Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation

Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi +4

Few-shot semantic segmentation is vital for deep learning-based infrastructure inspection applications, where labeled training examples are scarce and expensive. Although existing…