Yupeng Ouyang

INSTINCT: Instance-Level Interaction Architecture for Query-Based Collaborative Perception

Collaborative perception systems overcome single-vehicle limitations in long-range detection and occlusion scenarios by integrating multi-agent sensory data, improving accuracy and safety. However, frequent cooperative interactions and real-time requirements impose stringent bandwidth constraints. P…