng;  Wang, Zilei;  Wang, Fei-Yue
Favorite  |  View/Download:26/0  |  Submit date:2022/01/27
Three-dimensional displays  Feature extraction  Convolution  Proposals  Kernel  Laser radar  Semantics  Point clouds  3D detection  dynamic network  context features  
Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 3, 页码: 538-545
Authors:  Wang, Fei-Yue;  Zhang, Weishan;  Tian, Yonglin;  Qin, Rui;  Wang, Xiao;  Hu, Bin
Favorite  |  View/Download:46/0  |  Submit date:2021/08/15
Federated Ecology: Steps Toward Confederated Intelligence 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 2, 页码: 271-278
Authors:  Wang, Fei-Yue;  Qin, Rui;  Chen, Yizhu;  Tian, Yonglin;  Wang, Xiao;  Hu, Bin
Adobe PDF(1056Kb)  |  Favorite  |  View/Download:65/2  |  Submit date:2021/05/17