Jinyuan Yu

Identifying Unobserved Road Regions in Bird's-Eye View for Single-Vehicle Perception

Visual Bird's-Eye View (BEV) perception is a foundational paradigm in autonomous driving, enabling top-down semantic-spatial representations from multi-view inputs. However, current BEV methods struggle with occlusions, often generating hallucinated predictions in regions that are unobserved by the