Yaobo Jia

FALCO: Foundation Model Guided Active Learning for Cost-Effective Off-Road Freespace Detection

Freespace detection in unstructured off-road environments is critical for safe autonomous navigation but remains highly challenging due to ambiguous boundaries, diverse terrains, and long-tail safety-critical cases. Constructing large annotated datasets in such environments is prohibitively costly, …