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Zhiying Song

4 accepted papers

2025

TraF-Align: Trajectory-aware Feature Alignment for Asynchronous Multi-agent Perception

CVPR 2025poster

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…

2025

V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception

NeurIPS 2025spotlight

Modern autonomous vehicle perception systems often struggle with occlusions and limited perception range. Previous studies have demonstrated the effectiveness of cooperative perception in extending the perception range and overcoming occlusions, thereby enhancing the safety of autonomous driving. In…

Cited by 0SourceScholar
2024

A Spatial Calibration Method for Robust Cooperative Perception

RA-L 2024

Cooperative perception is a promising technique for intelligent and connected vehicles through vehicle-to-everything (V2X) cooperation, provided that accurate pose information and relative pose transforms are available. Nevertheless, obtaining precise positioning information often entails high costs

Cited by 37SourcecodeScholar