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Ziying Song
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Multi-modal 3d object detection in autonomous driving: A survey and taxonomy
L Wang, X Zhang, Z Song, J Bi, G Zhang, H Wei, L Tang, L Yang, J Li, ...
IEEE Transactions on Intelligent Vehicles 8 (7), 3781-3798, 2023
942023
SAT-GCN: Self-attention graph convolutional network-based 3D object detection for autonomous driving
L Wang, Z Song, X Zhang, C Wang, G Zhang, L Zhu, J Li, H Liu
Knowledge-Based Systems 259, 110080, 2023
682023
MSFYOLO: Feature fusion-based detection for small objects
Z Song, Y Zhang, Y Liu, K Yang, M Sun
IEEE Latin America Transactions 20 (5), 823-830, 2022
372022
VP-Net: Voxels as points for 3-D object detection
Z Song, H Wei, C Jia, Y Xia, X Li, C Zhang
IEEE Transactions on Geoscience and Remote Sensing 61, 1-12, 2023
292023
GraphAlign++: An accurate feature alignment by graph matching for multi-modal 3D object detection
Z Song, C Jia, L Yang, H Wei, L Liu
IEEE Transactions on Circuits and Systems for Video Technology, 2023
232023
Graphalign: Enhancing accurate feature alignment by graph matching for multi-modal 3d object detection
Z Song, H Wei, L Bai, L Yang, C Jia
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
202023
Birds detection in natural scenes based on improved faster RCNN
W Xiang, Z Song, G Zhang, X Wu
Applied Sciences 12 (12), 6094, 2022
192022
Robustness-aware 3d object detection in autonomous driving: A review and outlook
Z Song, L Liu, F Jia, Y Luo, C Jia, G Zhang, L Yang, L Wang
IEEE Transactions on Intelligent Transportation Systems, 2024
152024
Model optimization method based on vertical federated learning
K Yang, Z Song, Y Zhang, Y Zhou, X Sun, J Wang
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
142021
Dual radar: A multi-modal dataset with dual 4d radar for autononous driving
X Zhang, L Wang, J Chen, C Fang, L Yang, Z Song, G Yang, Y Wang, ...
arXiv preprint arXiv:2310.07602, 2023
132023
Deep learning-based object detection improvement for fine-grained birds
K Yang, Z Song
Ieee Access 9, 67901-67915, 2021
122021
Multi-sem fusion: multimodal semantic fusion for 3D object detection
S Xu, F Li, Z Song, J Fang, S Wang, ZX Yang
IEEE Transactions on Geoscience and Remote Sensing, 2024
102024
Robofusion: Towards robust multi-modal 3d obiect detection via sam
Z Song, G Zhang, L Liu, L Yang, S Xu, C Jia, F Jia, L Wang
IJCAI, 2024
102024
Graphbev: Towards robust bev feature alignment for multi-modal 3d object detection
Z Song, L Yang, S Xu, L Liu, D Xu, C Jia, F Jia, L Wang
ECCV, 2024
92024
Voxelnextfusion: A simple, unified and effective voxel fusion framework for multi-modal 3d object detection
Z Song, G Zhang, J Xie, L Liu, C Jia, S Xu, Z Wang
TGRS, 2024
92024
Dyfusion: Cross-attention 3d object detection with dynamic fusion
J Bi, H Wei, G Zhang, K Yang, Z Song
IEEE Latin America Transactions 22 (2), 106-112, 2024
82024
MsfNet: a novel small object detection based on multi-scale feature fusion
Z Song, P Wu, K Yang, Y Zhang, Y Liu
2021 17th International Conference on Mobility, Sensing and Networking (MSN …, 2021
82021
ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection
Z Song, F Jia, H Pan, Y Luo, C Jia, G Zhang, L Liu, Y Ji, L Yang, L Wang
arXiv preprint arXiv:2405.16873, 2024
62024
Urformer: Unified representation lidar-camera 3d object detection with transformer
G Zhang, J Xie, L Liu, Z Wang, K Yang, Z Song
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 401-413, 2023
62023
Fast detection of multi-direction remote sensing ship object based on scale space pyramid
Z Song, L Wang, G Zhang, C Jia, J Bi, H Wei, Y Xia, C Zhang, L Zhao
2022 18th International Conference on Mobility, Sensing and Networking (MSN …, 2022
62022
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