Xin-Yan Kong

SCSA-Unet: cross-spatial positional feature aggregation for event-based semantic segmentation

Event cameras offer considerable potential for autonomous driving perception owing to their high-dynamic range and microsecond-level temporal resolution. However, event representations tend to produce prominent responses around object boundaries and abrupt intensity changes while providing limited semantic cues within...