Qingjie Liu* — accepted AI-conference papers

2024

FSD-BEV: Foreground Self-Distillation for Multi-view 3D Object Detection

Zheng Jiang, Jinqing Zhang, Yanan Zhang, Qingjie Liu*, Zhenghui HU*, Baohui Wang +1

ECCV 2024poster

"Although multi-view 3D object detection based on the Bird’s-Eye-View (BEV) paradigm has garnered widespread attention as an economical and deployment-friendly perception solution for autonomous driving, there is still a performance gap compared to LiDAR-based methods. In recent years, several cross…

Cited by 6 Source ↗PDF ↗code ↗Scholar ↗

2024

MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection

Ziyue Huang, Yongchao Feng, Qingjie Liu*, Yunhong Wang

ECCV 2024poster

"Detection pre-training methods for the DETR series detector have been extensively studied in natural scenes, e.g., DETReg. However, the detection pre-training remains unexplored in remote sensing scenes. In existing pre-training methods, alignment between object embeddings extracted from a pre-trai…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗