Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation

Giammarco La Barbera, Pietro Gori, Haithem Boussaid +6

Due to a high heterogeneity in pose and size and to a limited number of available data, segmentation of pediatric images is challenging for deep learning methods. In this work, we…