TraF-Align: Trajectory-aware Feature Alignment for Asynchronous Multi-agent Perception
Cooperative perception presents significant potential for enhancing the sensing capabilities of individual vehicles, however, inter-agent latency remains a critical challenge. Latencies cause misalignments in both spatial and semantic features, complicating the fusion of real-time observations from…