Jiaru Zhong

BEVMamba: Time Sequence Dense Bird’s-Eye-View Perception Modeling With State Space Model

2025 · IEEE Transactions on Intelligent Transportation Systems

BEV-based 3D perception with multi-frame images input is crucial for autonomous driving. However, current methods for temporal BEV perception fail to fully utilize long sequence features because of local fusion or high complexity. Recently, Mamba, …