Lihua Du

Uncertainty-Aware Weakly Supervised Building Change Detection with Point Annotations

Point-based weakly supervised strategies can reduce annotation costs but suffer from the problems of semantic sparsity and boundary ambiguity. This paper proposes an uncertainty-aware weakly supervised building change detection method with point annotations. First, the method leverages the proposal generation capabilit...