3 papers
cs.RO2025
DRCP: Diffusion on Reinforced Cooperative Perception for Perceiving Beyond Limits
Lantao Li, Kang Yang, Rui Song +1
Cooperative perception enabled by Vehicle-to-Everything communication has shown great promise in enhancing situational awareness for autonomous vehicles and other mobile robotic pl…
cs.CV2025
Is Discretization Fusion All You Need for Collaborative Perception?
Kang Yang, Tianci Bu, Lantao Li +3
Collaborative perception in multi-agent system enhances overall perceptual capabilities by facilitating the exchange of complementary information among agents. Current mainstream c…
cs.RO2025
RG-Attn: Radian Glue Attention for Multi-modality Multi-agent Cooperative Perception
Lantao Li, Kang Yang, Wenqi Zhang +2
Cooperative perception enhances autonomous driving by leveraging Vehicle-to-Everything (V2X) communication for multi-agent sensor fusion. However, most existing methods rely on sin…