Before revision:  We show that for tasks of classification, segmentation and non-rigid registration , surface CNNs using only raw input signals achieve superior performances than previous models using sophisticated input features  .
After revision:  We show that for tasks of classification, segmentation and non-rigid registration , surface CNNs using only raw input signals achieve superior performances than previous models using sophisticated input features than state-of-the-art surface based CNNs .