RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction 事件

PRODUCT_LAUNCH2026-05-27影响: MEDIUM

RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction arXiv:2605.26862v1 Announce Type: new Abstract: Accurate road segmentation from aerial imagery is fundamental to many geospatial applications. However, existing datasets often suffer from limited scene diversity, low semantic granularity, and poor structural continuity, restricting their generalization across environments. To address these challenges, we introduce WorldRoadSeg-360K, the largest and mo