Image augmentation with conformal mappings for a convolutional neural network

Oona Rainio, Mohamed M. S. Nasser, Matti Vuorinen +1

For augmentation of the square-shaped image data of a convolutional neural network (CNN), we introduce a new method, in which the original images are mapped onto a disk with a conf…