Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation

Lei Bi, Dagan Feng, Jinman Kim

Segmentation of skin lesions is considered as an important step in computer aided diagnosis (CAD) for automated melanoma diagnosis. In recent years, segmentation methods based on f…