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Jiayu Zou

2 accepted papers

2024

DiffBEV: Conditional Diffusion Model for Bird’s Eye View Perception

AAAI 2024technical

BEV perception is of great importance in the field of autonomous driving, serving as the cornerstone of planning, controlling, and motion prediction. The quality of the BEV feature highly affects the performance of BEV perception. However, taking the noises in camera parameters and LiDAR scans into…

2023

HFT: Lifting Perspective Representations via Hybrid Feature Transformation for BEV Perception

ICRA 2023poster

Restoring an accurate Bird's Eye View (BEV) map plays a crucial role in the perception of autonomous driving. The existing works of lifting representations from frontal view to BEV can be classified into two categories, i.e., Camera model-Based Feature Transformation (CBFT) and Camera model-Free Fea…

Cited by 11SourceScholar