Local and Global Context-and-Object-part-Aware Superpixel-based Data Augmentation for Deep Visual Recognition

Fadi Dornaika, Danyang Sun

Cutmix-based data augmentation, which uses a cut-and-paste strategy, has shown remarkable generalization capabilities in deep learning. However, existing methods primarily consider…